Tokto is the AI accountability infrastructure for the modern enterprise. The supervised checkpoint that sits inside every AI conversation, and the system of record beneath every AI decision.
Other tools patch AI risk. Tokto operates the layer where AI actually runs.

WHAT TOKTO DOES
Three modules. One unified control layer.
System of Record. An immutable, tamper evident audit trail for every prompt, response, model, policy decision, timestamp, and cost. Regulator ready export. SIEM ready. Enterprise owned.
Real Time Checkpoint. Prompt and response layer DLP. Inspect for PII, secrets, code, contracts, and deal codenames. Enforce policy by team, role, model, or time of day. Validate for bias, hallucination, and unsafe content. Block, transform, redact, or allow, at the moment of interaction.
RevOps and FinOps for AI. Every prompt, token, and dollar attributed to a project, team, user, model, or provider. Smart routing to the cheapest capable model. Real time budgets the CFO can defend. Customers report 30 to 50 percent cost reduction.

WHY NOW
Regulation is arriving (EU AI Act, Aug 2, 2026). Litigation, security, insurance, and runaway AI spend are arriving with it. Five different rooms, one missing artifact: the record of what the AI actually did, why, and on whose authority. Tokto is that record.

BUILT FOR THE ENTERPRISE
100 percent coverage. Every request supervised.
Under 300 ms added latency. Supervision at the speed of AI.
SOC 2 ready. GDPR compliant. HIPAA aligned.
On prem and self hosted available. Raw data never leaves your environment.
Drop Tokto in front of one workload. Keep your existing code. Hand your auditor a record, not a screenshot.




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