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MANUFACTURING

Make the specification the system of record.

Manufacturers run on specifications that engineering, ERP, and aftermarket each hold differently. Enterprise Digital Brain reconciles them into one trusted specification every plant, channel, and agent can use.

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See it in action →

Suggested startCommerce data readiness challenge

WHAT GETS IN THE WAY

You sell through more channels than anyone, and every channel, now including AI agents, reads your product data differently.

Engineering, ERP, and aftermarket disagree

The same part is described one way in engineering, another in ERP, and a third in the aftermarket catalog.

Part equivalence and BOM lineage

Equivalent parts hide under different numbers, and BOM lineage is hard to trace when service or a channel needs it.

Plant, M&A, and system consolidation

Every plant, acquisition, and system consolidation adds another version of the specification.

WHAT THE BRAIN CAN DO HERE

What the brain can do here.

The same part is described one way in engineering, another in ERP, and a third in the aftermarket catalog, and every plant, merger, and new channel adds a version. Enterprise Digital Brain understands parts the way an engineer does: equivalence, BOM lineage, and where each attribute should come from. It continuously reconciles the sources and builds a trusted specification that channels, service, and AI agents can rely on, before and after consolidation.

EXAMPLE

New-channel readiness

Determines what additional product intelligence a marketplace, geography, or AI channel requires before launch.

Offered as a challenge or pilot
EXAMPLE

Product risk detection

Identifies products with missing compliance, documentation, compatibility, or quality information.

Offered as a challenge or pilot
EXAMPLE

Product lifecycle intelligence

Identifies products nearing obsolescence and recommends replacements or migration paths.

A likelihood with evidence and confidence. People decide.

Offered as a challenge or pilot

Examples of what companies might use it for. They are possibilities, not a closed list or the core offering, and each is offered as a challenge or a pilot on your own data.

PRODUCT + PARTY

Lifecycle and service intelligence

A manufacturer can connect a specific product or serial number to the customer who owns it, the supplier components inside it, and its previous failures and service history, so it can anticipate service needs, target recalls precisely, identify quality patterns, and recommend upgrades.

Product tells you what something is. Party tells you who it matters to. Together, they tell you what to do next.

HOW IT BUILDS

How it builds.

  1. 01
    LEVEL 1 · UNDERSTAND

    Understand the business

    Part equivalence, BOM lineage, and the installed base.

  2. 02
    LEVEL 2 · IMPROVE

    Continuously improve the data foundation

    The specification and channel content.

  3. 03
    LEVEL 3 · TRUST

    Build trusted intelligence

    One specification, with provenance.

  4. 04
    LEVEL 4 · ACT

    Discover, anticipate, and solve

    Product risk detection, anticipated service, supplier risk, and M&A discovery.

Better data is the foundation. Better decisions are the outcomes.

How the four levels work →
PICK A CHALLENGE

Pick the one that matches what you are funding.

PRODUCT DATA & COMMERCE SUGGESTED START

Commerce data readiness challenge

Find what is limiting the experience before you rebuild the storefront around it.

You sendOne commercially important category, as it exists in your PIM or ERP today.

Start this challenge All challenges →
AI & AGENT READINESS

Agent-ready data challenge

Test whether an agent can understand one of your most important categories.

You sendOne category you would want an assistant or agent to sell.

Start this challenge All challenges →
MODERNIZE, MIGRATE & TRANSFORM

M&A data challenge

What the brain understands about both estates before you build the integration by hand.

You sendSamples from both companies: products, customers, or suppliers.

Start this challenge All challenges →
AUDIT, DISCOVER & SOLVE

Bring us your hardest data problem

Product catalog. Customer master. Supplier feed. Migration. Platform implementation. AI initiative. Send it as it sits today, and we will show you what the brain does with it.

Bring us your hardest data problem

Bring us your hardest data problem.

Send a real slice of your data. We will reason against it in your vocabulary.

Bring us your hardest data problem