Each service below focuses on three detailed insurance use cases. The aim is to show, in operational terms, how each service works inside an insurer, where value is created, and why the service matters financially and operationally.
Subrogation
Recover money after payment
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Identify and pursue recoverable claims with structured case handling, demand workflows, evidence management, negotiation support, and recovery tracking.
Insurance Company Benefit
Recover claim dollars that would otherwise remain closed losses, improve recovery discipline, and reduce dependence on ad hoc manual follow-up.
Three Detailed Use Cases
- Auto collision with clear third-party fault: an insurer pays $12,000 to repair its insured’s vehicle after a rear-end collision. The platform detects third-party liability, opens a recovery file, organizes police report and repair evidence, prepares the demand package, and tracks the case through negotiation. Benefit to the insurer: paid loss turns into recoverable cash instead of remaining a closed file.
- Property loss caused by a contractor or neighboring tenant: a water-damage claim is paid on a condominium unit, but the root cause points to outside negligence. The system captures the cause-of-loss facts, links the responsible party, and moves the case into subrogation review with the right evidence checklist. Benefit to the insurer: property payouts are no longer treated as final when legal recovery still exists.
- Workers’ compensation or cargo case with recoverable outside fault: a workplace injury is caused by a subcontractor, or a shipment is damaged by a carrier after the insurer has already indemnified the policyholder. The platform routes the file into a structured recovery path instead of leaving it buried in operational claims handling. Benefit to the insurer: high-value commercial losses get disciplined recovery treatment instead of being written off too early.
Automation
Reduce manual operational burden
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Automate tasks, reminders, escalations, follow-ups, case routing, demand preparation triggers, and service-level checkpoints across claims and recovery operations.
Insurance Company Benefit
Lower handling friction, improve consistency across teams, reduce avoidable delay, and ensure the right files move at the right time without depending on memory.
Three Detailed Use Cases
- Automatic follow-up after a demand is sent: once a recovery demand goes out, the platform automatically schedules the next reminder, the escalation date, and the handler task if no response is received. Benefit to the insurer: recovery progress no longer depends on individual memory or spreadsheet reminders.
- Workflow creation the moment a claim becomes eligible: when a paid claim meets recovery criteria, the system generates review, documentation, approval, and outreach tasks for the right team members. Benefit to the insurer: new opportunities move into action immediately instead of waiting in backlog.
- Deadline and inactivity control: if a limitation period is approaching or a file has stalled with no action for too long, the system alerts handlers and supervisors automatically. Benefit to the insurer: avoidable recovery losses caused by delay, inactivity, or missed deadlines are significantly reduced.
Analytics
Create visibility and accountability
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Track recovery performance, missed opportunities, aging, operational cycle times, handler throughput, and financial outcomes with reporting designed for managers and executives.
Insurance Company Benefit
Replace fragmented reporting with actionable visibility so leadership can see where recoveries are missed, where processes stall, and where operational improvements have financial impact.
Three Detailed Use Cases
- Recovery performance by team, region, or line of business: management can see which units recover well, which ones miss opportunities, and which segments underperform against target. Benefit to the insurer: recovery becomes measurable and manageable instead of anecdotal.
- Missed-opportunity reporting on closed claims: the platform identifies files that were paid and closed without recovery review even though third-party potential existed. Benefit to the insurer: leadership gets direct visibility into revenue leakage caused by process gaps.
- Operational aging and bottleneck analysis: dashboards show where cases sit too long—awaiting response, waiting for documents, or stuck in negotiation. Benefit to the insurer: managers can correct the exact point where cycle time and recoveries are being lost.
Claims Leakage Prevention
Stop avoidable losses before they settle in
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Detect overpayments, liability allocation errors, excessive repair costs, duplicate disbursements, rental overages, and missed salvage or recovery offsets before leakage grows.
Insurance Company Benefit
Reduce avoidable claim spend, protect indemnity discipline, and create a measurable savings function that complements downstream recovery work.
