● ONLINE0 engagements shipped this year· Tel Aviv · Berlin · remote-first

Architectural
intelligence
of tomorrow_

AI consulting and engineering studio. We build production AI systems for founders and engineering teams - vision, agents, RAG, on-prem. Tel Aviv, Berlin, remote-first.

$ cat what-we-do.txt
A consultancy of engineers,
researchers and strategists.
We build AI systems that earn
their seat at the production table.
$
[01]
median ship time
11days
[02]
repeat client rate
84%
Start a project →See our work
Match Cuts90 min → 3 min highlightsField Atlassingle source of truthTelemetraNL flight analysisAuto-QTO92% symbol recallLloyd ScoreAIS-grade safety scoringAskTableself-healing SQLCaseworker−47% handle timeReachpointreal-time hand ROMMatch Cuts90 min → 3 min highlightsField Atlassingle source of truthTelemetraNL flight analysisAuto-QTO92% symbol recallLloyd ScoreAIS-grade safety scoringAskTableself-healing SQLCaseworker−47% handle timeReachpointreal-time hand ROMMatch Cuts90 min → 3 min highlightsField Atlassingle source of truthTelemetraNL flight analysisAuto-QTO92% symbol recallLloyd ScoreAIS-grade safety scoringAskTableself-healing SQLCaseworker−47% handle timeReachpointreal-time hand ROM
// 02_manifesto · last edited 2026-04-12 by creative_agent@bina-labs.com

Decks don't
run in production.

Why don't strategy decks ship AI to production? Decks describe ambition; production AI needs evals, retrieval pipelines, on-prem cost budgets, and someone willing to debug at 2 a.m. Bina Labs builds the system, hands you the runbook, and leaves on day 90 with your team owning the code.

[01]
Deadline is holy.
When we commit to a date, we hit it. Scope flexes, quality has a floor, but the deadline does not move.
[02]
AI assistants are tools, not authors.
We use them to move faster, not to ship code no human on our team understands. Every line is owned by an operator who can defend it.
[03]
Honest deprecation.
When a project should die, we tell you. We refund the rest of the engagement.
[04]
Built to leave.
Embedded engagements come with a written hand-off plan from day one.
Read the full manifesto →
// 03_selected_work
all 17 →
/01
MATCH CUTS
VISION · VLM · 6MO
Auto-edited highlight reels from full football matches.
90→33
min, per player
/02
AUTO-QTO
VISION · VLM · 8MO
Hybrid VLM extracting BOMs from dense construction drawings.
92%
symbol recall
/03
LLOYD SCORE
DATA · LLM · 9MO
Spatial AI that quantifies near-miss risk for marine insurers.
AIS
ghost-fleet sims
/04
CASEWORKER
AGENTS · EMBEDDED · 7MO
CX copilot: smart sub-tree LLM, handwriting OCR, full CRM.
−47%
handle time
// 04_services

Five ways
we engage.

How can you engage Bina Labs? Five formats with transparent USD pricing: AI Strategy as a fixed-scope sprint from $10k (2 to 6 weeks), AI/Software Engineering as an embedded squad from $20k a month (3 to 12 months), Fractional CTO from $7k a month, Innovation & Grant Strategy on custom terms, and Research retainers on custom terms. Every engagement comes with a written hand-off plan and an honest-deprecation guarantee.

svc.01
AI Strategy
4-week intensives. Where to bet, where to wait, what to ignore.
roadmapevalsorg-design
svc.02
AI / Software Engineering
Embedded squads that ship product and the AI plumbing underneath it.
full-stackragagentson-prem
svc.03
Lectures & Workshops
Tailored sessions for R&D teams and executives. What is real, what is one paper away, what is marketing.
r&dc-suitehands-onbriefings
svc.04
Research
Applied research with frontier teams. Sometimes a paper. Occasionally a product.
frontierpapersprototypes
svc.05
Innovation & Grant Strategy
Turn breakthrough tech into funded ventures. Competitive grants, business plans, and R&D roadmapping.
fundinggrantsstrategydue-diligence
// 05_faq

Questions, answered.

Bina Labs is a senior-by-default consultancy that builds AI systems for production. We embed with founder and engineering teams, write working code in week one, and hand off a system the client owns. Headquartered in Tel Aviv, with people in Berlin and remote-first delivery.