Industries · Manufacturing

Find repeat quality issues. Reduce audit admin.

Manufacturers sit on production, quality and supplier data that rarely meets in one place. We build AI agents that join it up: non-conformance analysis, supplier performance, work instruction support and automated quality documentation.

Where the time goes

The work that repeats, every week.

01

Non-conformance reports written up but never analysed as a set

02

Work instructions and quality procedures hard to find on the shop floor

03

Supplier performance tracked anecdotally rather than from the data

04

Quality documentation and audit packs assembled by hand

What we build for manufacturing

Less manual work. Better access to answers.

Custom AI systems & agents

Spot recurring quality issues

Cluster NCRs by root cause, part and supplier, and show where the repeat cost actually sits.

Custom RAG & domain LLMs

Find the correct work instruction faster

Shop-floor answers from your own procedures, work instructions and quality manuals, with the revision shown.

Custom AI systems & agents

See which suppliers need attention

Combine goods-in, quality and delivery data into a live supplier scorecard.

Custom AI systems & agents

Less time gathering audit evidence

Assemble the evidence pack for an audit from systems of record rather than from memory.

What to measure

Agree the targets. Test the improvement.

These are measures for a pilot, not claimed client results. We agree your starting point and targets during discovery, then review the evidence with your team.

Issue visibility

Test whether recurring non-conformances can be traced by part, supplier and cause.

Procedure access

Compare time spent finding the correct work instruction and revision.

Audit preparation

Measure staff time spent collecting and checking evidence packs.

Systems we connect
ERP / MRPMES & production systemsQMS and NCR recordsGoods-in and supplier dataWork instruction librariesMaintenance records

Reduce copying between the tools you already use. We can work with any system that has an API or a database, with access and project scope agreed during discovery.

Tell us what your team repeats every week.

We will help identify a focused pilot and agree how to measure whether it saves your team time.