QCA.news - Quad Cities news and view from both sides of the river

Saturday, September 5th, 2026
	Motorcyclist airlifted after crash in Walcott early Saturday morning Investigators said the motorcyclist is believed to have passed through an intersection without obeying a stop sign and crashed into two parked vehicles.
	Soul of the City festival celebrates Rock Island community Vendors, organizations, and thousands of attendees filled Franklin Field in Rock Island to celebrate the community.
	Rock Island police searching for missing child Anyone who has seen 12-year-old Jayceon Coleman is asked to call 911.
	Motorcyclist in critical condition after crash in Walcott early Saturday morning Investigators said the motorcyclist is believed to have passed through an intersection without obeying a stop sign and crashed into two parked vehicles.
	Rock Island police asking for help locating missing child Anyone who has seen 12-year-old Jayceon Coleman is asked to call 911.
	Rock Island High School band keeping cool during Friday night football The band held some practices inside, wore t-shirts instead of uniforms and brought extra water for the game.
	Death Notice: William Carter A memorial visitation for William K. Carter, 66, of Princeton, will be held from 3-5 p.m. Saturday, Sept. 12, at McGinnis-Chambers Funeral Home, Bettendorf. Mr. Carter died Wednesday, Sept. 2, 2026, at his home. Memorials may be made to the family. Online condolences may be made at www.McGinnis-Chambers.com. A full obituary will appear in the Sept. 9 edition of The NSP.
	Motorcyclist critically injured after striking parked vehicles A man was airlifted to University of Iowa Hospitals and Clinics after being ejected from his motorcycle when it struck two parked vehicles in Walcott.
	Rock Island Police seek help finding missing boy The Rock Island Police Department is seeking help from the community finding a missing boy. Jayceon Coleman, 12, is missing. If you or anyone you know has information about Coleman's whereabouts, the Rock Island Police Department encourages you to call 309-732-2677.
	Moline Police Department goes pink for October The Moline Police Department is going pink for October. According to a Facebook post, beginning October 1, the Moline Police Department is inviting everyone to help support those who have been impacted by cancer by going pink. The department is making shirt sales open through September 10 to the public to help paint Moline pink [...]
	Last of three men in Quad-Cities meth conspiracy sentenced to lengthy federal prison term The last of three men caught in a meth trafficking conspiracy in the Quad-Cities has been sentenced to more than 20 years in federal prison.
	Extreme Heat Warning until SAT 7:00 PM CDT Extreme Heat Warning in Effect Until 7 PM CDT
	US military hits 3 Iranian oil tankers after saying Navy warships were targeted The strikes come a day after President Trump appeared to downplay the war with Iran as "small potatoes" during an exchange with reporters in the Oval Office.
	Knox-Galesburg Symphony will present 'A Little Night Music' Conductor Maurice Cohn will lead the Knox-Galesburg Symphony in the opening concert of its 75th season. "A Little Night Music" will include Mozart, Rimsky-Korsakov, and Gabriela Ortiz.Galesburg native Maurice Cohn, currently music director of the West Virginia Symphony, returns home to conduct. The featured work for the evening will be Rimsky-Korsakov’s "Scheherazade," the symphonic suite [...]
	DOT plans water main, storm sewer installation in Kewanee The Illinois Department of Transportation has announced that, weather permitting, construction on Illinois 81 in Kewanee will begin Monday, Sept. 14, a news release says. The work zone is from the city’s western limits to Lexington Avenue. Work will install water mains and storm sewers in the work zone in advance of a larger [...]
	Friday morning fire damages Silvis duplex Firefighters were sent to a two-story duplex in the 1000 block of 10th Street at 2:23 a.m. Friday for a report of a cooking appliance fire.
	What's open for Labor Day? Forgot something for your Labor Day celebration? You're in luck.
	Mobile home park owner plans to build apartments on State Street in Bettendorf The city approved a development agreement that would rebate up to $2.7 million in increased taxes generated by new construction on the property.
	QC Deckmate prep classes scheduled for upcoming tryouts The Quad City Deckmates have announced the inaugural QC Deckmate Prep Classes, giving aspiring dancers an opportunity to prepare for upcoming Deckmate tryouts while gaining an inside look at what it takes to be part of the team. The Quad City Deckmates are the official dance team of the Quad City Steamwheelers, entertaining fans throughout the season [...]
	Butterworth Center, Deere-Wiman House host annual Porch Party Butterworth Center and Deere-Wiman House is celebrating its 70th anniversary as an arts and culture community center, and will host its annual Porch Party from noon until 5 p.m. Sunday, Sept. 20, at Butterworth Center and Deere-Wiman House, 1105 8th St., and 817 11th Ave., Moline., a news release says. The community is invited to [...]
	Whatever happened to the floating schools of Bangladesh? It was a light bulb moment: If monsoon rains keep kids from safely getting to school, let's create a floating school to pick them up! Bangladesh pioneered the idea. How's it doing?
	U.S. envoys in Moscow in new push for peace between Russia and Ukraine U.S. envoys Steve Witkoff and Jared Kushner have arrived in Moscow to revive efforts to end Russia's invasion of Ukraine. Ukrainian President Volodymyr Zelenskyy has called for a halt to air attacks during their visit, but Moscow has not publicly responded.
	Nahant Marsh, Davenport, to host Monarch & Friends Party Nahant Marsh Education Center will host its annual Monarch & Friends Party, a free, family-friendly celebration of monarch migration and the incredible diversity of insects and other invertebrates found at Nahant Marsh, from 9 a.m.-noon Saturday, Sept. 12, at 4220 Wapello Ave., Davenport. Visitors will have the opportunity to catch, tag, and release monarch butterflies, including wild [...]
	40 years later, 'The Baby-Sitters Club' is still helping readers see themselves Ann M. Martin's beloved series has influenced generations of readers. We're still asking: Which babysitter are you?
	If you prefer puzzles to doomscrolling, here are 5 great games to check out NPR's Linda Holmes is a daily puzzle devotee. She recommends games that will test your knowledge of geography, history, and even the most obscure corners of Wikipedia.
