Meet John

John is your data management specialist. He creates, edits, maintains, and retrieves the records your operation depends on: assemblies, materials, components, and documentation.

He keeps BOMs, material libraries, and living docs aligned as engineering, procurement, and sustainability move—so nobody chases stale spreadsheets or duplicate truths.

When teams need the right revision, the right attribute, or the right assembly context, John makes it easy to find and safe to update.

Hire John

Capabilities

Assemblies & BOMs. Structure and maintain assemblies and bills of materials so cost, compliance, and footprint views stay tied to the same product graph.

Assemblies & BOMs

Structure and maintain assemblies and bills of materials so cost, compliance, and footprint views stay tied to the same product graph.

Materials & components. Curate material and component records with consistent attributes, alternates, and references your downstream agents can rely on.

Materials & components

Curate material and component records with consistent attributes, alternates, and references your downstream agents can rely on.

Documentation at the source. Attach and revise documentation next to the data it describes so manuals, datasheets, and internal notes stay in sync with releases.

Documentation at the source

Attach and revise documentation next to the data it describes so manuals, datasheets, and internal notes stay in sync with releases.

Searchable retrieval. Answer requests for the current record, revision, or dossier fragment without digging through shared drives or orphaned attachments.

Searchable retrieval

Answer requests for the current record, revision, or dossier fragment without digging through shared drives or orphaned attachments.

Controlled updates. Apply edits with clear provenance so changes propagate predictably to planning, procurement, compliance, and customer-facing surfaces.

Controlled updates

Apply edits with clear provenance so changes propagate predictably to planning, procurement, compliance, and customer-facing surfaces.

Handoffs with context. Package the right slices of product truth for specialist agents and humans so handoffs skip redundant rediscovery.

Handoffs with context

Package the right slices of product truth for specialist agents and humans so handoffs skip redundant rediscovery.

Go live in 3 easy steps

Your setup is created with a dedicated onboarding specialist, ensuring the optimal workflow for your specific needs.

Integrate existing data

Via ERP, spreadsheets, and the sources your team already trusts. Your agent adds a reasoning layer on top of data you already maintain.

See how
Product and operational data connected from ERP and spreadsheets

Onboard John

John communicates with you as a human colleague. On Teams, email, and directly in your Dawn workspace.

See how
John, Dawn Data management agent

Trust your product graph

Assembly health, material libraries, component attributes, and linked documentation on a steady cadence—grounded in the systems your teams already use.

See how
Operational and product insights across your portfolio

Centralize product truth

See how John keeps assemblies, materials, and documentation coherent across your agent workforce.

Subscribe to our newsletter