Explore Solutions

Imagine if 95% of hours spent on busywork went to doing actual work.

Remove documentation and process bottlenecks so you can focus on designing, building, and optimizing.

Magenta Screenshot

Domain Specific AI Agents

Magenta agents have deep manufacturing workflow context, and can handle multi-department, compliance-heavy processes.

Manufacturing Engineer

Captures and generates process documentation, work instructions, and SOPs directly from engineering inputs—ensuring consistency across departments.

Identify bottlenecks in assembly
Find automation opportunities
Optimize assembly sequence
Identify process simplification
Quality Engineer

Validates documentation against compliance and regulatory requirements, flags errors, and maintains audit-ready trails throughout the workflow.

Review quality requirements
Define inspection points
Establish acceptance criteria
Identify failure modes
Design Engineer

Auto-drafts and updates design records, ECOs, and drawing-related documents—integrating CAD and PLM data into structured outputs.

Clarify critical features
Identify performance requirements
Establish validation criteria
Consider repair scenarios
Technician Agent

Provides step-by-step instructions, logs work performed, and generates shift or maintenance reports without manual paperwork.

Identify ambiguous directions
Flag unclear terminology
Recommend tool improvements
Note common mistakes
Test Engineer

Automates test plan documentation, records results, and ensures traceability between design, test, and quality records.

Define test cases and scenarios
Highlight critical test points
Establish acceptance criteria
Identify potential failure modes

Workflows

Streamline time consuming workflows by automating creation, reviews, and compliance tasks with domain-specific AI agents.

Layers

Receiving Document Review

Sift through paperwork at receiving for missing material certs and errors.

Layers

Document Comparison

Compare 2 documents to understand what changed and dig into the details.

Layers

Document Review

Review procedures for error prior to submitting for approval.

Document Generation

Instruction Generation

Generate assembly and test instructions pulling from existing templates and BOMs.

Layers

Procedure Generation

Generate Standard Operating Procedures (SOPs) from existing documentation.

Research & Validation

Research and Validation

Validate design ideas off historical data and identify process or design gaps.

Frequently Asked Questions