Your customer's AI audit is now your risk register.

Tokto gives the SaaS risk and compliance officer one record that ties every prompt, every model output, and every tenant boundary to a customer, a contract, and a feature, ready for the customer's CISO, the customer's GC, FedRAMP, and the board risk committee.

What you get with Tokto

• Every prompt scored and recorded against a tenant, a user, an API token, a model version, and a feature flag.
• A single evidence layer that the customer CISO, the customer GC, SOC 2, FedRAMP, and the board risk committee read against the same record.
• Policy enforced before tokens leave the boundary: no agent egress, no PR ingestion, no untrusted markdown without review.
• AI risk that is measured by customer, controlled at the boundary, and attestable to the board and the customer.

How it works

Tokto turns AI-vulnerability exposure into a managed risk tied to renewal. Every co-pilot, every embedded agent, every chatbot endpoint becomes a tenant-scoped record at the moment of output. The risk function answers a thousand customer-audit questions from one query and puts a number on AI exposure across the base.

When a CVE lands on the AI agent, when a customer invokes an indemnification clause, when the customer's CISO asks for the audit trail, the answer is one query against the system of record. The CRO reports AI risk alongside vendor and contract risk — the vendor with the record wins the renewal.

What goes wrong without it

• AI-vulnerability exposure is never measured. The first number is five indemnification clauses in one quarter.
• A zero-click prompt-injection bypasses the agent and exfiltrates secrets in silence.
• A customer's CISO asks for the tenant audit trail of the last 90 days. There is no record.
• The board risk committee asks if AI exposure is within appetite. The CRO has SOC 2 reports, not a record.