	Memories of Muscatine: A 1916 book by Seymour Eaton and V. Floyd Campbell This week for Memories of Muscatine: "The Traveling Bears Across the Sea" from 1916.
	Flock cameras draw opposition from across the political spectrum As political races heat up heading into the midterms, candidates from both parties are increasingly joining the fray to voice concerns over Flock surveillance cameras.
	Voters are fed up with data centers. Both parties are trying to cash in for midterms Democrats and Republicans have found common ground in this campaign season. Both parties have poured millions into ads attacking data centers as the public continues to protest the AI facilities.
	Extreme Heat Warning until SAT 7:00 PM CDT Extreme Heat Warning in Effect Until 7 PM CDT
	Philippines Vice President Sara Duterte posts bail after arrest Philippines Vice President Sara Duterte has posted bail after order issued for her arrest on charges she publicly threatened to arrange assassination of President Ferdinand Marcos Jr. and two others.
Friday, September 4th, 2026
	YMCA This is Roald Tweet on Rock Island.By 1850, fifteen years after their founding, the three small villages around Rock Island were on their way to becoming…
	West Nile virus found in Whiteside County mosquitoes Officials said the positive test, which was found near Prophetstown, is significant because it makes certain that there are more infected mosquitoes around the area.
	No one injured in Silvis duplex fire No one was injured in an early-morning Silvis structure fire, according to a news release from the Silvis Fire Department. Crews responded shortly before 2:30 a.m. Friday to a reported cooking-appliance fire at a multifamily residential structure on the 1000 10th Street in Silvis. Shortly after the initial dispatch, the incident was upgraded to a [...]
	Whiteside County sheriff calls for changes to Illinois' pretrial release system Amid concerns about repeat violations of Illinois' pretrial release system, Sheriff John Booker is asking lawmakers to refine laws to better handle such cases.
	Rock Island High School band beating the heat during Friday night football The band held some practices inside, wore t-shirts instead of uniforms and brought extra water for the game.
	River Bandits defeat Peoria, clinching playoff spot The Bandits will host the South Bend Cubs Tuesday night at Modern Woodmen Park.
	Traffic alert: 27th Street bridge in Moline to close for bike path construction The construction is part of a project to install a shared-use path along the 19th Street/27th Street corridor between Avenue of the Cities and 26th Avenue.
	HOT start to Labor Day weekend in the Quad Cities Friday was the hottest day of the year so far! Well, we tied July 27th's 96° anyway. And this is definitely the hottest stretch of the year so far too...The highs in September so far have been 95°, 95°, 95° and 96°! It's been more than 40 years since we had 4 days as hot [...]
	Water-detention ponds in DeWitt will support industrial growth Community leaders and development partners recently celebrated the groundbreaking of five regional water detention ponds in an expansion of the Crossroads Business Park, marking a major milestone in preparing the site for future industrial growth in DeWitt. The project is the first phase of infrastructure improvements that will make about 125 acres of development land [...]
	Extreme Heat Warning until SAT 7:00 PM CDT Extreme Heat Warning in Effect Until 7 PM CDT Saturday
	Whiteside County sheriff calls for reform to Illinois' SAFE-T Act Amid concerns over repeat violations of Illinois' pretrial release system, Sheriff John Booker is asking lawmakers to refine laws to better handle such cases.
	Highlight Zone: Week 3 Week 3 of Highlight Zone
	WATCH: New video produced by KWQC to celebrate Roger Craig Stadium A new video produced by KWQC will begin playing at the newly renamed Roger Craig Stadium.
	Portion of US 150 in Galesburg dedicated to fallen soldier Sgt. 1st Class Kyle Wehrly was a Galesburg native and served in the Illinois Army National Guard. He was killed in Iraq in 2005.
	Moline man who died at Rock Island County Jail identified Daniel R. Stromberg, 60, died at the Rock Island County Jail Thursday. An autopsy found no trauma, but his cause of death remains unknown.
	Trump executive order aims to ease meat processing rules for ranchers President Donald Trump has signed an executive order directing the USDA to make it easier for smaller processors to get meat products to market on their own.
	QC Botanical Center offers pay-what-you-want admission this weekend The Quad Cities Botanical Center in Rock Island is offering a pay-what-you-want admission promotion through Sunday.
	Portion of US 150 dedicated to fallen soldier from Galesburg Kyle Wehrly was killed while serving in Iraq in 2005.
	The U.N. backs a new world map showing Africa in its true relative size The U.N. has backed a new map showing Africa in its true relative size, with the U.S. standing alone in opposition.
	New mural brings color, pride to Hilltop Campus Village Local artist Zay Williams unveils his biggest mural yet at Celebrity’s Beauty Supply, hoping the artwork inspires the community.
	West Nile virus detected in Whiteside County Officials said the positive test, which was found near Prophetstown, is significant because it makes certain that there are more infected mosquitoes around the area.
	Gift of Giving - Freedom Ride Animal Rescue In July 2026, Necker's partnered with the Freedom Ride Animal Rescue for the Gift of Giving.
	‘Not worth the risk’: First responders warn of hot car dangers Local first responders emphasize the importance of not leaving your children in a hot car, even just for a few minutes.
	Mosquitoes near Prophetstown test positive for West Nile virus Mosquitoes have test positive for West Nile Virus in Whiteside County.
	Necker's Gift of Giving - Freedom Ride - July 2026 Gift of Giving - August 2026 - Freedom Ride Animal Rescue
	Gift of Giving - Cancer Support Community Iowa & NW Illinois at Gilda's Club In June 2026, Necker's partnered with the Cancer Support Community Iowa & NW Illinois at Gilda's Club for the Gift of Giving.
	Illinois regulators propose expansion to self-exclusion program for compulsive gamblers The Illinois Gaming Board approved new rules Thursday that would expand enrollment options for its voluntary self-exclusion program. The program allows problem gamblers to ban themselves from casinos, sportsbooks and other forms of legalized betting.
