FINANCIAL SERVICES
Safe AI Rollouts for Financial Services
Fraud review, reconciliation, customer service, trading support. AI now works inside the flows where a single wrong action has a dollar sign on it. Mountain Theory checks every action against your policy before it executes: the payment that matches goes out, the one that does not is stopped before it is sent. Every decision lands in an append-only record your examiners can read. Your regulators ask how you control the model. This is the layer that controls what it does.
AI is moving into model risk, trading, fraud and customer-facing workflows. Mountain Theory is the control layer for SR 11-7, SEC, FINRA, SOX, GLBA, PCI DSS and autonomous AI risk.
WHERE AI ALREADY RUNS
AI Is Already Inside Financial Workflows
Banks, asset managers and trading firms are already running AI across model risk, trading, fraud detection and customer service.
AI is coming in either way. The work is deploying it safely before a governance gap becomes a financial, regulatory or reputational incident.
OPERATIONAL AI GOVERNANCE
Protecting AI systems at the point where
decisions become actions.
Traditional cybersecurity protects networks, identities, and infrastructure. Mountain Theory focuses on a different problem. Controlling unsafe AI behavior before it executes inside trading, risk, and customer workflows.
MODEL AGNOSTIC
Built For
AI In Finance
Financial institutions are standardizing on AI for trading, risk, fraud and customer work. Mountain Theory checks what those workflows do as adoption grows.
Model agnostic by design. The same control plane covers Bloomberg GPT, ChatGPT, Claude, Microsoft Copilot, and proprietary financial AI deployments.
THE RISKS
Four Risks That Arrive With
Production AI
Four operational risks every financial institution should account for as AI moves into production.
WHO THIS IS FOR
Built For Institutions
Adopting AI Now
Every decision is logged with who, what, when and why, so model risk, compliance and audit can each read the record without a translator.
NEXT STEP
Put AI Into Production
Under Policy
Mountain Theory helps financial institutions run AI in production under written policy. Book a demo and bring the workflow with a dollar sign on it.