Copilots and agents for regulated operations
Each solution ships with explainability, evaluation harnesses and audit evidence — designed to pass risk review, not just a demo.
AFL™ Framework and RAG Security Assessment Toolkit™
We help enterprises build secure, compliant and explainable GenAI, RAG and Agentic AI platforms through our AFL™ Framework and RAG Security Assessment Toolkit™.
AFL™ (Autonomous Financial Layer)
GenAI transformation strategy for banking, insurance and enterprise financial operations.
- Strategic transformation framework
- Layered decision architecture
- Maturity model and roadmap
🔒 RAG Security Assessment Toolkit™
Secure your GenAI, RAG and Agentic AI ecosystem with enterprise-grade DevSecOps controls, governance frameworks and AI security assessments.
- Detect AI security risks
- Prevent prompt injection
- Secure agentic workflows
- Ensure regulatory compliance
Explainable Claims Decision Copilot
Adjudication support that shows its work — every recommendation cites the policy clause, clinical guideline and claim artefact behind it.
Pre-auth claims
- Medical necessity checks
- Network and tariff validation
- Turnaround under minutes
Reimbursement claims
- Bill and discharge summary parsing
- Deduction reasoning
- Query letter drafting
Policy validation
- Waiting periods and exclusions
- Sub-limit and co-pay logic
- Clause-level citations
Fraud Detection Agent
A multi-agent investigation workflow that triages suspicious claims and hands investigators an evidence pack, not just a score.
Suspicious claim detection
- Provider and network pattern analysis
- Duplicate and upcoding signals
- Anomaly narratives
Risk scoring
- Explainable score drivers
- Configurable thresholds
- Case routing to SIU
Customer Service AI Agent
Grounded conversational support across voice, chat and email — no hallucinated policy answers.
Policy inquiries
- Coverage and exclusion answers
- Renewal and endorsement guidance
- Multilingual support
Claims status
- Real-time status lookup
- Document deficiency prompts
- Escalation with full context
Underwriting Copilot
Faster, more consistent risk decisions built on structured extraction from unstructured submissions.
Risk assessment
- Guideline-aligned recommendations
- Comparable case retrieval
- Referral rationale
Document analysis
- Medical report extraction
- Financial statement parsing
- Discrepancy flags
AI Knowledge Assistant
Enterprise RAG across policies, SOPs, circulars and clinical guidelines with role-based access control.
Retrieval
- Hybrid vector and keyword search
- Access-gated corpora
- Freshness and versioning
Governance
- Answer citations
- Prompt and response logging
- PII redaction
Which use case should you start with?
Bring your top three candidates — we will size effort, risk and ROI in a single working session.