	4 things investigators learned about the dysfunction at Trump's Labor Department A report from Labor Department investigators found former Labor Secretary Lori Chavez-DeRemer violated her own department's policy prohibiting harassment. She resigned in April.
	Legendary ranch fan visits Quincy Pizza Ranch Halkias was the first in line Friday when the Quincy Pizza Ranch opened, continuing his post-quest cross country tour.
	Necker's Gift of Giving - Cancer Support Community - Iowa & NW Illinois at Gilda's Club Necker's Gift of Giving - Cancer Support Community - Iowa & NW Illinois at Gilda's Club
	Extreme Heat Warning until SAT 7:00 PM CDT Extreme Heat Warning: Dangerous Heat Conditions Persist Until Saturday Evening
	Officials identify man who died in Rock Island County Jail custody 60-year-old Daniel R. Stromberg of Moline was found unresponsive and died at the Rock Island County Jail Thursday morning.
	German American Heritage Center exhibit celebrates immigrants who shaped U.S. history A new exhibit at Davenport’s German American Heritage Center highlights immigrants’ role in shaping the U.S. as the country celebrates its 250th birthday.
	DeWitt breaks ground on detention ponds to support industrial development at Crossroads Business Park The detention ponds are expected to be completed by the spring of 2027.
	'Hidden tribunals:' Immigration court due process in tumult with new locations The new effort appears to be another tactic in a broader Trump administration strategy to short-circuit immigrants' already limited due process options in order to speed deportations.
	German American Heritage Center's 'Shaped by Immigrants' exhibit celebrates 250 years of the US The exhibit is open through the end of October.
	How license plate readers led to an arrest after a body was found in a Sioux City park The suspect, a Sioux City man, was arrested in Wyoming.
	Iowa, Iowa State adding water stations, cooling areas for fans during hot season-openers University of Iowa and Iowa State University are allowing water bottles and setting up cooling stations for fans during Saturday's hot season openers.
	4 Your Money \| Not So Dangerous At The Top With the stock market trading near all-time highs, some investors are hesitant to commit new capital. David Nelson, CEO of NelsonCorp Wealth Management, is here to share figures that indicate the heightened concern is not supported by data.
	QC outdoor pools prepare to close for season over Labor Day weekend Quad Cities public pools and beaches, including Scott County Park, The Landing, White Water Junction, and Riverside Riverslide, close for the season this Labor Day weekend.
	Trump's arch may break ground without final approval. Veterans are trying to stop it Interior Secretary Doug Burgum says "excavation work" will begin in the next two weeks, without approval from a key federal body. Veterans who sued over the arch want a judge to intervene before then.
	Zay Williams, Hilltop celebrate colorful new mural in Davenport Hilltop Campus Village celebrated its newest public art project with Zay Williams’s new mural “Beauty of Essence” on Friday, Sept. 4, at Celebrity’s Beauty Supply, 1600 Harrison Street in Davenport.
	Portion of Highway 150 dedicated to Galesburg native who died serving in Iraq The highway is being dedicated to Sergeant First Class Kyle Wehrly of the Illinois National Guard who gave his life in Iraq in 2005.
	Coroner identifies Rock Island County jail inmate who died Thursday Rock Island County Coroner Brian Gustafson said an autopsy on Friday revealed no anatomical cause of death nor any sustained trauma or injuries.
	Inmate found dead in Rock Island County Jail identified The inmate who was found dead in the Rock Island County Jail on Thursday has been identified.
	27th Street Bridge, Moline, closing for bike path project The 27th Street bridge over Interstate 74 will close starting Wednesday, September 9 for construction as part of the City of Moline’s ongoing 19th/27th Street bike path project. The phase of the project will modify the existing bridge to accommodate a new 10-foot-wide bike path over I-74. Work during this part of the project will include: The work is part [...]
	Change-of-venue hearing delayed in the trial of the man accused of killing Trudy Appleby Jamie Fisher will return to court at 1 p.m. on Sept. 15.
	Best times to travel Labor Day weekend: AAA The Labor Day weekend is traditionally a big weekend for travel. The TSA is expecting millions of passengers to pass through checkpoints over the long weekend. Molly Hart, spokeswoman for AAA the Auto Club Group, spoke with Our Quad Cities News via Zoom to talk about how travel is going for Labor Day 2026. Hart [...]
	DeWitt pushes sophomore football game back to combat heat, extends water breaks The DeWitt Community School District announced that they will be pushing back their sophomore football game
	Crews battle early morning apartment building fire in Silvis Firefighters from Silvis and Carbon Cliff responded to an early morning apartment building fire Friday on 10th Street in Silvis.
	New mural unveiled at Celebrity’s Beauty Supply in Davenport A new mural was unveiled at Celebrity’s Beauty Supply on Friday.
	No evidence social media threat is credible: East Moline Police East Moline Police responded to a social media threat against Glenview Middle School this week, according to a post on the department's Facebook page. The East Moline Police Department was notified about a social media threat referring to “violence” at Glenview Middle School, 3100 7th Street, East Moline, that was received through the social media [...]
	Judge dismisses Iowan’s ‘frivolous’ lawsuit over ‘Pokémon professor’ status A federal judge dismissed an Iowa man’s lawsuit against Nintendo after he was denied "Professor of Pokémon" status.
	Whatever happened to the U.S. campaign to ban child marriage? The global effort to end child marriage is in the news. In the U.S., there's a new bill before Congress (but it's controversial). And the U.N. is designating a day dedicated to ending the practice.
	27th Street bridge over I-74 will be closed for bike path project in Moline The 27th Street bridge over Interstate 74 will close starting Sept. 9 as construction continues on a new bike path.
	Extreme Heat Warning until SAT 7:00 PM CDT Extreme Heat Warning in Effect Until 7 PM CDT Saturday
	Field of Dreams concerts to attract thousands this Labor Day weekend, bring $8 million local impact Creed, Carrie Underwood and Shinedown headline the second-ever Field of Dreams movie site concert series this Labor Day weekend.
