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How We Engage

Prime Diagnostics, Prime Build, Prime Retainer.

Governed AI infrastructure for manufacturing. Map your database first. Build the semantic layer. Deploy AI your engineers trust.

Prime Diagnostics maps what you have. Prime Build puts governed AI in production. Prime Retainer keeps the layer current as your operations change.

Typical timelines and pricing below. Exact scope confirmed after discovery.

Prime Diagnostics

2 Weeks From $20,000

Phase 1 discovery. Before any AI connection is made, understand your database.

Typical outcomes:

  • 400+ table database fully inventoried
  • Hidden relationships identified and mapped
  • Data dictionary created
  • Business area classification (WIP, Yield, Equipment, etc.)
  • Sensitive data identified and classified
  • Top 20 important tables/views documented
  • Governance foundation established

This phase answers: “What do we actually have? How does it work? Where should AI focus?”

Prime Build

10 Weeks $75k–$150k

Design, build, deploy, and validate the semantic layer and governed access framework.

Typical outcomes:

  • 5–7 AI-approved semantic views in production
  • Complete data dictionary with business definitions
  • Governance policy (read-only access, query logging, audit trail)
  • Access control rules and query audit framework
  • Team training (4–6 hours)
  • 30-day post-launch support

Timeline: typical 10-week engagement. Actual timeline depends on schema complexity, SME availability, and organizational readiness. Exact pricing discussed after Prime Diagnostics assessment.

Prime Retainer

Ongoing $5k–$10k/mo

Continuous optimization, new capabilities, and strategic guidance.

Typical outcomes:

  • Quarterly business reviews
  • 1–2 new semantic views per quarter
  • Performance optimization
  • Governance policy updates
  • Team training on new capabilities
  • Slack channel for quick questions
  • Custom capability development
Where We Work

One methodology.
Three system surfaces.

The same governed AI architecture, applied to the system that matters most to you.

MES

AI for MES

Manufacturing intelligence at the speed of a question. Yield, WIP, equipment, cycle time, answered without SQL tickets.

Explore AI for MES
ERP

AI for ERP

Conversational access to SAP, Oracle, NetSuite, and Dynamics. No touching master data or audit trails.

Explore AI for ERP
CRM

AI for CRM

Pipeline intelligence and account briefs from Salesforce, HubSpot, and Dynamics. No change to how reps work.

Explore AI for CRM
Platform Agnostic

Our engagements run on
the systems you already own.

MES platforms we’ve worked with or modeled against

  • Camstar
  • SAP ME/MII
  • Siemens Opcenter
  • FactoryTalk
  • Critical Manufacturing
  • Oracle MES
  • IntelliFab
  • Custom MES Applications

And any AI layer

  • Claude
  • ChatGPT / OpenAI
  • Microsoft Copilot
  • Azure OpenAI
  • AWS Bedrock
  • Private LLMs

The intelligence is in the methodology, not the platform.

Book Discovery Call