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AI Tools for Insurance Claims Examiners
AI tools that help insurance claims examiners review coverage, research medical treatments, verify facts, track regulatory requirements, analyze litigation trends, and resolve claims faster.
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Conservative first-line
Physical therapy (6–12 weeks), NSAIDs, activity modification
Epidural steroid injections
FDA-cleared — appropriate if conservative care fails at 6 weeks
Surgical indication
Microdiscectomy: persistent symptoms >6–12 weeks or neurological deficit
Non-covered treatment
Stem cell injections — not FDA-approved, experimental
Average treatment duration
3–6 months for conservative management; 6–12 months post-surgery
Medical treatment and drug coverage research
Look up FDA-approved indications, standard treatment protocols, dosage guidelines, and off-label use status for medications and procedures in claims. Verify whether claimed treatments are medically appropriate.
Look up Botox (onabotulinumtoxinA) — is it FDA-approved for chronic migraine? What is the standard dosing protocol and treatment frequency that should be covered under a medical insurance policy?
Botox is FDA-approved for chronic migraine (≥15 headache days/month) since 2010. Standard protocol: 155 units across 31 injection sites every 12 weeks. Duration of coverage: typically 2 consecutive treatment cycles required before insurance evaluation. ICHD-3 diagnostic criteria apply. Off-label use for episodic migraine not covered under most medical policies.
ToolRouter get_drug_info
FDA approval
Chronic migraine (≥15 headache days/month) — approved 2010
Standard dosing
155 units across 31 injection sites every 12 weeks
Coverage requirement
ICHD-3 diagnostic criteria must be met
Evaluation threshold
2 consecutive treatment cycles typically required before re-evaluation
Off-label exclusion
Episodic migraine (<15 days/month) — not FDA-approved, not covered
Settlement value research
Research injury settlement values, litigation trends, and verdict data for the jurisdiction and injury type. Build defensible reserve positions with market-based comparables.
Research settlement values for mild traumatic brain injury (mTBI) cases with 6-month recovery in Cook County, Illinois. What is the typical range and what factors most affect value?
Cook County mTBI settlements (2023–2025): range $85K–$650K for 6-month recovery with no permanent deficit. Median: ~$175K. Value drivers: age, employment impact, whether MRI positive, attorney representation, and treating physician credibility. Cook County plaintiff-favorable: add 15–20% to statewide averages. Nuclear verdict risk below $500K threshold for unrepresented claims.
ToolRouter research
Settlement range
$85K–$650K for 6-month recovery / no permanent deficit
Median settlement
~$175,000 in Cook County
Venue premium
Cook County 15–20% above Illinois statewide average
Key value drivers
Age, employment impact, MRI result, attorney, treating physician
Nuclear verdict risk
Below $500K threshold for unrepresented — manageable
Coverage and regulatory compliance verification
Research state-specific claims handling requirements, prompt payment laws, and coverage obligations. Ensure claims are being handled in full compliance with applicable regulations.
What are the workers' compensation claims handling timeframe requirements in Ohio? I need to know the deadlines for initial payment, denial, and benefit continuation.
Ohio workers' comp deadlines: First payment due within 14 days of reported date of injury if not disputed. Denial must be filed within 14 days with Ohio BWC. Compensation order compliance: 10 days from award. Late payment interest: 18% per annum. Self-insured employers: additional notice and payment bond requirements. MCO authorization required for all medical treatment.
ToolRouter search_actions
ActionDeadlineAuthority
First payment14 days from injury reportOhio BWC
Denial filing14 days with BWCOhio BWC
Compensation order compliance10 days from awardIC Order
Medical treatment authorizationPrior auth via MCOBWC MCO rules
Source: Ohio BWC administrative rules · verified 2025
Fraud indicator research
Research claim circumstances against known fraud patterns. Investigate claimant backgrounds, provider billing patterns, and event verification to identify red flags before paying claims.
This claimant has an attorney-represented slip and fall claim. Investigate any prior claims history and verify the reported rainy conditions at the loss location on the date claimed.
Weather check: January 14, 2026, Orlando FL — dry conditions confirmed, no precipitation recorded. Nearest rain event 4 days prior. Claimant background: 2 prior slip and fall claims (2019, 2022 — different carriers). Same plaintiff attorney on all 3 claims. Recommend SIU referral before any payment.
ToolRouter get_history
Precipitation
None recorded — dry conditions all day
Nearest rain event
January 10, 2026 — 4 days prior to claimed loss date
Temperature
68°F high, low humidity — no wet conditions
Finding
Weather data does not support slip-on-wet-surface claim narrative
ToolRouter search_person
YearClaim typeCarrier
2019Slip and fall — grocery storeDifferent carrier
2022Slip and fall — parking lotDifferent carrier
2026Current claim — this carrierCurrent carrier
3 slip-and-fall claims · same attorney on all · SIU referral recommended
Subrogation and recovery research
Research third-party liability, product defect history, and subrogation recovery prospects. Identify solvent defendants and applicable statutes of limitation before closing claims.
We paid a $285,000 fire claim caused by a defective dryer. The manufacturer is Apex Appliances Inc. Research their product recall history, any related CPSC actions, and financial viability for subrogation.
Apex Appliances: CPSC voluntary recall issued August 2024 for 180,000 dryers (overheating defect) — your model covered. 4 related fires reported pre-recall. Company financials: privately held, revenue ~$40M, no bankruptcy signals. Active product liability MDL in Northern Ohio consolidating 23 fire claims. Subrogation prospects: strong — join MDL or file separate action.
