Rine has been accepted into the Exa Startup Program. We are deploying Exa’s neural search architecture directly into our internal business development pipelines to radically compress account qualification cycles, uncover deep-tech engineering organizations, and accelerate our enterprise go-to-market velocity.
Neural Precision for Deep-Tech Account Research
When bringing groundbreaking developer infrastructure to market — specifically a high-throughput, headless CAD ingestion engine and normalized intermediate representation (IR) layer — standard sales prospecting databases quickly hit a wall.
Legacy prospecting tools rely on coarse keyword matches like "manufacturing" or "mechanical software." They fail to identify companies actively solving dense spatial geometry problems, building custom DWG/STEP converters, or hiring engineers for computational geometry and topological modeling.

Transforming Internal Go-to-Market Workflows
Exa is a search engine built from scratch for AI agents, retrieving web results via vector embeddings rather than keyword matching. By plugging Exa’s search layer into our autonomous prospecting agents, our GTM team achieves surgical clarity:
Semantic Account Discovery
Uncovering high-intent engineering platforms and hardware software companies facing CAD format fragmentation, without relying on stale industry taxonomies.
Technical Signal Extraction
Scanning technical changelogs, API documentation, and engineering blogs across target accounts to identify internal bottlenecks around CAD file translation.
Hyper-Contextual Qualification
Synthesizing real-time web intelligence to prepare highly specific architectural solutions before initial customer discovery conversations.
Enterprise GTM Velocity
Compressing account qualification time from weeks to hours, allowing our engineering and product leadership to focus on building frontier infrastructure.
Engineering Velocity Meets Distribution Precision
As we prepare the Rine Platform and La Vinci Public Developer Preview for public availability, pairing elite developer infrastructure with automated, high-fidelity market research ensures that our solutions reach the engineering teams who need them most.
A big thank you to the team at Exa for building an exceptional neural search platform and supporting Rine through their startup program.
Building Engineering-File Workflows?
Request access to the Rine Platform preview and turn CAD drawings into programmable data.