Your customer's AI audit is now your renewal model.
Tokto gives the SaaS CFO one record that ties every prompt, every model output, every tenant boundary, and every vendor data flow to a customer, a contract, and a feature, ready for indemnification, breach notification, and renewal-quality conversations.
A CVE lands on the AI agent embedded in the platform. Five enterprise customers invoke their AI-indemnification clauses in the same quarter. The board asks for the renewal-impact analysis. The CFO has revenue retention, gross margin, and indemnification exposure to reconcile, with a vendor risk register that does not contain what the customer GC is asking for.
What you get with Tokto
- Every prompt tied to a tenant, a user, an API token, a model version, and a feature flag.
- A complete record for the customer CISO, the customer GC, SOC 2, FedRAMP, and the customer's regulator.
- Policy applied before tokens leave the boundary: no agent egress, no PR ingestion, no untrusted markdown without review.
- Defensibility under customer audit, CVE post-mortem, breach disclosure, and SLA dispute at once.
How it works
Tokto governs the AI plane every enterprise SaaS now ships into customer environments, with a CFO view that ties each AI feature to a contract and a renewal. Co-pilots, embedded agents, model summaries, and chatbot endpoints all become records the CFO and the customer GC can reconcile.
When CamoLeak lands on Copilot Chat, when BodySnatcher lands on ServiceNow, when ShinyHunters compromises a CRM upstream, customer GCs run the same audit on every vendor in their stack. The vendor with the record wins the renewal. The vendor without it carries indemnification exposure into next quarter's reserves.
What goes wrong without it
- A zero-click prompt-injection bypasses the AI agent. Indemnification clauses light up. Renewal model has to be redrawn.
- A CVSS 9.3 vulnerability lets an attacker impersonate any user with only an email address. Customer SLA disputes, breach notification.
- A voice-phishing attack on the upstream CRM exposes 70 million records across 11,000 customers. Indemnification reserves move materially.
- A 400-character prompt forces a customer chatbot to render attacker HTML. Customer-of-customer claims start arriving.
In August 2025, Workday disclosed that ShinyHunters / Scattered Spider attackers used voice-based social engineering posing as HR to compromise its third-party Salesforce CRM. Names, emails, and phone numbers for up to 11,000 corporate customers and 70 million individual records were exposed across the broader campaign.
See how Tokto makes enterprise AI visible, governed, and accountable for Finance in SaaS.
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