Knuff.AI, AI Agents for Supply Chain

Superintelligence for Logistics.

Knuff.AI puts a fleet of AI agents on top of the systems you already run. They do the legwork around the clock, and your team makes the calls.

Pilot programme open

Agents that improve, with a human in the loop

Nothing here rewrites itself. Improvement is designed as a supervised loop: your team's decisions logged, every change scored by an eval suite, and an action designed to move from approval to automatic only once that customer's own logged track record supports it.

  1. Human decision logged

    Knuff.AI is designed to classify every write action as auto, approve or forbid, in code, not in a prompt. It is built so that an approval goes to the control tower and the decision is recorded against the run that produced it.

  2. Eval suite scores it

    Each agent is designed to ship with a suite of golden cases: given a set of shipments in flight, the agent should flag exactly the ones at risk. The suite is designed to run on every change to an agent definition or model version.

  3. Guardrails that never move

    Knuff.AI is designed around four hard guardrails that never move: one switch to pause every agent for one customer, tenant isolation enforced in the database rather than in a prompt, an unanswered approval that expires as a refusal rather than a default yes, and no classification that permits deleting customer data.

Five agents, and the guardrails around them

Each agent is designed to own one slice of the supply chain, to read broadly and write narrowly, and to work inside the same policy layer as the rest.

The fleet

  • A1 · Transport Watcher

    Spots delays before customers do.

  • A2 · Transport Coordinator

    Drafts bookings and freight docs.

  • A3 · Inventory & Replenishment

    Suggests orders before you run out.

  • A4 · Forecast & Demand

    Keeps the demand picture current.

  • A5 · Sustainability & Compliance

    Prepares CSRD and CBAM reporting.

Data and trust

  • An auditable trail

    Every agent run is designed to leave a traceable record: what triggered it, what it proposed, and who approved it.

  • Two retention positions

    Knuff.AI is pursuing zero data retention terms with its model provider, and separately commits to setting its own retention policy per customer. They are two separate things, not one.

  • EU data residency

    Knuff.AI is designed for EU data residency.

Judge the guardrails for yourself.

Watch an agent propose a write, hold it for approval, and stop when nobody answers.

Request a demo