Your AI history is now discoverable, whatever business you are in.
Tokto records every prompt, every model output, and every vendor AI integration that touches regulated data or a customer decision, ready for the regulator, the court, the customer, and the carrier.
A regulator opens an inquiry into an AI-driven decision. The legal team has a SIEM, a vendor file, and a policy. None ties a model output to a decision, a customer, and the policy in force.
What you get with Tokto
- Every model decision tied to a business unit, a decision, a customer, a model version, and a policy.
- A complete record for the regulator, the court, the customer, and opposing counsel on the same evidence.
- Policy at the model: regulated data blocked, customer identifiers redacted, unverified output stopped before it reaches a decision.
- Defensibility under regulatory enforcement, litigation discovery, customer audit, and carrier review at once.
How it works
Tokto governs the AI surface of the company. Every co-pilot, every workflow model, every vendor AI agent becomes a record at the moment it fires. The record carries the business unit, the decision, the customer, the model, and the policy that applied. The GC controls one trail, not five vendor dashboards.
When a regulator opens an inquiry, when opposing counsel moves to compel the AI history, when a customer demands an AI audit, the record is the same record. The GC answers in days, not depositions.
What goes wrong without it
- A regulator asks how an AI decision was made. The company cannot produce a per-decision record.
- Opposing counsel finds an AI-generated error in a filing or output. The company cannot prove it was reviewed.
- Regulated data flows into a model with no contract. A customer opens a privacy inquiry.
- A vendor AI tool retains customer data past the contract. The company cannot produce a deletion record.
In August 2025 the FTC issued a final order against Workado, LLC for marketing its AI content detector as 98% accurate when FTC testing showed roughly 53% accuracy in general settings. The FTC's revised Endorsement Guides now treat AI-fabricated endorsers — including synthetic-media celebrity testimonials — as endorsements subject to the same disclosure and substantiation obligations. Operation AI Comply has signaled that AI marketing claims and AI-generated creative will be policed with the same rigor as any other advertising claim.
See how Tokto makes enterprise AI visible, governed, and accountable for Legal & Compliance in Every Industry.
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