Three Detailed Use Cases
- Repair invoice inflation before payment approval: a body shop estimate comes in materially above expected market norms for the same damage profile. The platform flags the variance before funds are released. Benefit to the insurer: loss costs are reduced before they become booked spend.
- Liability paid as 100% when facts suggest shared fault: a claim is set up as full liability, but police notes or file facts indicate comparative negligence. The system surfaces the mismatch for review. Benefit to the insurer: prevents overpayment caused by weak liability discipline.
- Duplicate or excessive ancillary expenses: repeated tow invoices, extended storage, or rental charges beyond normal duration are identified before approval. Benefit to the insurer: leakage is controlled in the day-to-day expense stream, not only in major indemnity amounts.
Counterparty Intelligence
Negotiate with better context
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Build intelligence on external insurers, adjusters, responsible parties, response timing, denial behavior, and settlement patterns to improve recovery strategy and case handling.
Insurance Company Benefit
Strengthen negotiation positioning, shorten communication loops, and turn prior experience with counterparties into an operational advantage rather than lost institutional memory.
Three Detailed Use Cases
- Different counterparties require different pursuit strategies: one external insurer responds quickly after a first demand, while another regularly ignores initial outreach and only moves after escalation. The platform records those patterns and adjusts workflow timing accordingly. Benefit to the insurer: teams stop treating every counterparty the same and recover faster.
- Settlement behavior informs negotiation planning: if a carrier typically settles around a certain range or routinely disputes liability percentages, handlers can prepare the right evidence and approval strategy from the start. Benefit to the insurer: negotiations become more informed, consistent, and financially disciplined.
- Escalation paths and contact intelligence reduce wasted time: the system keeps track of known adjuster contacts, escalation routes, and response preferences. Benefit to the insurer: less time is spent searching for the right contact and more time is spent advancing the file.
Fraud Detection
Surface suspicious loss patterns early
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Flag suspicious claims, repeated entities, unusual billing behavior, document anomalies, and patterns that may point to fraud, abuse, organized activity, or process manipulation.
Insurance Company Benefit
Reduce unnecessary payouts, focus investigative attention where it matters, and strengthen financial controls without waiting for manual suspicion to emerge.
Three Detailed Use Cases
- Repeated claimant or accident pattern across files: the same driver, phone number, address, or incident profile appears across multiple claims that should be unrelated. The platform flags the connection for review. Benefit to the insurer: suspicious patterns are surfaced before they become recurring paid losses.
- Vendor billing irregularities across different claims: one repairer, medical provider, or service vendor repeatedly submits inflated or inconsistent line items across files. Benefit to the insurer: fraud or abuse can be spotted at the vendor-pattern level, not only claim by claim.
- Timing and documentation anomalies at claim intake: a loss is reported immediately after policy inception, after a coverage change, or with weak supporting documentation compared with the claimed severity. Benefit to the insurer: investigative attention is directed where financial risk is highest.
AI
Assist adjusters and recovery teams
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Use AI to summarize files, identify missing evidence, recommend next actions, surface recovery indicators, support triage, and reduce the time teams spend reading and re-reading claims material.
Insurance Company Benefit
Improve decision speed without sacrificing context, reduce cognitive load on handlers, and make large claims files easier to act on with consistency and control.
Three Detailed Use Cases
- Large file summarized into operational facts: instead of reading dozens of pages of notes, invoices, and correspondence, the handler receives an AI-generated summary of parties, liability signals, financials, and next steps. Benefit to the insurer: teams act faster on complex files without losing context.
- Missing evidence identified before it blocks progress: AI reviews the file and highlights absent police reports, proof of payment, photos, or liability documents. Benefit to the insurer: weak files are strengthened early, improving both recovery and decision quality.
- Next-best-action recommendations for handlers: based on file facts and workflow stage, AI suggests whether to follow up, negotiate, escalate, or close. Benefit to the insurer: less uncertainty for adjusters and more consistency across the operation.
