Domain intelligence

AI data built for decisions that matter.

Generic data is not enough for regulated operations. We translate domain rules, policies, processes and failure modes into high-quality training signal and rigorous evaluation.

Banking & financial services

Train and test financial AI against real controls.

KYC/AML, fraud, credit, model risk, regulatory reporting, customer servicing, transaction authority, segregation of duties and human approval.

  • AML/KYC
  • Credit
  • Fraud
  • Model risk
Healthcare

Validate AI for sensitive clinical and administrative workflows.

Clinical safety, patient navigation, claims, medical records, consent, PHI handling, escalation, care operations and healthcare compliance.

  • Clinical safety
  • Claims
  • PHI
  • Patient journeys
Enterprise GRC

Turn policies, risks and controls into AI-ready knowledge.

Policy interpretation, control design and testing, operational risk, internal audit, third-party risk, cyber controls and AI governance.

  • Risk
  • Controls
  • Audit
  • Compliance
Telecommunications

Govern AI across complex networks and operations.

Network operations, incident response, customer care, field service, data access, autonomous remediation, delegated authority and evidence.

  • Network AI
  • CX
  • Operations
  • Agent controls
Designed for your domain

Start with your own standards, not ours.

We configure the engagement around your policies, regulations, operating processes, quality thresholds and risk appetite. The output becomes a reusable institutional benchmark, not a black-box score.

Discuss your use case

Turn your domain knowledge into a defensible AI advantage.

Start a discovery session