The firm of the future is built on a foundation that survives a deposition.
Tokto is the AI accountability infrastructure the firm sits on: every prompt, every model output, every co-pilot decision becomes the record that protects the firm against the court, the bar, the client, the carrier, and the partnership.
The firm just lost a $40 million matter because a junior cited two cases the model invented. The trade press has the story. The client is gone. The bar is on a call. The managing partner asks how the firm avoids this with the next 400 associates.
What you get with Tokto
- Every AI capability the firm ships, governed and recorded at the moment of use.
- A single system of record that the bar, the court, the client, and the carrier read against the same evidence.
- Policy applied at the prompt across every co-pilot, every research tool, every contract platform, every deposition assistant.
- AI advantage at the speed the firm wants to move, with the audit trail the firm cannot afford to be without.
How it works
Tokto is the AI operating foundation of the firm. Every co-pilot, every drafting tool, every vendor AI inside the DMS is supervised at the moment of output. The record is enterprise-owned, immutable, and queryable by matter, by partner, by client. The higher the firm's AI ambitions go, the deeper this foundation has to be.
When the firm wants AI-native practice groups without growing malpractice exposure, when the firm wants to bill AI like it bills time, when the firm wants to walk into a bar inquiry with the record already produced, the answer is one supervised control plane. The CEO ships AI ambition, not AI accidents.
What goes wrong without it
- A high-profile sanction lands on the firm. The trade press covers it. Top laterals will not sign. Top clients quietly redirect work.
- The partnership cannot agree on AI tools because no one can defend AI usage data. Innovation stalls for a year.
- A client demands a firm-wide AI audit. The firm cannot produce one. The relationship is reviewed.
- Two pilots produce two different AI cost stories. The board cannot tell whether AI is a margin lever or a runaway expense.
In Johnson v. Dunn, No. 2:21-cv-1701 (N.D. Ala., July 23, 2025), a large law firm submitted a motion built on hallucinated AI-generated citations. The court disqualified the offending attorneys from representing the client for the remainder of the case — a sharper sanction than the $5,000 fine in Mata v. Avianca (2023). By mid-2025 over 200 such matters had been recorded globally in a single year.
See how Tokto makes enterprise AI visible, governed, and accountable for CEO & Board in Legal.
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