	Epinephrine injection recalled over potentially fatal health risks Consumers, retailers and health care facilities should stop using the product and discard or return it, the FDA said.
	City renews push to bring Buc-ee’s to Iowa City leaders in Norwalk first reached out to Buc-ee's a year ago, liking the idea of bringing the massive store chain to town.
	Not a mistrial, yet. Clancy's lawyer asks for emergency appeal in her murder trial The judge was on the verge of declaring a mistrial in Lindsay Clancy's murder case. Then her defense attorney requested time to seek an emergency stay from the Supreme Judicial Court of Massachusetts.
	With jury deadlocked, Judge declares a mistrial in Lindsay Clancy's murder case The judge in Lindsay Clancy's murder case has declared a mistrial after the jury was unable to agree on a verdict.
	Traffic alert: Block of 18th Street in Moline switching to one-way traffic Friday for extra parking The change to northbound-only traffic should allow for more parking.
	Park Terrace Campground at West Lake Park closing for reconstruction Scott County Conservation will be closing Park Terrace Campground at West Lake Park on Sept. 7 for reconstruction.
	City of Moline accepting applications for block development funding The City of Moline is accepting applications for its Community Development Block Grant funding to support low and moderate income residents.
	When investors borrow against a rental, they tend to borrow big When investors borrow against a rental, they tend to borrow bigMost people who take out a home equity line of credit (HELOC) are borrowing against the house they live in, and most of them borrow a fairly modest amount. The typical draw looks like a kitchen renovation or a consolidated credit card balance.Real estate investors are doing something different. When they open a line against a property they own but do not live in, the average reported credit line is roughly two and a half times the size of an owner-occupied HELOC. That gap appears in every year of the Home Mortgage Disclosure Act (HMDA) data analyzed, and in 2025 both the reported number of those loans and their average line size reached four-year highs.The figures come from a Griffin Funding analysis of HMDA loan-level data, published by the Federal Financial Institutions Examination Council (FFIEC) and the Consumer Financial Protection Bureau (CFPB), covering every reported HELOC origination from 2022 through 2025. That data records whether a property is a principal residence, a second home, or an investment property, but no published report breaks HELOC originations out that way, so the numbers below have not appeared anywhere before.What the data showsIn 2025, lenders originated 27,183 HELOCs on investment properties, worth $10.4 billion. The average line was $384,000. Over the same year, owner-occupied HELOCs averaged $146,000. All figures in this section come from the HMDA loan-level datasets linked above. Griffin Funding The consistency matters more than any single year. Owner-occupied HELOC line sizes moved 15% between their low and high from 2022 through 2025. Investment-property line sizes swung 59% over the same stretch and never fell below 1.8 times the owner-occupied average.The gap isn't a fluke of one hot year, either. Even as the market cooled off after 2022, investors kept borrowing bigger.These loans remain a small slice of the overall market, 2.27% of HELOC originations in 2025. But that share is the highest since 2022, and the origination count is up 47% from its 2023 trough.Why the money is moving this wayThe reason is a mortgage nobody wants to give up. Millions of homeowners hold first mortgages near 3%. Refinancing to pull cash out means surrendering that rate for something more than twice as high, so fewer people are doing it. They are borrowing against equity instead and leaving the original loan untouched.The Federal Reserve Bank of New York's Household Debt and Credit Report put HELOC balances at $459 billion in the second quarter of 2026, a 17th consecutive quarterly increase and $142 billion above the low reached in early 2022. Intercontinental Exchange's Mortgage Monitor reported that mortgage-holder equity reached a record $18 trillion over the same period, with $11.7 trillion of it tappable across 47.5 million borrowers while keeping a standard equity cushion.An analyst at S&P Global Ratings told National Mortgage News that second liens and HELOCs should keep growing precisely because so many borrowers are sitting on cheap first mortgages and expensive equity at the same time. Researchers at Bank of America, quoted in the same publication, expect $41 billion in second-lien and HELOC bond issuance this year, against $30 billion last year.For an investor, that math is not a compromise, but is the whole point. Consider someone who bought a $320,000 rental in 2021 at a 6% rate. By 2026, the property has enough equity to fund a down payment on the next one, and refinancing would mean giving up the 6% loan. Opening a line against the property instead, at somewhere around 8% to 9%, lets them draw $65,000 while the original mortgage stays exactly where it is. Only the drawn balance carries the higher rate, and only until the next property starts covering it.One explanation for the larger lines is how investors can use their equity. A homeowner might tap equity for a renovation or another household expense, while an investor may use it to help fund another acquisition. In that case, the amount of credit sought can be tied to the capital required for the next property rather than the cost of a home-improvement project.Where it concentratesHawaii leads the country by a wide margin, with 11.5% of its 2025 HELOC originations going to investment properties, roughly five times the national rate. Oklahoma follows at 5.8%, then Mississippi at 5.5%, Louisiana at 5.2%, and Nevada at 4.7%. Colorado and California both sit above 4% on much larger origination bases.At the other end, Ohio came in at 0.8%, with Wisconsin, Michigan, New Hampshire, and Indiana all near or below 1.1%. These state figures are drawn from the same HMDA 2025 dataset.The financing behind itInvestment-property borrowers frequently cannot document income the way agency underwriting requires, which is why much of this lending happens outside conventional channels. Loans underwritten on a property's rental income, known as debt service coverage ratio (DSCR) loans, and loans underwritten on deposit history rather than tax returns have become the dominant alternative-documentation categories in the non-qualified mortgage (non-QM) market. EFMT 2026-NQM1, a $566.7 million transaction rated by Kroll Bond Rating Agency in February 2026, drew 87.4% of its 1,275-loan pool from those two categories plus asset-based documentation.That market has scaled quickly. KBRA put non-QM issuance at $33 billion through August of 2025 in its Non-QM RMBS (residential mortgage-backed securities) Default Study, tracking to match or beat the prior year's record. Its 2026 presale reports also cover two Goldman Sachs securitizations backed entirely by DSCR collateral, GSMBS 2026-DSC1 at $301.8 million across 1,331 rental-property mortgages and GSMBS 2026-DSC2 at $304.1 million across 1,373.Growth of that speed invites scrutiny. Moody's Ratings noted in its 2026 RMBS outlook that some lenders have loosened DSCR underwriting, including accepting full lease amounts without capping them against market rents. Standards that slip during an expansion tend to surface in performance data a few years later.MethodologyFigures are drawn from the FFIEC and CFPB HMDA loan-level datasets for 2022 through 2025, filtered to originated, nonreverse open-end lines of credit and grouped by occupancy type. Totals were validated against the CFPB's published annual HELOC origination counts in its Data Point: Mortgage Market Activity and Trends reports and matched within 0.05% for every benchmarked year. Puerto Rico was excluded from state rankings for insufficient sample size.HMDA records occupancy but not underwriting method, so this analysis covers investment-property HELOCs of all types and cannot isolate any single loan product. Because the HMDA open-end reporting threshold changed after 2021, multiyear volume growth is calculated from 2022 onward.This story was produced by Griffin Funding and reviewed and distributed by Stacker.
