AI Exposure Control for Risk & Insurance

Defensible insurance workflows. Evidence you can prove.

CharliAI helps insurers deploy AI across underwriting, claims, fraud review, policy servicing, and risk operations without losing control of sensitive data, decisions, or evidence.

Built for insurance. Designed for accountability.

Control and evidence for responsible AI across every insurance workflow.

Controlled Data Access

Traceable Decisions

Forensic Trace

Audit-Ready

Human Oversight

Where Insurance AI Requires Control

Underwriting &
Risk Review

Analyze submissions, assess risk, and generate insights with policy-enforced guardrails and full audit trails.

Claims & Case
Handling

Accelerate triage, evidence review, and resolution while ensuring accuracy, privacy, and regulatory compliance.

Fraud &
Investigations

Surface anomalies, link patterns, and build cases with verifiable evidence and investigator oversight.

Policyholder &
Broker Workflows

Power servicing, Q&A, and document automation with safe data access and consistent customer outcomes.

Proven Across Insurance Use Cases

Underwriting Workflows

Extract, summarize, and assess submissions with explainable recommendations and approvals.

Claims Triage & Review

Prioritize claims, extract evidence, and recommend next actions with human validation.

Special Investigations / Fraud

Detect suspicious activity, correlate data, and build investigative timelines with forensic trace.

Policy Servicing & Document Review

Generate letters, endorsements, and summaries while enforcing policies and data permissions.

Risk, Compliance & Internal Audit

Monitor AI usage, validate controls, and maintain audit-ready evidence continuously.

Every AI-Assisted Insurance Workflow Must Be Explainable, Reviewable, and Defensible

Forensic Provenance & Evidence Trails

  • Capture every prompt, input, output, and tool call.
  • Link decisions to source data and policies.
  • Immutable logs for audits and investigations.

Sensitive Data Protection & Containment

  • Policy-based access to data and tools.
  • Data masking, redaction, and minimization.
  • Prevent exfiltration and unsafe interactions.

Human Review & Supervisory Oversight

  • Risk-based approvals and step-up reviews.
  • Clear escalation paths and sign-offs.
  • Maintain accountability across teams.

How Ancaeus™ Controls Insurance AI Workflows

How Ancaeus Control Plane sits between Applications and Models to govern insurance workflows
  • Enforce policies for prompts, data access, tools, and actions.

  • Govern AI interactions with guardrails and risk controls.

  • Require approvals and human-in-the-loop where needed.

  • Capture complete forensic trace for every decision.

  • Work with your models, data sources, and infrastructure.

Works with your environment

Any Model (LLM/SLM)
Any Cloud or On-Prem
Internal Systems & Databases
Third-Party SaaS
APIs & Microservices
Air-Gapped Deployments

Proven in Practice

Faster operational value
Policy-enforced AI workflows
Continuous evidence capture
Operational in days, not quarters

Underwriting
Review Copilot

Summarize submissions and highlight key risks with traceable recommendations.

Claims Evidence
Workflow

Extract and analyze evidence, recommend actions, and document decisions.

Fraud Investigation
Support

Identify anomalies, link entities, and accelerate case development.

Built for Compliance. Secured by Design.

Policy Enforcement

Centralized policies and guardrails enforced at runtime.

Privacy by Design

Data minimization, encryption, and privacy controls built in.

Data Residency Options

Support for regional, sovereign, and industry requirements.

Identity & Access Controls

Role-based access, SSO integration, and least-privilege access.

Complete Audit Trails

Immutable, searchable evidence for every AI interaction.