Industries
The work is specific. So are the agents.
Generic AI demos rarely survive contact with a real warehouse, production line, or batch record. We build agents for the workflows your people run every day — deployed on your own infrastructure, where your data already lives.
Four sectors
Four sectors we know in detail.
Logistics & distribution
Delivery blocks, IDoc failures, and freight-cost variances pile up faster than the team can clear them.
We put an agent on the exact exports your people already pull from SAP — it returns the root cause and the next action, running in your environment, with shipment data that never leaves it.
Paste a failing E1EDL20 IDoc or a VL02N delivery-block list and get a prioritised fix in seconds. Already live as the SAP Logistics Copilot.
Machinery & manufacturing
A service tech needs a machine's full history before the customer call — and it's scattered across three SAP screens.
We give service and production teams an agent that pulls equipment history, BOM changes, and open production orders into one answer — in your environment, on open-weight models you control.
Ask for the history behind a serial number; the agent assembles the equipment master (IE03), linked service notifications (IW53), and the BOM revisions behind them.
Specialty chemicals
Batch-record reconciliation and traceability swallow hours every audit cycle.
An agent cross-checks batch records, deviations, and quality results against the master recipe — deployed on your own infrastructure, so formulations never leave your perimeter.
Point it at a batch with a quality deviation; it reconciles the process order, the inspection lot (QA32), and the batch master to show where the spec drifted.
B2B professional services
The answer lives in scattered CRM notes, contracts, and project files — and the person who knew them left.
We build an agent over your CRM and document stores that answers from your own records, deployed privately so client data stays yours.
Ask “what did we commit to at the last renewal?” — the agent pulls the contract clause, the CRM thread, and the project log into one grounded answer.
Don't see your sector?
The pattern travels — agents on your own systems, your data staying put. Tell us the workflow that costs you the most time.