	Silvis firefighters respond to an early morning duplex fire Officials say they arrived at the 1000 block of 10th Street at 2:24 Monday morning for a fire in a duplex. No injuries have been reported at this time.
	Freight optimization: How to build a smarter LTL shipping strategy Freight optimization: How to build a smarter LTL shipping strategyEvery company wants to lower transportation costs. For many, that starts by negotiating better freight rates. While competitive pricing matters, it’s only one piece of a much larger puzzle. The most successful shipping operations know that meaningful savings come from improving the entire shipping process, not just the final price on the invoice. That’s where freight optimization comes in.Rather than focusing on a single shipment or negotiating a lower rate, freight optimization looks at how transportation decisions work together to improve overall performance, ShipStation explains. The goal is not simply to spend less on shipping. It’s to build a transportation strategy that consistently performs better.Whether you’re new to less-than-truckload (LTL) freight or managing a complex transportation network, understanding the principles of freight optimization can help you reduce costs, improve efficiency, strengthen your supply chain, and build a stronger long-term shipping strategy.What is freight optimization?Freight optimization is the continuous process of improving how freight moves through your supply chain. It examines transportation costs, service levels, operational efficiency, and customer expectations to identify opportunities for better performance.For businesses shipping LTL freight, optimization involves making better decisions across the entire transportation process. That can mean choosing the right shipping mode and carrier, improving shipment preparation, using technology to increase visibility, and continuously evaluating performance.Together, these strategies create a more efficient shipping operation that delivers consistent results for your company while helping you avoid shipping mistakes.Freight optimization at a glance ShipStation Although every shipping operation is different, the most effective freight optimization programs focus on these same core areas. Think of them as the building blocks of a smarter, more efficient transportation strategy.The six building blocks of freight optimizationEvery shipment creates decisions that influence cost, transit time, risk, and customer satisfaction. Rather than searching for one dramatic improvement, successful shippers consistently make better decisions across six key areas.1. Build a smarter transportation mode strategyFreight optimization begins before a carrier ever arrives for pickup. One of the most common mistakes businesses make is assuming every shipment belongs in the same transportation network every time. In reality, choosing the wrong shipping mode can increase costs before the shipment even leaves your facility.For example, a freight shipment that fits within parcel carrier limits may move more economically through a parcel network than through LTL shipping. Likewise, some heavier or higher-value packages may be better suited for LTL, where palletization can provide greater protection and, in some cases, reduce overall transportation costs.Before asking, “Which carrier should I use?” ask yourself:“Is this the right transportation mode for this shipment?”Answering that question first can create opportunities that rate negotiations alone cannot.Choosing the right transportation solution ShipStation Matching each shipment to the right transportation solution is often one of the simplest ways to optimize costs without changing your products, customers, or carrier relationships.2. Optimize every shipment before it shipsOnce you have selected the appropriate shipping mode, the next opportunity is optimizing the shipment itself. Small details often determine whether freight moves efficiently through the carrier network or generates avoidable costs later.Protect freight with better packagingPoor packaging increases the risk of freight damage, claims, and delays. Using quality pallets, proper stretch wrap, banding, cushioning, and corner protection helps shipments withstand the repeated handling common in the LTL network. Just as importantly, packaging should match the product. Heavy, fragile, oversized, or irregularly shaped freight often requires additional reinforcement or crating to arrive safely.Standardize your freight class processFreight class has a direct impact on LTL shipping costs, making consistency an important part of freight optimization. Create a freight class reference for the products you ship most often, including commodity descriptions and supporting notes. Then review it periodically as products, packaging, and classifications change to help reduce reclassifications, billing adjustments, and shipment delays.Verify shipment information before pickupSmall errors made before pickup often become expensive problems later. Incorrect dimensions, estimated weights, incomplete bills of lading, inaccurate addresses, and missing accessorials can all lead to billing adjustments or shipment exceptions. Verify shipment details after freight has been fully packaged and palletized. Plus, use shipping technology to automate validation whenever possible.Look for opportunities to consolidate freightShipping every order individually is not always the most efficient approach. If multiple shipments are moving to the same destination or region, consolidating them may reduce handling, improve trailer utilization, and lower transportation costs. While consolidation is not the right fit for every shipment, reviewing your shipping patterns regularly can uncover opportunities to improve efficiency without sacrificing service.3. Build a smarter carrier strategyDeveloping strong relationships with trusted carriers is an important part of any transportation strategy. However, freight optimization requires looking beyond familiarity. No single carrier performs best on every lane, every shipment, or every day of the year. Pricing, transit times, capacity, claims performance, and regional strengths can vary depending on where your freight is moving.When evaluating LTL freight carriers, consider more than the quoted shipping rate. Ask questions such as:Which carrier has the strongest service on this lane?How reliable are its transit times?What is its claims history?Does it consistently meet pickup and delivery commitments?Does it provide the shipment visibility your business requires?Instead of asking, “Which carrier is the best?” ask yourself:“Which carrier is the best fit for this shipment?”Transportation management systems make that decision much easier by allowing businesses to compare rates, transit times, service levels, and carrier options in one place. Maintaining a diversified carrier network also reduces risk. If one carrier experiences capacity constraints or service disruptions, access to multiple qualified providers gives your business greater flexibility and resilience.Choosing carriers this way shifts transportation decisions from habit to strategy.4. Use data and technology to make better shipping decisionsEvery shipment generates valuable information, including transportation costs, transit times, delivery performance, carrier reliability, claims, and shipment exceptions. Most businesses collect at least some of this data, but far fewer use it to improve future shipping decisions.Transportation management systems help businesses move beyond spreadsheets, disconnected processes, and historical habits by bringing shipment information, carrier options, reporting, and analytics into one platform.Technology can support freight optimization by helping businesses: