context
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On-Premise

Factory floor knowledge, digitized and protected

Manufacturers' competitive advantage lives in process know-how, quality data, and decades of tribal knowledge. Context deploys on your network so trade secrets, formulations, and process IP never leave your facility.

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70%
FASTER QUALITY ISSUE ROOT CAUSE IDENTIFICATION
3x
MORE KNOWLEDGE CAPTURED FROM RETIRING EXPERTS
40%
REDUCTION IN REPEAT NON-CONFORMANCES ACROSS PLANTS

Why manufacturing teams struggle with knowledge

Tribal knowledge from experienced operators is undocumented and at risk of retirement

Quality engineers manually search across NCRs, CAPAs, and deviation reports

Process parameters, recipes, and formulations are too sensitive for cloud AI

Siloed knowledge across plants leads to inconsistent quality and repeated failures

How manufacturing teams use Context

01

Quality Issue Resolution

Quality engineers query across non-conformance reports, corrective actions, and process deviation histories. Resolve quality issues in hours by leveraging solutions from across all facilities.

02

Operator Knowledge Capture

Digitize decades of tribal knowledge from experienced operators and process engineers. Make expertise searchable for the next generation of manufacturing talent.

03

Continuous Improvement & Lean

Search across kaizen event records, A3 reports, and improvement project histories. Accelerate continuous improvement by building on what's been learned across the organization.

On-Premise deployment

SECURITY BOUNDARY

Context EngineKnowledge GraphLocal LLMSAPOracleSharePointJiraYOUR INFRASTRUCTUREOn-PremiseK3s / K8s / Bare Metal
NO DATA LEAVES YOUR INFRASTRUCTURE
IATF-16949ISO-13485SOC-2ITAR
Your infrastructure, your control
Zero data leaves your environment
Customer-managed encryption keys
Full audit trail for every query

DEPLOYMENT ARCHITECTURE

YOUR INFRASTRUCTUREOn-PremiseK3s / K8s / Bare MetalAPI ServerKnowledge GraphLLM (Ollama)PostgreSQLYour VPCAWS / Azure / GCPEKS ClusterKnowledge GraphKubeAI (GPU)S3 / BlobKARPENTER: GPU SCALE-TO-ZEROAir-GappedNo Internet RequiredAPI ServerKnowledge GraphOllama / MLXLocal StorageYOUR DATA NEVER LEAVES YOUR INFRASTRUCTURE

Built for your regulatory requirements

Works with the tools your teams already use

Ready to bring AI to manufacturing?

See how Context deploys in your environment with a 30-minute technical walkthrough. No slides, just a live demo tailored to manufacturing workflows.

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