AI in client deliverables is now your management-committee call.
Tokto gives the consulting-firm CEO one record that ties every AI-assisted deliverable, every consultant prompt, every model output, and every client data flow to an engagement and a partner, ready for client indemnification, professional-liability defense, and reputational review.
A government client demands a partial refund on an AI-fabricated report. The press calls it a sector wake-up call. Two enterprise clients invoke their AI-indemnification clauses the next quarter. The management committee asks the CEO, in front of the board, what changed in firm-wide AI controls.
- Every model output tied to an engagement, a partner, a client, a deliverable, and a model version.
- A complete record for the client GC, the client regulator, the indemnifying carrier, and the firm's general counsel.
- Policy applied at the prompt: no AI text in a client deliverable without verification, no client data to a model without contract.
- Defensibility under client indemnification, professional-liability claim, regulator inquiry, and reputational review at once.
- An AI-assisted compliance report ships with fabricated citations to a government client. Press cycle, partial refund, sector wake-up call.
- An enterprise client invokes its AI-indemnification clause. The firm cannot produce the per-prompt record the clause requires.
- Client data flows into a model without a current data-processing agreement. A regulated client opens a privacy inquiry.
- Two practice areas ship AI co-pilots with inconsistent standards. Inconsistent disclosure across the same client portfolio.
Tokto governs AI across every consultant co-pilot, every internal LLM tool, and every AI-assisted research workflow the firm ships into a client engagement. The CEO sees firm-wide AI exposure on a single record, by practice, by partner, by client.
When a government client demands a refund, when an enterprise client invokes an AI-indemnification clause, when the press picks up a sector wake-up call, the CEO answers the management committee and the board out of one record.