Project intelligence for industrial work
The digital memory layer for industrial projects.
PIP connects engineering, procurement, fabrication, quality, documentation and project information into one trusted project context—then gives your team an AI-powered way to understand and act on it.
Beta now • Partner demonstrations planned for early November 2026 • Pilot-ready release targeted for January 2027
The problem
Your project information already exists. The problem is that it lives everywhere.
Drawings, purchasing records, inspections, decisions and shop updates tell one project story—but that story is scattered across systems, departments and people.
CAD + Drawings
ERP + Purchasing
Documents + Email
Shop Progress
QA/QC + Inspections
Meetings + Decisions
Spreadsheets
People's Knowledge
The PIP model
One connected project context.
Capture
People and connected systems contribute project information.
Connect
PIP relates information to the right project, component, event, document, issue or decision.
Understand
Current state and project history become available in context.
Act
Teams see what changed, what is blocked and what needs attention.
Learn
Completed projects become reusable company knowledge.
Command Center
See the project. Understand what needs attention.
Identity, phase, dates, status and progress.
Issues, NCRs, blockers and readiness.
What changed, when and where.
Natural-language access to project intelligence.
Ask PIP
Ask the project, not the filing system.
PIP is designed to combine structured project data, history, documents and approved connected information to answer questions with supporting context.
Illustrative questions—not a live chatbot.
Role-aware intelligence
One project context. Different views for different roles.
Project Management
Milestones, blockers, changes and readiness.
Engineering
Revisions, decisions and component context.
Procurement
Purchasing dependencies and material status.
Fabrication
Work progress, holds and next actions.
Quality / Inspection
Inspections, NCRs, records and traceability.
Management
Portfolio attention and project intelligence.
Designed to complement
Connect the systems you already rely on.
Domain authority stays where it belongs
CAD, ERP, QA/QC, documents, purchasing and shop systems.
A connected backbone
Project identity, entities, relationships, events, history, issues, permissions and AI interpretation.
Context people can act on
Command Center, Ask PIP, project views, attention items and management intelligence.
PIP is designed to complement the systems of record your company already uses—not force every department into one replacement application.
Expected outcomes
Less reconstruction. More informed action.
Less information hunting
Faster issue response
Better traceability
Reusable company knowledge
Pilot program
Help validate PIP on a real industrial project.
PIP is currently in Beta. External demonstrations are planned for early November 2026, with selected pilot projects targeted to begin in January 2027.
Explore the Pilot ProgramCould PIP help your team understand projects faster?
We are speaking with a small number of engineered-to-order manufacturers and industrial fabricators about early demonstrations and 2027 pilot projects.