ShipStation The real value isn’t simply having more data. It’s knowing how to use that information. Reviewing transportation performance helps businesses identify opportunities to reduce costs, improve service, and correct inefficiencies before they become recurring problems.Instead of reacting to transportation issues after they occur, better visibility allows shipping teams to recognize patterns, make adjustments, and continuously improve their strategy.5. Optimize your supply chain, not just your shipmentsFreight optimization is often viewed as a transportation initiative, but transportation decisions influence every stage of the supply chain. Inventory levels affect shipping schedules, supplier performance impacts production, and manufacturing timelines shape delivery requirements. Focusing only on individual shipments can solve one problem while creating another.The strongest organizations take a connected approach to improve efficiency across the business. When transportation supports the entire supply chain, the result is lower costs, better service, and stronger operational performance.How freight optimization supports the supply chain ShipStation Viewing freight as one component of a connected supply chain helps businesses make decisions that improve transportation performance, inventory management, production efficiency, customer service, and long-term operational success.6. Make continuous improvement part of your operationOne of the biggest misconceptions about freight optimization is that it is a project with a finish line. Transportation is constantly changing. Fuel prices fluctuate, customer demand shifts, carrier networks evolve, and new technology creates additional opportunities to improve.Even highly efficient shipping operations regularly evaluate performance and refine their processes. The most successful LTL shippers do not view optimization as a one-time initiative. They treat it as an ongoing cycle of measuring results, identifying opportunities, and making incremental improvements.The freight optimization cycle ShipStation No single improvement transforms a shipping operation overnight. However, consistently refining processes, using better data, and making informed transportation decisions can produce meaningful long-term gains in cost, efficiency, reliability, and customer service.Optimize your freight, strengthen your supply chainFreight optimization isn’t about finding one dramatic cost-saving opportunity. It’s about making smarter transportation decisions consistently across your operation. Each improvement may seem incremental, but together they can reduce transportation costs, improve service levels, and support long-term growth.This story was produced by ShipStation and reviewed and distributed by Stacker.
	How to automate invoice coding in accounts payable How to automate invoice coding in accounts payableAs a controller at a growing company, you spend a disproportionate share of your close week on invoice coding. You assign general ledger (GL) accounts, cost centers, and dimensions to vendor bills that move through accounts payable (AP). The work is mechanical, but it carries real consequences for the ledger and the close.Invoice coding sits early in AP, but its consequences land at close. Controllers can reduce internal controls for accounting issues by standardizing coding rules, cleaning the chart of accounts, and piloting automation on low-risk invoices. The goal is to make coding discipline part of the close control environment. The framing matters for finance leaders who own the financial close process.Accurate coding is a close-cycle control point that the controller owns at month-end, and coding mistakes rarely show up right away. Better coding discipline can give finance teams cleaner reporting before leadership asks for the numbers. Use the information below from Brex to help inform your decision, and consider working with an appropriate professional advisor based on your specific circumstances.What is invoice coding in accounts payable?Invoice coding is the process of assigning accounting dimensions to a vendor invoice before it posts to the enterprise resource planning (ERP) software. Those dimensions include the GL account, which indicates the expense type. They also include the cost center or department, dimensions such as project, location, or entity for multi-entity accounting, and the tax code. These assignments determine how the expense appears on the profit and loss (P&L) statement and in budget reports.The GL code is the account number in the chart of accounts that categorizes the expense type, such as 6100 for office supplies or 5200 for software subscriptions. The cost center identifies the department or unit that owns the spend. Together, they pair the financial nature of a transaction with its operational context, so spend is categorized by both what it is and who is responsible for it. When coding is done wrong, the expense lands in the wrong bucket on the P&L and in the wrong department's budget report. Correcting it often requires a reclassification, a separate accounting event that creates rework and can weaken the clean record your books are supposed to maintain.Coding is one step within the broader invoice processing lifecycle. Strong accounts payable management treats coding accuracy as a core control over the ledger. For controllers, invoice coding is a close-quality input, one that shapes what appears on the P&L and in departmental reports before leadership asks for the numbers.Common invoice coding formatsMost coding systems combine two or three of the same basic elements. A department or entity identifier pairs with a numeric expense category, and larger companies often add a project, location, or cost center segment on top. Software subscriptions might code as SW-6400, where the letters flag the software category and the number ties to the specific GL account. A travel expense tied to a specific client engagement might carry a hybrid code like CLNT12-TRV-04, combining the project, expense type, and region into one string.Say a company receives a $1,200 monthly invoice for a project management tool used by its engineering team. The AP clerk would code the line item to a software GL account (5400), tag the engineering department (Dept 210), and apply a tax-exempt code if the software qualifies for exemption in that state. That single line then rolls up into engineering's software spend for the month, without anyone needing to ask what the charge was for. Formats like this scale differently across company size. A ten-person startup might get by with a GL account and nothing else, while a multi-entity company often needs department, project, and location segments on every line just to keep intercompany allocations straight.PO invoices vs. non-PO invoices in the coding processA purchase order (PO) invoice arrives with a pre-approved purchase order attached, so coding is largely predetermined. The GL account, cost center, and project are already assigned at the PO stage. SAP defines automatic account determination as the process of identifying GL accounts for accounting-relevant transactions without user intervention. Oracle Fusion Payables also creates invoice distributions from purchase order distributions when an AP clerk matches an invoice to a PO.A non-PO invoice arrives without a purchase order, so the AP team determines the coding from scratch. Staff use vendor history, invoice descriptions, and judgment, which can lead to inconsistent coding. Non-PO invoices can carry more coding risk because there's no independent reference for validation. For controllers building toward automation, non-PO invoices generally require more careful rule design.The matching step that validates PO invoices relies on invoice