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Artificial Valuation Software Underpayments In Accident Claims

What Car Accident Victims Should Know About Colossus

A car accident claim is about more than just diagnosis codes, the number of doctor visits, or a computer-generated settlement range. The impact of an injury can affect whether someone can work, care for family, sleep well, drive, exercise, or do the things they enjoyed before the accident. Still, insurance companies often use software, databases, and other technology to help adjusters evaluate injury claims. 

Colossus is a well-known example, but insurers may use other systems too. If you are injured in Hoffman Estates, the main concern is not just whether a computer program was used. What matters most is whether the settlement offer truly reflects your medical evidence, financial losses, pain, disability, and other damages allowed by Illinois law.

Our Hoffman Estates Auto Accident Lawyer can review an insurer’s settlement offer independently, instead of just relying on a computer-generated range. At Hess Injury Law Firm, we look at the details of the accident, your injuries, medical treatment, insurance coverage, lost wages, future medical needs, and how the injuries have affected your life. This helps us decide if the offer fairly covers the damages shown by the evidence.

What Is Colossus And How Is It Used In Accident Claims?

Colossus is a program that insurance companies have used to help value injury claims. Today, many insurers use their own software, databases, and advanced automated tools to process claims. These systems can make claim handling more consistent, but consistency does not always mean each case is looked at individually.

Colossus works by using information entered about the claim, such as injury details, medical treatment, how long care lasted, and other factors. The software then helps the claims representative decide on a settlement range or evaluate the claim.

The American Bar Association has talked about Colossus as software used to calculate settlement offers for injury claims. They have also raised concerns about the increasing use of artificial intelligence and automation in handling insurance claims. The ABA points out that human judgment is still important because not every case fits perfectly into a computer system.

The existence of the software does not mean every insurer uses Colossus, that every bodily injury claim is processed through it, or that an insurer must settle a claim at a computer-generated value. Different carriers use different procedures, and some companies rely on proprietary systems. For an accident victim, the more useful question is whether important information has been omitted, discounted, categorized incorrectly, or inadequately considered in arriving at the insurer’s offer.

Why Automated Claim Valuation Can Become A Problem For An Injured Person

Insurance companies handle enormous numbers of claims. From the insurer’s perspective, technology can make the process faster and more consistent. From the injured person’s perspective, however, an injury is not an average case.

Two people with the same diagnosis can experience dramatically different consequences. A torn rotator cuff may affect an office worker differently from a construction worker who must repeatedly lift materials overhead. A fractured ankle may create different hardships for a retired person than for a delivery driver who spends an entire workday walking and climbing stairs. A cervical disc injury may prevent one person from sleeping comfortably while another loses the ability to perform the physical duties required to earn a living.

A valuation system depends heavily on the information available to it and the manner in which that information is categorized. If significant facts are missing or reduced to standardized variables, the resulting evaluation may not reflect the full damages supported by the evidence

This is one reason accident victims should not assume that an insurer’s first offer, or even a later offer described as the most the company can pay, represents the legal value of the claim.

A Computer Does Not Decide What An Illinois Jury Could Award

An insurance company’s internal settlement range is not the same thing as a verdict under Illinois law. If a case cannot be resolved, an injured person may file a lawsuit and present evidence to a judge or jury, subject to the applicable rules of evidence and civil procedure.

A jury does not receive an insurance company’s Colossus calculation and use it as the legal measure of damages. Instead, damages are determined from the evidence presented in the case.

Illinois Pattern Jury Instructions recognize multiple categories of personal injury damages, depending on the evidence. These can include medical expenses, pain and suffering, disability, disfigurement, loss of normal life, and other legally recognized losses. The facts of the individual case determine which damages may be recoverable and how they must be proven.

That distinction gives an injured person an important source of leverage. An insurance company may have an internal valuation method, but the ultimate question in litigation is what the admissible evidence proves.

How A Software-Based Valuation Can Miss Important Parts Of An Accident Claim

The Human Effect Of An Injury May Be Difficult To Reduce To Data

Consider two people who both suffer lumbar disc herniations.

The first person improves after several weeks of conservative treatment and returns to normal activities. The second person develops persistent radiculopathy, receives injections, cannot return to a physically demanding occupation, stops participating in recreational activities, and eventually requires surgery.

The diagnostic label may initially look similar. The consequences are not.

A strong personal injury claim needs to explain those consequences. Medical records establish important parts of the case, but they do not always describe how an injured parent can no longer lift a child, how pain interrupts sleep every night, or how a worker can no longer perform the duties that supported the family.

Hess Injury Law Firm can develop the evidence necessary to explain the person behind the medical records rather than allowing the claim to be evaluated as a collection of standardized codes.

Incomplete Medical Documentation Can Affect How A Claim Is Evaluated

Automated valuation is only as useful as the information being evaluated. If a medical record does not accurately describe symptoms, physical limitations, objective findings, or the reason treatment was required, important aspects of the injury may not be reflected in the insurer’s evaluation.

This does not mean accident victims should exaggerate symptoms or seek unnecessary medical care. Medical treatment should be based on actual medical needs. It does mean that injured people should communicate accurately with their physicians about what they are experiencing and how the injury affects their functioning.

For example, telling a physician only that the neck “still hurts” may not convey that the patient experiences numbness into the hand, wakes repeatedly during the night, cannot sit at a computer for longer than 30 minutes, and has stopped performing household work because of pain. Accurate documentation helps physicians provide appropriate treatment and can also make the medical record more complete.

