AI Exposure Control for Financial Services & Capital Markets

Defensible AI workflows. Evidence you can prove.

CharliAI helps banks, capital markets firms, and regulated financial institutions deploy AI across research, surveillance, onboarding, investor workflows, and risk operations with policy enforcement, audit ready evidence, and controlled data access.

Built for regulated finance. Designed for accountability.

CharliAI provides the control and evidence layer required for responsible AI across financial services and capital markets.

Controlled
Data Access

Traceable
Decisions

Forensic
Trace

Audit-
Ready

Human
Oversight

See Governed AI in Action for Financial Workflows

Watch how CharliAI helps financial teams automate workflows while protecting sensitive data, enforcing policy, preserving audit trails, and proving every decision.

Controlled data access

Sensitive financial data stays governed across every workflow.

Traceable decisions

Every prompt, retrieval, output, and approval is captured.

Audit-ready evidence

Every action is preserved for review, compliance, and defensibility.

Where Financial AI Requires Control

Controlled Financial Data Access

Secure access to customer data, transaction data, research, filings, and portfolio information with policy enforcement.

Traceable Market & Risk Workflows

Control AI across research, market surveillance, approvals, and investment and risk processes.

Audit-Ready Decision Evidence

Preserve policy, prompts, tools, evidence, approvals, and outcomes for every AI-assisted decision.

Secure AI Operations

Enforce policies and guardrails at runtime with role-based controls and human oversight.

Proven Across Financial Services & Capital Markets Use Cases

KYC & Client Onboarding

Automate data collection and verification with AI while enforcing privacy, consent, and compliance controls.

Market Surveillance

Detect market abuse, manipulation, and anomalies with governed AI and comprehensive evidence capture.

Research & Compliance Review

Accelerate research and review of filings, news, and documents with traceable, policy aligned AI.

Investor & Issuer Workflows

Support investor relations, prospectus review, and issuer communications with controlled AI assistance.

Risk, Compliance & Audit

Strengthen risk analysis, model risk management, and internal audit with defensible AI workflows.

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

Forensic Provenance & Evidence Trails

  • Capture full lifecycle of prompts, tools, data, and outputs.
  • Immutable audit events with timestamps and context.
  • End-to-end traceability for investigations and audits.

Data Protection & Containment

  • Enforce data classification and least-privilege access.
  • Prevent data leakage across models, tools, and tenants.
  • Support data residency and sovereign requirements.

Disclosure, Review & Supervisory Oversight

  • Human-in-the-loop approvals and exception handling.
  • Generate disclosures, summaries, and regulatory artifacts.
  • Enable supervisory review with complete context and evidence.

How Ancaeus™ Controls Financial AI Workflows

How Ancaeus Control Plane sits between Applications and Models to govern financial workflows
  • Sits between users, applications, and models to enforce policy at every step.

  • Enforces policies before data access, tool use, and response generation.

  • Controls prompts, tools, retrievers, plugins, and model outputs.

  • Captures comprehensive, tamper-evident forensic trace and audit events.

  • Enables human review, approvals, and exceptions where required.

  • Works with existing 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

40–60% faster time to operational value
100% policy enforcement across AI workflows
Audit-events captured continuously
Operational in days, not quarters

Trade Surveillance Copilot

Reduced false positives and investigator workload while improving detection quality with full auditability.

Client Onboarding Review

Accelerated onboarding reviews with consistent KYC/AML checks and complete evidence trails.

Compliance Evidence Automation

Automated evidence collection and reporting for audits and regulatory requests with end-to-end traceability.

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.