matching, which provides the independent coding reference that non-PO invoices lack. Oracle states that matching helps ensure payment only for goods and services ordered, received, or consumed, and NetSuite describes how teams can address invoice discrepancies early in the process. The PO-vs-non-PO distinction matters because automation works best when it starts with transactions that have a clear approval history.What are the benefits of invoice coding?Done consistently, invoice coding supports cleaner financial statements, faster close cycles, and more reliable departmental reporting. The benefits build on each other: Accurate coding at entry means fewer corrections at close, and fewer corrections mean cleaner reporting when leadership pulls the numbers.Accurate financial statements and cleaner budget reportingWhen invoices post to the right GL account and cost center, the P&L reflects actual spend by category. Budget-versus-actual reports stay reliable, so budget owners can review their spend without you manually reconciling discrepancies. Variance analysis becomes a focused conversation about spending decisions rather than a data cleanup exercise. That reliability compounds over a fiscal year, since each accurate month makes trend reporting and forecasting easier to trust.Faster month-end close with fewer reclassificationsEach invoice that posts to the right GL code reduces the need for reclassification journal entries at close. For controllers managing close at a growing company, cutting even five reclassifications per period can recover hours of close-week time and bring leadership reporting forward. Fewer reclassifications also mean fewer late edits to numbers that budget owners have already reviewed, which keeps trust in the reporting process intact.A shorter correction log supports audit readinessA consistent correction log signals a controlled AP process to auditors and M&A reviewers. When coding is accurate at entry, the reclassification count stays low, and the audit trail is harder to question. Controllers with clean coding records spend less time explaining ledger history during fieldwork, which frees up bandwidth during what is already a demanding season for the accounting team.More reliable departmental reporting for budget ownersDepartment heads depend on cost center coding to track their actual spend. When the same vendor codes consistently to the right cost center month after month, departmental budget reports become a planning tool rather than a source of questions. Consistent coding reduces the back-and-forth between AP and budget owners during review, and it gives department heads confidence that the numbers they're planning against actually reflect their spend.Tracking accounts payable metrics, such as reclassification count per close, gives you the data to measure all four of these benefits before and after any coding change. The best AP automation software makes tracking easier by automatically capturing exception and correction data. Comparing that count month over month is often the simplest way to show leadership that a coding change is actually paying off.Why manual invoice coding breaks down and costs you at closeInvoice coding errors are easy to miss at entry and expensive to fix at close. The problem compounds as headcount and volume grow. What one experienced AP clerk once tracked in memory becomes a source of inconsistency the moment a second person joins the queue. Understanding both failure modes is what makes the case for governance and automation.Coding errors stay invisible until reconciliationWhen an AP clerk assigns the wrong GL account to an invoice, nothing breaks at the point of entry. The invoice may still be approved and paid, and the transaction posts to the ERP under the wrong code. The error surfaces during accounting reconciliation, which happens at close. By then, correcting the record requires a reclassification journal entry that reverses the original posting and restores the correct one. Ardent Partners reports an overall average exception rate of roughly 14% of invoices requiring manual research and rework, compared with about 9% at higher-performing AP organizations.Fewer reclassification entries protect close timeReclassifications require identifying the error, creating a reversing entry, creating a correcting entry, and documenting the rationale for the audit trail. Each one costs time during the same week your team is finalizing accruals, reconciling accounts, and preparing leadership reporting. Auditors test journal entries and adjustments for evidence of possible material misstatement, and for companies in an M&A process, analysts may examine past journal entries as potential diligence adjustments. Keeping the reclassification count low protects both close time and the audit trail. Reducing human error in accounting is one of the workflows finance teams commonly target first when they bring AI into policy and coding controls.Informal rules do not hold as the team growsMany AP teams code invoices by pattern-matching, with rules like "vendor X usually goes to GL Y" that live in one person's memory. This works at low volume. It breaks when the team adds headcount, someone leaves, or invoice types expand past what any single person can track. A written policy turns that institutional knowledge into a reference that the whole team can consult, and it keeps the coding logic intact even when the person who built it moves to a different role.Inconsistent coding fragments the GL account historyWhen two AP staff members code the same vendor differently across two months, the GL history for that vendor is split. The same software subscription lands in software expense one month and technology subscriptions the next, triggering variance flags that budget owners have to explain. Tracing it back to an inconsistency from six weeks ago is exactly the kind of close-week distraction a documented coding policy prevents.How do you automate invoice coding?Automating invoice coding is a step-by-step project, starting with the data you already have and ending with touchless coding you can trust. Each step builds on the one before it, and the right sequence reduces automation risk before invoices start posting without review. Most controllers move through five stages, from a historical data audit through a pilot and into expanded touchless coding.This framework is educational. Specific coding policies, capitalization thresholds, tax-sensitive coding, and accounting treatment should be reviewed with your accounting advisors and aligned to your company's policies and applicable standards. The sequence below describes common practice rather than a prescription for any single company's chart of accounts.Auditing historical coding dataControllers preparing to automate typically start by pulling 3 to 12 months of coded invoice history and grouping it by vendor, GL account, and cost center. The output is a ranked list of vendor-to-GL combinations sorted by consistency and volume. Vendors that code to the same GL and cost center a high percentage of the time are candidates for rule-based automation. Vendors with high variance across the period typically stay in manual review until their patterns stabilize.That audit often surfaces chart-of-accounts cleanup, which most controllers handle before automation goes live. Inactive GL codes still in active use, cost centers that no longer match the org structure, and project codes applied inconsistently across invoices all tend to surface here. Clean vendor management data can improve automation reliability, and research on AI invoice processing identifies vendor master data quality as a primary constraint, so many controllers handle this cleanup before configuring automation.Defining coding rules and no-go