AI RESEARCH → DEPLOYED PRODUCT

From the whiteboard to the market.

RECAI Labs is built by AI researchers, faculty, and operators to close the gap between academic research and commercially deployable AI — for researchers, startups, and enterprises alike.

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THE GAP

Everyone is spending on AI. Few are getting results.

$127B
Enterprise generative-AI spend in 2026, growing 59% year over year
79%
of organizations report significant AI adoption challenges
29%
see significant ROI from their generative-AI investment

The market doesn’t need more AI pilots. It needs partners who translate rigorous research into deployable, ROI-positive systems. That gap is where RECAI Labs operates.

HOW WE WORK

Three workstreams. One pipeline.

Each workstream runs in progressive stages, so risk and investment scale with validated demand.

In-House Products

We run our own research-to-launch pipeline: publishable research, prototyping, commercialization, and launch or acquisition.

  1. 01Publishable research
  2. 02Prototype development
  3. 03Commercialization
  4. 04Launch or acquisition
  5. 05Post-launch evaluation

B2R Collaboration

We partner with researchers to commercialize their work — joint IP, shared upside, and a structured path from paper to product.

  1. 01Research collaboration
  2. 02Joint IP arrangement
  3. 03Product launch
  4. 04Post-launch evaluation

Third-Party R&D

We help organizations evaluate a problem, understand the technology, build an MVP, and ship a deployable solution.

  1. 01Evaluate the problem
  2. 02Educational consulting session
  3. 03Build & evaluate MVP
  4. 04Finalize deployable solution
  5. 05Post-launch evaluation

FOR ORGANIZATIONS

A realistic roadmap, executed.

AI roadmaps, ML development, AI assistants, data engineering, predictive analytics, and hands-on client education — grounded in current research, delivered with less time and fewer resources than traditional consultancies require.

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FOR RESEARCHERS

Your research, commercialized.

A structured path to commercialize your work: publication support, joint IP or licensing arrangements, corporate-world experience, an income stream while you study, a company blog to publish your research, and direct access to industry collaboration and researcher-led startup opportunities.

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The only lab offering fee-based consulting for organizations, equity/IP-based collaboration for researchers, and a self-funded in-house venture arm — in one engagement model.

GET IN TOUCH

Let’s build what the research makes possible.

We are actively finalizing our founding partnerships and first client engagements. If you’re an organization exploring an AI roadmap, or a researcher interested in commercializing your work, we’d welcome the conversation.

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