Financial Services
Governed intelligence for risk, ops, and client experience.
Banks and insurers need AI that survives model risk management. Zansoc delivers document intelligence, fraud and cyber detection, and agent workflows with evaluation harnesses, challenger models, and documentation packs that risk committees can actually review.
Document AI
Extraction and reasoning over contracts, KYC, and claims.
Fraud & Cyber
Adversarial ML for transaction and identity threats.
Ops Agents
Policy-bound assistants for middle- and back-office.
Model Risk
Evaluation, monitoring, and challenger frameworks.
Intelligence that can be challenged
We ship models with performance cards, feature stability reports, and challenger comparisons. Drift monitors trigger review workflows before silent degradation becomes a regulatory event. Agents inherit the same discipline: every tool call is logged with purpose and policy version.
Documents are the product
Credit, claims, and compliance still run on PDFs and emails. Our pipelines combine layout-aware extraction with grounded generation so analysts get answers with citations into source pages — reducing rework without inventing facts.
Security co-designed with cyber teams
Financial attackers adapt. Our Security Lab partners with FS clients on adversarial evaluation of fraud and identity models, red-teaming prompt injection against agent surfaces, and sovereign deployment options for sensitive workloads.