Manufacturing
A defect should never reach the dock.
TrustHouse ContextTalk links every raw material to every machine and every finished unit, so quality problems surface at the source rather than at the customer.
For
Plant, manufacturing, and quality leaders
The problem
Scrap, rework, and week-long root-cause audits
The outcome
First-time-right yield and repeatable golden batches
Who this is for
Plant managers, VPs of manufacturing and quality, and continuous-improvement leaders running high-mix, high-consequence production.
What is broken today
Margin bleeds into scrap and rework. Root-cause investigations take days of manual stitching across MES, ERP, and machine logs. By the time a defect pattern is understood, thousands of units have already shipped. Nothing threads raw material genealogy to the machine that introduced the flaw.
What teams ask
The questions your best people wish they could just ask.
“Which raw material lot is behind the defect rate we started seeing on line three this week?”
“What separated our best-yielding run this quarter from our worst?”
The unlock
ContextTalk maps your Material-to-Process semantic context layer, linking raw material genealogy to live machine telemetry. One question replaces a week of audits.
What this changes
Four shifts your operating model feels immediately.
Controlled access
Your plant floor answers questions without MES, ERP, and machine logs being opened up to a chat interface.
Speed to answer
One question replaces a week of cross-system investigation, on infrastructure you already own.
Governed lineage
Material genealogy becomes a governed data product with a trail you can trace.
Grounded answers
Every answer rests on your process data, so the model stops filling gaps with plausible guesses.
The language of your industry
A question asked in your language returns an answer in it.
Your teams already describe the work this way. ContextTalk maps each term to a semantic context layer.
What you get
Outcomes leaders sign for.
First-time-right yield
End the margin loss from scrap and manual audits.
Golden batch optimization
Replicate your best production runs on demand.
Predictive lifecycle maintenance
Fix the asset before it fails.
Capital asset lifecycle
Extend the working life of every machine.
Questions we get asked
Straight answers to the recurring ones.
- Does this replace our MES or ERP?
- No. ContextTalk reads from them under governance and leaves them in place.
- What is a context engine?
- A layer that holds the meaning of your business, its processes, terms, and relationships, so a question asked in your language returns an answer grounded in your data.
- How is this different from a dashboard?
- A dashboard answers the question it was built for. ContextTalk answers the question you have now, including the one nobody built a report for.
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