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Engineering Information Layer

Engineering information, made programmable.

Rine is building infrastructure that turns engineering files and technical documents into structured information software products can use. We work from real workflows, representative files, and explicit success criteria.

Customer-driven research · Preserved technical assets

The Problem

Engineering software keeps rebuilding the same information layer.

Drawings. Specifications. Complex schedules. Layer hierarchies. Version-specific edge cases. Technical attachments.

Rine turns that unstructured complexity into structured workflow data.

Foundational Infrastructure & Ecosystem

Supported by leading infrastructure.

Rine participates in the startup programs of premier technology platforms, leveraging their production-grade infrastructure to build dependable systems for engineering files.

Amazon Web ServicesIntercomFramer
PostHogExaCustomer.io
Artificial Intelligence & Ecosystem
OpenAI

Artificial intelligence infrastructure, R&D and growth.

Rine's core intelligence layer is powered by OpenAI—driving multimodal engineering research, deterministic document comprehension, and global enterprise product growth.

Artificial Intelligence Infrastructure

Direct access to OpenAI frontier model architectures, high-throughput batching, and multimodal vision pipelines calibrated for parsing dense CAD geometry, technical drawings, and complex tabular schedules.

Research & Development

Continuous experimentation in document reasoning, hierarchical topological extraction, and domain-grounded evaluation suites engineered to eliminate hallucinations across safety-critical engineering files.

Product Growth & GTM

Supported by OpenAI's startup and technical ecosystem to scale production deployments, expand enterprise design partnerships, and accelerate global go-to-market distribution for engineering software.

Workflow

How Rine works

Ingest & Understand

Handle engineering drawings, specifications, attachments, and complex technical files across legacy versions and heterogeneous formats.

Extract Structured Data

Isolate callouts, dimensions, schedules, block references, and technical annotations into normalized, machine-readable schemas.

Map to Application Workflows

Transform unstructured technical information into structured data consumable by estimation tools, ERPs, viewers, and AI systems.

Validate with Design Partners

Evaluate workflows using representative customer files, explicit success criteria, and rigorous manual fidelity inspection.

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WORKFLOW_EXTRACTION.TS
1async function parseTechnicalDocument(file: TechnicalAsset) {
2const sheet = await rine.extractSchedule(file, { target: 'spec_table' });
3
4return sheet.entries.map(entry => ({
5componentId: entry.tagNumber,
6parameters: entry.getSpecs(),
7calloutBounds: entry.coordinates()
8}));
9}
Serene landscape

From technical documents to programmable workflow data.Rine helps engineering software teams extract structured information without building custom parsing layers.

What we're evaluating

Evidence-Led Infrastructure

Focusing engineering resources on proven customer bottlenecks rather than theoretical CAD engines.

description

Technical Documents

Drawings & SpecsDimensions · Callouts · Schedules · Notes

Engineering information locked inside drawings, specifications, and attachment sets.

dataset

Structured Data

Typed WorkflowsNormalized JSON · ERP Feeds · AI Tokens

Clean, machine-readable records ready for estimation, verification, and engineering applications.

handshake

Design Partners

✓Representative customer production files
✓Agreed measurable success criteria
✓Manual fidelity validation before roadmap
Who Rine is for

Built for teams creating software for engineering-heavy industries.

memory

AI engineering products

Feed clean technical information and drawing data directly into domain reasoning agents.

architecture

AEC software

Extract drawing callouts, room schedules, and architectural specifications into business workflows.

precision_manufacturing

Manufacturing software

Isolate dimensions, tolerances, parts lists, and notes from drawing attachments.

factory

Industrial automation

Bridge unstructured engineering documentation into operational systems.

rocket_launch

Specialized engineering tools

Turn complex technical files and drawing sheets into structured application data.

electric_bolt

Infrastructure & energy software

Modernize access to structural and electrical drawing records without manual transcription.

Build your product.
Don't rebuild the file layer.

Your product should own the workflow your customers care about.
Rine can own the engineering-file infrastructure underneath it.

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For teams with a specific file workflow

Working with an engineering format, document workflow or extraction problem we don't support yet?

Talk to us. We're working directly with software teams on new Rine capabilities.

Talk to Rine