Does this replace our MES or ERP?

No. ContextTalk reads from them under your existing access policies 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.

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.

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Question

MES · ERP · Logs

Context Engine

Grounded Answer

+ Chain of Custody

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

End-to-End Transparency

From source to finished unit with complete visibility

Plant managers and VPs of operations see the whole run through a single pane of glass. Every material lot, machine, and check that produced the unit on the dock.

Process

Receiving

Production

Quality

Packaging

Shipping

Material lot linked to machine and operator

Every check attached to the unit record

Single pane of glass

Quality rate

sample

First-pass yield

sample

Traced units

sample

Chain of custody attached to every answer

Reference Architecture

TrustHouse ContextTalk: High Level Reference Architecture

End-to-end transparency from source to finished unit.

Supplier Inputs

Quality Certs
External Data
Material Receiving

Manufacturing Process

Production Ops
Quality Checks
Packaging
Shipping

Unit Tracing

Serial / Batch
Production Logs

TrustHouse ContextTalk: Context Engine & Trust Layer

TrustHouse Context Engine

Connect · Analyze · Explain · Act

Context Intelligence

Entity MatchingTraceability & Chain of CustodyQuality Risk DetectionAI-Powered Anomaly AnalysisPredictive Maintenance

Faster Response

One question, not a week of audits

Lower Risk

Defects traced to source, not customer

Greater Efficiency

Golden batch on demand

End-to-end transparency from source to finished unit

Process Workflows

Where TrustHouse sits in your industry workflows

Four mapped processes: click each to see where trust is enforced.

Raw Material

Lot received

Machine

Process step

CONTEXTTALK

Maps material to machine to unit

Trust Enforced

Finished Unit

Fully traced

Answer

+ Chain of Custody

Links material genealogy to live machine telemetry — source lot traced in one question.

What teams ask

The questions your best people wish they could just ask.

Ask

“Which raw material lot is behind the defect rate we started seeing on line three this week?”

ContextTalk walks the Material-to-Process layer from the defective units back through every machine and process step to the source lot, and shows the record it used.

The language of your industry

A question asked in your language returns an answer in it.

TERM

WHAT IT MEANS

WHAT CONTEXTTALK DOES WITH IT

Material-to-Process

The path from a raw material lot through every machine and process step that touched it.

Links material genealogy to live machine telemetry, so a defect traces back to its source lot in one question.

Golden Batch

The production run that hit target quality and yield, kept as the reference profile.

Holds the reference conditions and flags drift from them while the run is still moving.

Root-Cause Traceability

The evidence chain connecting a quality failure to the conditions that produced it.

Assembles that chain across MES, ERP, and machine logs instead of leaving it to manual investigation.

Stress-to-Lifecycle

The relationship between cumulative load on an asset and its remaining useful life.

Reads accumulated stress against asset history to call maintenance before failure.

Integrations

Connects to the systems you already run.

ERP

SAP S/4HANAOracle Cloud ERPMicrosoft Dynamics 365 Supply Chain Management

MES

Siemens OpcenterRockwell Automation (Plex)AVEVA MES

QMS

ETQ RelianceMasterControlSparta Systems (TrackWise)

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.

Manufacturing

Optimize your yield. Just ask.

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Currently viewing: Manufacturing

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From ingredient to shelf, every claim should be provable.

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