categoriesFor each high-consistency vendor, controllers write an explicit rule mapping the vendor name or ID to a GL account, cost center, and any required additional dimensions. Rules also specify conditions such as amount ranges, invoice types, or entities, so a rule doesn't get applied where it doesn't belong. Hypatos describes deterministic vendor-to-GL mappings as a foundation for automated account determination. This step also defines which dimensions are mandatory for AP transactions, such as GL and cost center for operating expenses, and which are conditional, such as a project code only for billable engagements, and which are optional.The no-go list matters just as much as the rules themselves, and most controllers put it in place before go-live. Expense recognition principle decisions above the capitalization threshold typically route to manual review, along with intercompany transactions, tax-sensitive coding, and multi-entity allocations. That pattern is consistent with controller guidance on human authorship for high-risk AI workflows. The same conservative rule tends to apply to invoices with free-form descriptions and no vendor history, even when a confidence score appears high.High-risk categories, like tax-sensitive coding and multi-entity allocations, tend to remain under human review the longest. Automation expands into a given category only after review, sign-off, and evidence rules for that category are documented. That restraint protects the ledger while automation matures, and it means the earliest automation wins tend to come from the invoices with the strongest rule evidence, not the riskiest categories.Configuring the system and setting confidence thresholdsOnce the rules and no-go list exist, controllers load them into the accounts payable software tools workflow and configure the confidence threshold. The confidence threshold is the minimum certainty score the software must reach before applying a code without human review. Forrester notes that AP automation success depends on confidence thresholds, auditability, exception quality, and escalation discipline. The accuracy of this step depends on clean capture, since a strong optical character recognition (OCR) layer that extracts invoice data correctly is the foundation on which the rules are built.Below the threshold, the software suggests a code and flags the invoice for AP review. Above it, the code applies automatically. Starting with a conservative threshold tends to preserve trust, because it's usually easier to lower one that's too cautious than to recover trust from automation that miscodes at volume. Validation rules act as a second layer of guardrails on top of the threshold itself.Those validation rules generally check GL codes against the approved chart of accounts. They also require that a cost center be assigned for operating expenses above a set amount, and that a project code be present for any vendor tagged to a billable engagement.Piloting on a low-risk invoice subsetThe first phase of automation usually runs on PO-backed invoices from high-volume recurring vendors. These tend to be lower-risk candidates because the purchase order distributions provide an independent coding reference, and invoice matching can validate invoices before they reach the coding step. Practitioner guidance on AI GL coding puts a typical pilot in the range of 100 to 300 invoices, reviewed by hand, before the workflow moves into production.Three numbers matter during the pilot. The auto-coded rate shows how many invoices the software is handling on its own, while the accuracy rate tracks how often those auto-coded invoices are accepted without correction. Reclassification count accounts for whether coding errors are increasing or decreasing relative to the pre-automation baseline. A pilot that spans a full close cycle gives controllers enough data to separate a stable pattern from a lucky month.Expanding touchless coding based on accuracy resultsAfter the pilot, controllers review the pilot metrics against their accuracy threshold. Vendor-category combinations that consistently clear the threshold are ready for touchless coding, while combinations that don't clear it stay in the suggest-and-review queue. Building a feedback loop, so corrections from AP reviewers update the rule for that vendor or reduce the confidence score for that category, is what keeps the system improving instead of stalling at its launch accuracy.Without that feedback loop, automation tends to plateau rather than improve. Many controllers schedule a quarterly rule review for this reason, since coding rules drift as the org structure changes. A department gets renamed, a GL code gets retired, a new entity gets added, and rules referencing outdated dimensions can produce errors that don't surface until review. Quarterly maintenance turns invoice coding from a memory-based task into a governed accounting process, and connecting it to the broader automated invoice processing workflow keeps the pipeline consistent.Frequently asked questions about invoice codingWhat is invoice coding in accounts payable?Invoice coding is the process of assigning accounting dimensions to a vendor invoice before it posts to the ERP, including the GL account, cost center, and any additional dimensions like project, location, or tax code. These assignments determine how the expense appears on the P&L and in departmental budget reports. That makes coding a close-quality control point.What is the difference between invoice coding and invoice processing?Invoice processing covers the full lifecycle of a vendor bill from receipt through payment, including capture, validation, coding, and approval. Invoice coding is one step within that process, the step that assigns the GL accounts and dimensions, categorizing the expense. Accounts payable coding gives each invoice its accounting identity before it reaches the ledger.What causes invoice coding errors?Common causes include inconsistent application of coding rules among AP staff, ambiguous invoice descriptions that require judgment, and gaps in the chart of accounts. Chart-of-accounts gaps appear when no clear GL account exists for an expense type. In automated workflows, errors typically result from insufficient vendor history, outdated rules after an org restructure, or confidence thresholds set too broadly.Can invoice coding be automated?Invoice coding can be substantially automated for recurring vendors with consistent coding patterns, using rule-based logic and AI trained on historical data. Automation works best when the vendor, GL account, cost center, and approval history are predictable. New vendors, ambiguous descriptions, and complex allocations should be routed to human review for accuracy.What is GL coding in accounts payable?GL coding in accounts payable is the assignment of a general ledger account number to each line item on a vendor invoice. The GL code categorizes the expense type and determines where the transaction appears on the income statement. It's the core dimension in invoice coding, with cost center and project codes added for more granular reporting.Who is responsible for invoice coding?Responsibility for invoice coding typically depends on company size and structure. Small businesses usually have the owner or a bookkeeper code invoices directly. Mid-sized companies generally assign the work to AP staff or department managers who know the vendor relationships. Larger organizations tend to run coding through a dedicated AP team with structured approval workflows, often supported by software that suggests or applies codes based on vendor history and past transactions.This story was produced by Brex and reviewed and distributed by Stacker.
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