Diagnose
Two-week scoping. We read your data, run a baseline, and decide together whether the problem is research-shaped or product-shaped. We are equally happy to recommend you not engage us.
Apply our research practice to your problem.
A small number of named engagements each year. We embed one or two researchers and an applied engineer inside your team for 6–12 weeks and ship a working system, not a deck. The bar is research-grade , the deliverable is operational.
Engagement model
Build
A 6–12 week embedded engagement. One or two researchers and an applied engineer ship a working system inside your repo, on your data, against your evaluation harness.
Hand off
We leave a system your team can run. A short technical note (internal-only) records what worked and what we ruled out. No retainer pressure.
Practice notes
- AlooChatMENA · GCCCustomer Support AI
“Rexplore Research Labs’ consultation helped us launch our platform on a very tight deadline. Their strategic guidance was instrumental in our growth, and we’re now the leading agentic customer-support platform for the MENA region and GCC.”
- Cloud37 AIUnited StatesAI SaaS
“Instrumental in helping us build a full-stack, standalone AI SaaS product from the ground up, and they delivered. Their expertise in backend AI development is top-tier, especially with LangChain, LangSmith, PostgreSQL, and React.”
- Jeffrey Modell Foundation (Whatnow Now)GlobalHealthcare AI
“Exceptional technical acumen in developing conversational AI interfaces for the Jeffrey Modell Foundation, ranked #1 worldwide in immunology. Significantly enhanced our capabilities in data analysis across more than 525 unique genetic defects.”
What we take on
- 01We take on roughly 4 partner engagements a year, usually one in voice (Voxtra-adjacent), one in MARL, two in applied LLM infrastructure.
- 02We do not take pure proof-of-concept work that does not ship.
- 03We do not chase RFPs or competitive procurement processes.
- 04We work in-repo, on your data, on your evaluation harness, not in slide decks.
Have a problem worth solving?
A 30-minute scoping call. No deck, no pitch, just an honest read on whether we can help.