Nyotta AI
For developers

Engineering intelligence for your applications and agents.

Bring search, extraction and capability analysis, change management, cost estimation, and workflow automation into your software. Keep engineering evidence and reviewable results in the workflows your team already uses.

Explore capabilities
Engineering intelligenceIntegration map
Drawings
Documents
Records
Connect viaAPIMCPCLI
Your application or agent
Structured resultsEvidence, exceptions & cost data

Choose a capability. Compose your workflow.

Capabilities for your workflow

Start with the result your software needs.

Choose the products your workflow needs, from engineering search and capability analysis to change management, costing, and automation. Scope the inputs and outputs around your application.

Extraction and capability analysis

Extract requirements from technical drawings and documents, then assess them against a manufacturer’s processes, equipment, and stated capabilities. Keep source locations, capability gaps, and open questions visible for engineering review.

Inputs
Drawings, PDF specifications, RFQs, and manufacturer process and equipment data.
Outputs
Structured requirements, capability assessments, gaps, and supporting source references.
Example workflow

Check whether a manufacturer’s equipment and processes can meet the tolerances and material requirements in a drawing package.

Explore access options

Change management

Compare drawing, document, and BOM revisions to identify engineering changes and their impact on requirements and costs. Keep before-and-after evidence attached so your team can review changes and coordinate updates.

Inputs
Previous and current drawings, documents, BOMs, and related engineering records.
Outputs
Revision differences, affected requirements and cost items, and changes ready for review.
Example workflow

Identify a tolerance change, review its manufacturing impact, and coordinate updates to the BOM and estimate.

Explore access options

Cost estimation

Build editable cost estimates from engineering scope using your rate cards, ERP data, and quote history. Compare volume, material, and process scenarios while keeping cost drivers, assumptions, and evidence visible for approval.

Inputs
Structured scope, process assumptions, rate cards, and pricing history.
Outputs
Cost breakdowns, scenario comparisons, editable assumptions, and supporting evidence.
Example workflow

Compare manufacturing options at different production volumes before approving a quote.

Explore access options

Workflow automation

Track customer emails and communications, turn requests into reviewable actions, and coordinate updates to connected PLM and ERP records. Use agreed rules and approval steps to keep engineering and commercial work aligned.

Inputs
Customer communications, engineering records, connected PLM and ERP data, and workflow rules.
Outputs
Tracked requests, review tasks, and coordinated record updates with an activity trail.
Example workflow

Track a customer revision request, route it for review, and update the relevant PLM and ERP records after approval.

Explore access options

Supported formats, output fields, and access methods are scoped to your workflow during onboarding.

Developer access

Choose the interface for your workflow.

Discuss API, MCP, and CLI access with our team. We will confirm the available capabilities, supported actions, and setup for your deployment.

For applications

API

Bring engineering capabilities into your application, service, or backend workflow.

Example use

Send a document from your application and work with structured results in your own review interface.

For AI assistants

MCP

Connect compatible assistants and agents to engineering tools through the Model Context Protocol.

Example use

Let an assistant retrieve relevant specifications and prepare extracted requirements for review.

For terminal workflows

CLI

Use command-line access patterns for scripts, batch jobs, and coding-agent workflows.

Example use

Process a document package as part of a repeatable terminal workflow and pass the results to the next step.

Access is arranged with our team. Interface availability and product coverage are confirmed during onboarding; setup instructions are provided for the agreed scope.

Start building

Bring us one concrete workflow.

Tell us what your application or agent needs to retrieve, analyze, estimate, or automate.

Scope the integration together.

Share your input formats, expected outputs, preferred interface, and review requirements. Our team will map the available capabilities and access path to your environment.

Next step

Bring us the RFQ your current process struggles with.

We will show you how Nyotta turns the package into structured, reviewable, quote-ready work.