Manufacturing

AI agents for manufacturing that run your

Map your first workflow See the workflows
Works with your existing ERP Human approval on every write

The six workflows

6 workflow examples

Every one reads the documents your team already reads, reconciles across systems that disagree with each other, and stops for a person before anything is written back.

Sales and order management

Process quotations and customer orders with less manual entry.

Production planning and control

Identify capacity, material and delivery risks before production is affected.

Purchasing and procurement

Track supplier commitments and resolve incoming-material issues.

RFQ to quote

Decision support

Reads the RFQ, drawings, BOMs and specifications, retrieves similar jobs you have quoted before, and drafts scope, assumptions and costing for your estimator to review.

Outcome: More quotes out the door, same team.

Customer order to work order

Human-approved

Reads the customer PO from email or PDF, validates quantities and references, rounds to batch and box sizes, checks stock against the forecast, and drafts the confirmation with a real delivery date. On your approval it creates the sales and work orders in the ERP.

Outcome: One entry, checked, instead of three by hand.

Open order management

Decision support

Reconciles ERP and spreadsheet data, identifies component constraints, prioritises orders and recommends split or hold decisions. Drafts the customer updates for you to send.

Outcome: A delivery answer sales can give on the phone.

Material shortage early warning

Decision support

Runs a rolling SKU-level demand forecast against inventory, BOMs, open orders and lead times, identifies future shortages, and emails your team every morning with the deficits and the purchasing or production actions that close the gap.

Outcome: Shortages found while there is still time to act.

Supplier follow-up

Human-approved

Turns forecast demand into draft purchase orders, bundled to hit supplier MOQs. After your approval it sends them, chases acknowledgements, compares promised dates with production requirements, and escalates at-risk materials to your buyer.

Outcome: Buyers handle exceptions, not routine chasing.

Goods receipt discrepancies

Fully automated

Reads delivery notes and receipt emails, matches them against purchase orders, books clean receipts automatically and flags quantity or date discrepancies for review. Spots when stock needs to move between warehouses and drafts the transfer order.

Outcome: Discrepancies caught at the door, not at month-end.

Case · Paper products manufacturer

Sell orders arrived by email. Planning lived in the ERP. Nothing connected the two.

The situation

Orders came in by email. Planning depended on inventory, demand history and procurement data sitting in the ERP. One person held the two together.

What we built

Forecasting reads demand history and inventory to surface what is likely needed. The workflow reads each incoming order, checks availability, prepares the action, and routes every ERP change through a person. Read-only forecasting went in first; writes were switched on only once the approval flow was proven.

The result

Structure without a migration. The team works in the same channels and still approves every material action.

80% of the order handling is now automated.

How it runs

The system underneath

One layer between the people and the systems that never talked to each other.

Your team keeps working in email, Teams and Excel. The agents read and write across ERP, MES, PLM and the supplier side, and stop for approval before anything lands.

How we work

One workflow at a time, in production, with your people in the loop.

No platform rollout, no eighteen-month programme. We pick the workflow that hurts most, put it live, and only then look at the next one.

01

Workflow audit

Two sessions with the people doing the work. We map where the data actually lives and where the manual re-entry happens.

You get:a mapped workflow and a shortlist

02

Scoped pilot

One workflow, one department, real documents. Fixed scope and a fixed price you can poke holes in before we start.

You get:a scope you can say no to

03

Build & run in parallel

The agent runs alongside the manual process until its output is trusted. Nothing is written back without approval.

You get:a workflow live in production

04

Hand over & extend

Your team owns the workflow. We keep the infrastructure running and add the next workflow when you are ready.

You get:ownership and a next step

Straight answers

Manufacturers Need Innovation Without Disruption

✕ Not an ERP migration.

Nothing gets replaced. The agents work with the ERP, email and spreadsheets you run today, whatever they are.

✕ Not autonomous writes.

A person approves every consequential change before it reaches the ERP. The agent prepares the work; your team decides.

✕ Not shared infrastructure.

Your agents, workflows and data run in an environment dedicated to your organisation, without dependence on a single model provider.

✕ Not locked to one platform.

We build on what you already have, including Claude, ChatGPT, Copilot or LangDock. The workflow picks the tools, not the vendor.

How we start

One bounded workflow beats a transformation programme.

We start with a single workflow: a clear owner, a defined result and a few weeks to ship. Your team runs it, we support it, and the next workflow gets picked from what the first one proves.

A 30-minute call. We map the workflow together and you keep the map, whatever you decide.