Insurance & Public Adjusters AI Solutions
Claims intelligence, field documentation, and risk analytics
Accelerate first notice of loss through settlement with AI that structures unstructured submissions, scores severity and fraud risk, and supports adjusters and public adjusters with consistent, explainable outputs—integrated to your core, CMS, and document platforms.
Our Solutions
Claims & risk intelligence
FNOL automation, field-ready documentation, and SIU analytics designed for carriers, TPAs, and adjusting firms.
Intelligent FNOL & document AI
Structure loss notices from email, voice, PDFs, and portals—extract parties, coverages, and damage cues with confidence scoring for straight-through or adjuster review.
- FNOL cycle
- 35–50% ↓
- Structured fields
- 40+
- Core/CMS ready
- JSON/API
Damage assessment & field packages
Computer vision and guided capture for property claims—consistent photo sets, severity tagging, and draft estimates or carrier packages for public adjusters and carrier field teams.
- Desk review time
- 25–40% ↓
- Media consistency
- High
- Human review
- Built-in
Fraud, SIU & link analytics
Entity resolution and graph-style signals across vendors, claimants, and history—prioritize investigations with explainable tiers and playbook-driven referrals.
- False referrals
- 20–35% ↓
- Investigator lift
- Measurable
- Audit trail
- Full
Trust & governance
Built for regulated claims data and defensible AI
Proven outcomes
Insurance & adjusting AI success stories
Measurable impact on cycle time, adjuster capacity, and fraud referral quality
FNOL intake & routing at scale
Challenge
Email, portal, and phone FNOL produced inconsistent payloads; adjusters spent hours normalizing loss details before assignment.
Solution
Deployed document and speech-to-structure models with business rules for peril, coverage hints, and severity scoring—feeding core and CMS with validated JSON and confidence scores.
Public adjuster field intelligence
Challenge
Photo and estimate packets varied by adjuster; desk review bottlenecks delayed carrier submissions and slowed settlements.
Solution
Standardized capture with guided photo sets, auto-tagging of damage types, and draft narrative generation for carrier packages—reviewed and edited by senior adjusters.
SIU referral quality
Challenge
High false-positive fraud flags burned investigator time and strained vendor relationships; simple rules missed organized schemes.
Solution
Graph-style link analysis across parties, vendors, and historical claims with explainable risk tiers and playbook-driven referrals.
Litigation & regulatory readiness
Challenge
Ad-hoc spreadsheets and email chains made it hard to reproduce decision paths for audits and disputes.
Solution
Immutable decision logs, model cards, and human override capture tied to each claim milestone with exportable evidence packs.
See how peers shortened claims cycles
Join carriers and adjusting firms using AI for triage, documentation, and SIU support
Why Innovoco
Why Innovoco for insurance AI
Production discipline with the compliance posture carriers and firms expect
Audit-ready lineage
Governed AI by design
Model risk documentation, monitoring, and rollback paths aligned to how compliance and legal teams actually review deployments.
End-to-end FNOL to payment support
Structured + unstructured mastery
OCR, NLP, and computer vision pipelines tuned for loss descriptions, policies, endorsements, and field media—not generic document demos.
Human-readable rationales
Explainable risk signals
Features and narratives your SIU and legal partners can interrogate—not black-box scores dropped into legacy green screens.
500+ enterprise data projects
Data platform depth
Lakehouse, streaming, and API fabrics so telematics, IoT, weather, and third-party enrichment land where models and adjusters need them.
Insurance & adjusting AI FAQs
Common questions for carriers, TPAs, MGAs, and public adjusting firms
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