ToolRouter research
CPSC recall
Voluntary recall Aug 2024 — 180,000 dryers, overheating defect
Model coverage
Claimant's model confirmed in recall scope
Related fires
4 similar fire losses reported pre-recall — pattern established
Financial viability
~$40M revenue, no bankruptcy signals — solvent defendant
MDL status
Active MDL in N. Ohio consolidating 23 fire claims — join or file separately
ToolRouter search_actions
Aug 2024
CPSC voluntary recall — 180,000 dryers, overheating defect
Jun 2024
CPSC investigation opened after 4th fire report
Mar 2024
First CPSC inquiry letter sent to manufacturer
Jan 2024
Initial consumer complaints filed with CPSC
Litigation and verdict trend research
Research jury verdict trends, litigation outcomes, and social inflation data for the claim's jurisdiction. Understand the local legal environment before trial strategy and reserve setting.
Research recent jury verdict trends in Broward County, Florida for auto accident cases with soft tissue injuries and medical bills between $25,000 and $75,000.
Broward County 2024–2025 soft tissue verdicts ($25K–$75K medical bills): Plaintiff win rate 67%, average verdict $142,000 (2.4x medicals). Pain and suffering multiplier: typically 3–5x in FL. Significant nuclear verdict risk above $250K medicals — 3 verdicts above $1M in this range in 2025. Recommend early resolution at or below 2x medicals for unrepresented; up to 4x for attorney-represented.
ToolRouter research
Plaintiff win rate
67% in Broward County auto soft tissue cases
Average verdict
$142,000 (2.4x medicals for $25K–$75K bill range)
Pain & suffering multiplier
3–5x specials typical in Florida soft tissue cases
Nuclear verdict risk
3 verdicts above $1M in this medical bill range in 2025
Reserve guidance
2x medicals for unrepresented; 4x for attorney-represented
Ready-to-use prompts
Drug coverage determination
Is Humira (adalimumab) FDA-approved for ankylosing spondylitis? What is the standard dosing schedule and how long is treatment typically approved for under commercial insurance?
Settlement value research
Research average settlement values for herniated disc claims (L4-L5) with 12-month treatment in Maricopa County, Arizona. Include the impact of surgical vs. non-surgical treatment on value.
Prompt payment law compliance
What are the prompt payment laws and interest penalty requirements for auto insurance claims in Texas? Include timeframes for acknowledgment, investigation, and payment.
Weather event verification
Verify whether a tornado or severe hail event occurred near ZIP code 40207 in Louisville, KY on February 28, 2026. The claimant alleges wind damage to their roof.
Subrogation research
Research product recall and safety action history for GrillMaster Gas Grills. Our insured suffered a fire loss allegedly caused by a gas valve defect. Is there a recall or class action we can join?
Clinical trial for claimed treatment
Research whether spinal cord stimulation for chronic low back pain is considered experimental or standard of care. Find clinical evidence and any FDA clearance status.
Litigation trend by jurisdiction
Research plaintiff verdict trends for premises liability slip and fall cases in Harris County, Texas for 2024–2025. Include average verdict amounts and plaintiff win rates.
Claimant background research
Search for public records on claimant Robert Daniels, 55, Chicago IL, claiming permanent disability from a workplace back injury. Look for prior claims, employment records, and any active social media.
Tools to power your best work
Academic ResearchSearch papers, authors, citations
Deep ResearchAI research reports with citations
Drug InformationDrug info: recalls & side effects
Regulatory ActionsSEC, CFPB, FDIC & Federal Register
People SearchFind anyone across 500+ sites
Compliance ScreeningAML, sanctions, PEP & due diligence investigations
Clinical TrialsClinical trials & drug safety data
Legal ResearchCase law, statutes, regulations & legislation worldwide
165+ tools.
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Everything insurance claims examiners need from AI, connected to the assistant you already use. No extra apps, no switching tabs.
Complex bodily injury claim review
Systematically evaluate a large bodily injury claim with medical research, jurisdiction benchmarks, and investigation.
Subrogation opportunity identification
Identify and document subrogation recovery prospects before closing a claim.
Fraud referral documentation
Build an evidence file supporting an SIU fraud referral.
Frequently Asked Questions
Can drug information be used as the sole basis for coverage determinations?
Drug Information provides FDA labeling data to inform coverage analysis, but coverage determinations must also apply policy language, applicable state mandates, and plan documents. Use this research to support — not replace — coverage decisions made in accordance with your claims guidelines.
How accurate is the settlement value benchmarking data?
Deep Research compiles publicly available verdict and settlement data from court records, legal publications, and verdict databases. Settlement data is inherently limited because most settlements are confidential — published verdict data may skew toward tried (higher-value) cases. Use as a relative benchmark, not an absolute guide.
Can these tools help with Medicare Set-Aside calculations?
Drug Info can look up medication costs, and Financial Calculator can handle the present value computations. For formal MSA allocations, the methodology must comply with CMS guidelines and typically requires a CMS-approved MSA reviewer. These tools support research and calculation components.
What case law jurisdictions are covered?
Case Law covers US federal courts, all 50 state supreme and appellate courts, plus UK, India, Germany, Canada, and Australia. For claims purposes, it is most valuable for researching coverage case law, bad faith standards, and damages precedents in the claim's jurisdiction.
How do I research whether a treatment is experimental vs. standard of care?
Clinical Trials helps determine if a treatment is still in trial phases. Drug Info provides FDA approval status. Academic Research surfaces peer-reviewed evidence. Together, these tools help establish whether a treatment meets the "medically necessary" and "not experimental" thresholds required by most policies.
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