Treatment Gaps May Be Interpreted Against The Claimant

Insurance companies commonly look at the timing and consistency of medical treatment. A substantial delay in seeking treatment after a collision may lead the carrier to question whether the injury was actually caused by the crash. Long gaps between appointments may also be used to argue that the claimant recovered or that later symptoms are unrelated.

Sometimes there are reasonable explanations for these gaps. An injured person may struggle to obtain an appointment, lack health coverage, have transportation difficulties, need to work despite pain, or initially believe the injury will improve on its own. These circumstances may not be apparent from a database or automated claims evaluation.

The underlying explanation matters. A Hoffman Estates Auto Accident Lawyer can review the medical timeline and determine whether treatment gaps or other issues need to be addressed directly rather than allowing the insurer to draw an unfavorable conclusion.

Pre-Existing Conditions Can Affect A Software Evaluation

Prior medical conditions are another major issue in bodily injury claims. If the insurer identifies earlier back pain, arthritis, degenerative disc disease, a prior surgery, or an older accident involving the same body part, it may attempt to reduce the amount attributed to the new collision.

Illinois law, however, recognizes that an injured person may recover when a collision aggravates a pre-existing condition. A person does not lose the right to compensation merely because the body was more susceptible to injury before the crash.

The important evidence may include the person’s condition before the collision, the frequency of earlier treatment, the activities the person could perform, symptoms immediately after the crash, new diagnostic findings, increased treatment, work restrictions, and physician opinions concerning causation. A standardized claim valuation may not tell that entire story unless the evidence is properly developed and presented.

Did Regulators Ever Investigate The Use Of Colossus?

Yes. The historical use of Colossus has received regulatory scrutiny, which provides important context without establishing that every use of the software is improper.

A multi-state market conduct examination concerning Allstate’s use of Colossus examined claims data from earlier years. Regulators reported that Allstate used Colossus on approximately half of its automobile bodily injury claims during the period examined and resolved more than 90 percent of claims on which Colossus was used within the software’s evaluation range. 

Importantly, the regulators stated that they did not identify institutional issues involving underpayment of claims, but they concluded that enhanced management oversight of the software’s use was appropriate. Allstate agreed to implement specific claims practices and procedures.

That history illustrates why the issue should be discussed carefully. The existence of claim valuation software is not proof that a particular claimant has been underpaid. Whether an offer is too low must be determined by analyzing the actual liability, injuries, medical evidence, damages, available insurance, and litigation risk in that person’s case.

At the same time, the history demonstrates that the manner in which valuation software is implemented and supervised can warrant regulatory attention.

Illinois Law Requires Reasonable Claims Handling Practices

Illinois insurance law contains standards addressing improper claims practices. 215 ILCS 5/154.6 identifies conduct that may constitute improper claims practices when committed without just cause and in violation of the governing statute.

Among other things, the statute addresses an insurer’s failure to adopt and implement reasonable standards for prompt claim investigations and settlements. It also identifies failing to attempt in good faith to effectuate prompt, fair, and equitable settlements when liability has become reasonably clear and refusing to pay claims without conducting a reasonable investigation based on all available information.

These provisions do not mean that every disputed settlement offer creates a separate legal claim against the insurance company. Liability claims often involve genuine disputes concerning fault, causation, damages, treatment, and the amount of reasonable compensation. The statute nevertheless reinforces an important principle: claims handling is expected to involve reasonable investigation and fair procedures rather than arbitrary decision-making.

Illinois administrative regulations provide additional standards governing insurance claims practices. 50 Ill. Admin. Code Part 919 establishes minimum standards for the investigation and disposition of claims and provides criteria used by the Illinois Department of Insurance in examining insurer practices.

A Low Software-Influenced Offer Does Not Require An Accident Victim To Settle

Insurance adjusters sometimes present offers with language that makes the amount sound fixed. An injured person may hear that the company has “evaluated” the claim, that the offer reflects the available medical documentation, or that the adjuster has reached the maximum authorized amount.

None of those statements necessarily means the injured person must accept the offer.

Settlement is voluntary. If the parties cannot agree and a viable claim exists, litigation may provide a process for resolving liability and damages. The insurance company’s internal computer system does not bind an Illinois court or jury.

This is one of the most important reasons to evaluate an offer independently. The meaningful comparison is not between the initial demand and the insurer’s computerized range. It is between the amount being offered and the value reasonably supported by the evidence, Illinois law, policy limits, collectability, comparative fault, and the risks of litigation.

Contact Our Hoffman Estates Auto Accident Lawyer After A Traffic Accident With Injury

An insurance company’s computer system may help it process thousands of bodily injury claims, but the person injured in a crash has only one claim and must live with the consequences of that injury long after the file is closed. A settlement should therefore be evaluated according to the actual collision, actual medical evidence, actual financial losses, and actual effect of the injuries rather than accepted simply because software or an adjuster generated a particular number.

Hess Injury Law Firm represents people injured in car, truck, motorcycle, pedestrian, and other traffic accidents, as well as families pursuing wrongful death claims. Founding attorney Matt Hess’s background includes more than sixteen years handling thousands of insurance claims and hundreds of lawsuits, along with prior employment at one of the nation’s largest multi-line insurance carriers. That combination gives the firm substantial insight into both sides of the insurance claims process.

Contact our Hoffman Estates underpayment of injury claim lawyers by calling (847) 708-4377 to receive your free consultation. The attorneys can review the insurance company’s offer, identify the issues affecting valuation, explain the applicable Illinois law, and discuss whether additional negotiation or litigation may be appropriate.