When you file a claim after being harmed by a medical provider’s negligence, you may assume a fair-minded professional will review your case and offer compensation reflecting your actual losses. Increasingly, that is not what happens. Many insurance companies now rely on artificial intelligence systems to evaluate claims, assign value ranges, and push adjusters toward preset settlement figures. These tools are designed to move cases faster and cost the insurer less. They are not designed with your recovery in mind.
At Davis & Davis, our Houston medical malpractice lawyers understand how these systems work and how they can work against you. Serving clients throughout Texas and nationwide, our trial tested legal team has nearly 70 years of combined experience building a practice exclusively focused on holding negligent medical providers accountable. When an insurance company’s algorithm attempts to reduce the value of your claim, we know how to push back.
How AI Determines What Your Claim Is “Worth”
Major insurers use proprietary software to process incoming claims. Tools like Colossus, ClaimIQ, and Guidewire analyze injury type, medical records, treatment timelines, and historical settlement data to produce a recommended payout range. When an insurance company receives a claim, it does not always go straight to an adjuster. Instead, the details are fed into algorithms scanning thousands of past cases to predict what a claim “should” be worth. The adjuster often starts negotiations from that number, not from the actual facts of your situation.
The National Association of Insurance Commissioners adopted a model bulletin in December 2023 specifically addressing how AI systems used by insurers must comply with all applicable insurance laws, including those governing unfair trade practices and unfair discrimination. The fact regulators felt the need to issue such guidance signals how widespread and consequential the use of these tools has become. Whether AI-driven efficiency benefits you as a claimant is a very different question than whether it benefits the insurer.
Why Algorithms Consistently Come Up Short
The core problem is that AI tools measure what they can count. An algorithm can calculate treatment costs and estimate lost wages, but pain and suffering is inherently subjective. No AI system can reliably assign a financial value to emotional distress, diminished quality of life, or the long-term consequences of a serious diagnosis error or surgical mistake. In medical malpractice cases, the gap between what an algorithm calculates and what a victim actually endures can be significant.
Injury settlement value is not a fixed number. It reflects medical evidence, liability, wage loss, future care needs, and local jury expectations. AI systems compress all of those variables into structured inputs, and compression often leads to undervaluation. There is also the issue of built-in bias: if past settlements were systematically low in certain regions or demographics, those patterns become embedded in the algorithm. Victims with complex, layered injuries, such as those resulting from surgical errors or anesthesia complications, may appear as statistical outliers. The system may flag their claims rather than value them appropriately.
The Insurance Company Is Not Looking Out for You
It is worth stating plainly: remember, the insurance company is not looking out for your best interests. Their objective is to come to a settlement for the minimum amount you will accept. AI tools make this easier by producing numbers that appear scientific and authoritative, which can discourage victims from challenging lowball offers.
Once the system generates a settlement range, adjusters may push hard to close the case quickly. Insurers rarely want a jury to hear they relied on a black-box algorithm to assess an injured person’s losses. Hiring a skilled attorney changes the entire dynamic. When the insurer knows you have legal representation willing to take the case to trial, the algorithm’s recommended range no longer sets the ceiling.
What You Can Do to Protect Your Claim
You have meaningful options. The following steps can help strengthen your position when facing an AI-generated settlement offer:
- Document your medical treatment thoroughly and follow through with all recommended care.
- Preserve detailed records of how the occurrence has affected your daily life, work, and relationships.
- Do not accept any settlement offer without having an attorney review it first.
- Consult with a medical malpractice lawyer who understands how to challenge algorithmically driven valuations.
A first offer from an insurance company is almost always the system’s minimum, not a reflection of what your case is truly worth. Taking the time to consult with an attorney before responding can make a substantial difference in the outcome.
Contact Davis & Davis for a Free Case Evaluation
Few law firms have the depth of focus our team brings to medical malpractice. At Davis & Davis, our trial tested legal team has handled more than 300 jury trials, with an exclusive focus on fighting for victims of medical negligence, including complex birth injuries, surgical errors, and hospital liability, for nearly 70 years. We represent clients on a no-upfront-fee basis, meaning we only recover when you do. We also fly throughout the United States to meet clients wherever they are.
If an insurance company has presented you with a settlement offer, do not sign anything before speaking with our attorneys. Contact our team for a free case evaluation and let us review what you may actually be owed.
