Human expertise, AI velocity
Let your engineers focus on what they do best — developing and improving products. With Colleag.ai they get AI colleagues that help with documentation, requirements management, investigations, change management and coordination across disciplines. Less administration, more and faster development.
Why we're building Colleag.ai
After 15 years of building engineering organizations, we saw the same pattern everywhere: brilliant engineers spending half their time on coordination, documentation, and chasing information across disconnected systems. We started Colleag.ai to give that time back.
Olov Hisved
Co-founder CargoBeacon & CEO, Colleag.ai
Colleag.ai is built by a team that has shipped hardware products, managed cross-functional engineering organizations, and lived with the coordination overhead that this platform is designed to eliminate.
Small teams. Large outcomes.
Every discipline, one shared context
Hardware products are complex systems. Mechanical, electrical, software, firmware, quality, supply chain, compliance — every discipline makes decisions that affect all the others. When context is scattered across tools, emails, and knowledge that only exists in your colleagues' heads, mistakes happen. Colleag.ai gives every team member access to one living knowledge base that captures how your company works, how your products are built, and what standards you follow.
CONTEXT
How the company works
- Processes & SOPs
- Organizational structure
- Decision authority
- Review workflows
The impact of shared context
When every discipline operates from the same truth, engineers stop searching and start building. Changes propagate automatically into your documentation and specifications. Nothing falls through the cracks.
Perfect documentation written by Colleag.ai
Focus on reviewing, not writing
Transparency in every decision
Everyone can discuss and suggest improvements
How engineering teams use Colleag.ai
Real scenarios your team faces every day. Each one involves multiple disciplines, scattered documentation, and complex coordination. Colleag.ai handles the complexity so your engineers can focus on engineering.
Three steps to transform your engineering workflow
Get operational in weeks, not months. No rip-and-replace — Colleag.ai works alongside your existing tools.
Connect your tools
Integrate your PLM, ERP, and engineering tools. Colleag.ai syncs your component data, BOMs, documentation, and organizational knowledge into a unified context layer.
Configure your colleagues
Define which digital colleagues your team needs. Set their scope, autonomy level, and the SOPs they follow — tailored to your company's standards and workflows.
Coordinate and execute
Your team works alongside digital colleagues in a shared workspace. Ask questions, delegate tasks, review outputs — with full traceability of every decision.
Meet your digital colleagues
Specialized AI agents with deep domain expertise, working alongside your team
Hardware & Systems Engineering
Engineering Colleague
Assists with component selection, design reviews, and technical trade-off analysis. Understands your product architecture and suggests optimizations based on lifecycle data and cross-reference intelligence.
Quality Assurance & Testing
Quality Colleague
Generates test plans, traces requirements to verification, and flags compliance gaps. Ensures every design change meets your quality standards before it reaches production.
Sourcing & Procurement
Supply Chain Colleague
Monitors component availability, identifies sourcing alternatives, and assesses supplier risk. Proactively flags end-of-life components and suggests qualified replacements.
Production & Assembly
Manufacturing Colleague
Evaluates design-for-manufacturability, generates work instructions, and identifies process impacts from engineering changes. Bridges the gap between design intent and production reality.
Regulatory & Standards
Compliance Colleague
Tracks regulatory requirements across markets, maps components to compliance obligations, and generates certification documentation. Keeps your products compliant as standards evolve.
Component Lifecycle Management
Lifecycle Colleague
Monitors component lifecycle status across your entire BOM portfolio. Predicts obsolescence risk, recommends last-time-buy quantities, and coordinates replacement programs.
Estimation & Costing
Quotation Colleague
Generates accurate project estimates from specifications and historical data. Breaks down material, labor, and tooling costs — with confidence ranges based on design maturity.
What happens when a critical component goes end-of-life?
Change impact analysis in seconds, not weeks
Traditional change management means weeks of emails, spreadsheets, and meetings. With Colleag.ai, the moment a component status changes, every downstream impact is mapped automatically.
Discipline Awareness
Automatically identifies every engineering discipline affected by a change — mechanical, electrical, software, thermal, and more.
Document Mapping
Maps every document that references the changed component — specifications, test reports, user manuals, and compliance records.
Compliance Flagging
Flags compliance implications instantly — certifications at risk, re-qualification requirements, and regulatory filings that need updating.
Sourcing Alternatives
Surfaces alternative components with compatibility scores, lead times, and cost comparisons so your team can act fast.
Engineering documentation, generated
Stop spending 40% of engineering time on documentation. Digital colleagues generate and maintain technical documents from your engineering decisions — always current, always consistent, always traceable.
- Technical specifications and datasheets
- Test plans and verification reports
- Change orders and engineering change notices
- Compliance declarations and certification packages
- Work instructions and assembly procedures
- Bill of materials with full component intelligence
Component intelligence, always on
Every component in your BOM is continuously monitored. Lifecycle status, supplier health, cross-references, compliance data — all unified into a single intelligence layer that powers every colleague's decisions.
Lifecycle status monitoring
Tracks PCN/EOL status across your entire BOM portfolio in real time.
Alternative component suggestions
Finds drop-in replacements with compatibility scoring and risk assessment.
BOM resilience analysis
Flags single-source risks and supply chain vulnerabilities before they become crises.
Preferred components awareness
Respects your approved vendor lists and qualified component databases.
Real-time pricing and stock
Current market data on availability, lead times, and cost across distributors.
Compliance built in, not bolted on
Regulatory compliance shouldn't be an afterthought. Colleag.ai embeds compliance awareness into every engineering decision — from component selection to final certification.
Standards Interpretation
Understands ISO, IEC, and industry-specific standards in the context of your products — surfacing relevant clauses and requirements automatically.
Traceability
Maintains requirement-to-implementation traceability across all documentation, ensuring every design decision links back to its regulatory origin.
Audit Readiness
Keeps documentation complete, consistent, and audit-ready at all times — with a full trail of every compliance-relevant decision and change.
Configured for your company, not generic AI
Every digital colleague is configured with your company's specific context — your products, your components, your suppliers, your standards, your processes. This isn't a general-purpose assistant; it's a team member who knows your business.
- Trained on your SOPs and procedures
- Configured for your product architecture
- Aligned with your development methodology
- Aware of your compliance requirements
Projected engineering outcomes
Based on measured workflow analysis during product development. Individual results vary by team size and process complexity.
reduction in documentation time
faster change impact analysis
fewer engineering change iterations
component lifecycle visibility
Less firefighting. More building.
Less rework. More confidence.
Less chaos. Better products.
Connects to your engineering ecosystem
Colleag.ai integrates with the PLM, ERP, CAD, and documentation tools your team already uses — no rip-and-replace required. Your data stays where it lives; colleagues access it through secure, bidirectional connectors.
Octopart
Component Intelligence
Monitor ERP
Enterprise Resource Planning
Azure DevOps
Project Management
GitHub
Version Control
Gitea
Version Control
Keycloak SSO
Identity & Access
Microsoft Teams
Communication
And more coming soon
Frequently asked questions
See Colleag.ai in action
Book a 30-minute demo. We'll walk through how AI colleagues handle change impact analysis, documentation, and cross-functional coordination for hardware engineering teams.