We don't sell deliverables; we sell outcomes. Every engagement is staffed by senior operators and ends in working software, a written hand-off, or a thesis we can defend.
A short, opinionated engagement that ends in a roadmap your CFO will sign. We interview your team, audit your stack, run an evals workshop, and deliver a written thesis on what to build, what to buy, what to kill.
Series A–C teams who suspect they should be doing more with AI but cannot name the shape of it.
Full-stack squads who embed inside your team, write production code on day one, and leave behind a system your engineers can own. We build the product surface and the AI infrastructure underneath - the RAG, the evals, the agent runtime, the observability, the on-prem deployment. No agencies, no offshoring, no lingering past the value cliff.
Make an existing CV / ML pipeline faster without touching its accuracy (profiling, GPU and CUDA optimization, output proven identical to before), and size the hardware before buying it: which GPU or edge box actually hits your throughput, latency and VRAM targets.
Teams with a working prototype - or none at all - who need senior velocity for a defined window without permanent headcount.
Tailored sessions for R&D teams, executive offsites, and boards. We teach what is real, what is one paper away, and what is marketing. Hands-on labs for engineers; sharp, opinionated briefings for C-levels. Every session ends with a written takeaway your team can act on the next morning.
Hands-on workshops that teach dev teams to work productively with AI coding agents such as Claude Code: workflows, review discipline, and where they break. Tools, not authors.
R&D leaders, CTOs, and boards who need their organisation to share a vocabulary before the next planning cycle.
We take research engagements with labs, universities and frontier-model companies. The work occasionally produces a paper, sometimes a prototype, and rarely a product - but always a thesis we are willing to defend in public.
Frontier labs and curious operators who want to understand what is one paper away from being possible.
We help startups, SMEs, and research organizations secure competitive funding and turn breakthrough technology into scalable ventures. Grant and funding strategy, proposal writing, business plans, technology due diligence, international partnerships, and R&D roadmapping.
Startups, SMEs, and research organizations seeking competitive funding and a credible path to market.
We retrofit production lines with camera, lighting and software that replace manual visual and dimensional QC: defect detection, anomaly detection, measurement and sorting. We start with a feasibility study on your own parts, build a pilot on the line, and hand over a system your engineers can retrain and maintain.
Manufacturers in precision machining, plastics, optics, electronics and food who still rely on manual inspection or sampling.
Detection, multi-object tracking, re-identification and OCR on long, high-resolution video, whether it's sports, security, retail or traffic. We built the player-tracking engine behind Match Cuts (90 minutes of 4K panoramic football to per-player highlights).
Sports-tech, media, smart-city and security teams sitting on video they can't search.
We automate the repetitive work around your business: collecting data from websites and internal systems, cleaning and joining it, and turning it into reports and alerts people actually read. Everything runs unattended, with logging and alerts for when something breaks.
Operations-heavy companies whose teams spend hours a week moving data between systems by hand.
How does a Bina Labs engagement run from first call to handoff? Five stages: a 30-minute intro call, a 2-page scoping memo with timeline and kill date, a working week-1 prototype in your environment, bi-weekly iterate-or-kill reviews with refund-the-rest if it should die, and a final hand-off with runbook, recorded walkthrough, and 30 days of free office hours. Embedded engagements typically run 6 to 9 months.
How do you buy a Bina Labs engagement? Email intelligence@bina-labs.com with what you are trying to do in three to five sentences. Bina Labs responds within two business days with either a scoping call or a polite no. No procurement portals, no SOW templates from 2014 - just a one-page agreement and an invoice in USD.
Fixed-scope sprints from $10k. Embedded squads $20k per month, all-in. Fractional CTO from $7k per month, two-quarter minimum. Research retainers are custom. Every quote is a single number, not a rate card.