EVENT TECH · CASE 01 / 052025–PRESENT
Aletheia
Multi-agent platform for live-event coordination — discovery, scheduling, on-site logistics in real time.
Multi-agent orchestration · real-time decisioning
CONSULTING · AI & QUANTUM SYSTEMS
AI · AgentsQuantumRobotics
We ship systemsthat don’t driftin production.
A consulting practice for founders, CTOs, and platform teams building agentic, quantum, and edge systems. Strategy, architecture, engineering — eval-driven, auditable, no demos that don’t deploy.
p95 LATENCY< 90 ms
HALLUCINATION− 68 %
PINN DATA REQ.0.01 %
AUTONOMOUS CORE · LIVE
What Binary AI Labs is
Binary AI Labs is an AI, quantum, and robotics consulting practice that takes agentic systems from prototype into production. It works with engineering and product teams on architecture, evaluation, and deployment for multi-agent systems, quantum machine learning, and on-device inference. Engagements start with a discovery sprint and are delivered by the engineers who do the work. It was founded in 2025 and operates from Dubai, London, and New Delhi.
Facts
- Founded
- 2025 · Binary AI Labs and Technologies L.L.C-FZ
- Headquarters
- Dubai, United Arab Emirates
- Offices
- Dubai · London · New Delhi
- Practices
- 8 services · 9 products
- Engagements
- 5 production deployments
- Stack
- LangGraph · vector search · on-device NPU · eval harnesses
WHAT WE DO
We ship autonomous systems across three practices.
01 / SOLUTIONS
Services and products for agentic, quantum, edge, and voice AI.
6 services · 7 productsExplore solutions
02 / WORK
Case studies from production deployments — Aletheia, Daxa, Brilliant Labs, Quasar Markets, and more.
5 engagementsSee the work
03 / RESEARCH
Papers, open-source models, and the TurboQuant compression research with Google.
ICLR 2026 · OSS · benchmarksRead research
PRODUCTION DEPLOYMENTS · FEATURED
One engagement at a time.
AI SECURITY · CASE 02 / 052024–26
Daxa — Zero-Trust AI Governance
TwinGuard architecture enforcing context-aware access control on enterprise data before it reaches an LLM.
Pre-retrieval policy on every query
EDGE AI · CASE 03 / 052023–26
Brilliant Labs Halo — On-Device AI Wearable
Open-source AI glasses running on-device NPU inference, paired with a cloud agent with persistent memory.
14-hour battery · on-device NPU
FINANCE · CASE 04 / 052024–26
Quasar Markets — Institutional AI Research
AI-powered research workbench fusing quantitative market signals with LLM-driven analysis for the buy side.
Multi-source signal fusion for the buy side
GENERATIVE AI · CASE 05 / 052024–26
Starise — Authentic Review Engine
Event-driven capture loop that routes satisfied customers into structured review flows across platforms — no incentives, no fake amplification.
Multi-platform syndication in one flow
Common questions
What does Binary AI Labs do?
Binary AI Labs is an AI, quantum, and robotics consulting practice that takes agentic systems from prototype into production. It works with engineering and product teams on architecture, evaluation, and deployment for multi-agent systems, quantum machine learning, and on-device inference. It was founded in 2025 and operates from Dubai, London, and New Delhi.
Full answer →What is a discovery sprint?
A discovery sprint is a short, fixed-scope engagement that turns an ambiguous AI problem into something you can act on: a target architecture, an evaluation plan, and a costed build path. It runs one to two weeks and ends in a written deliverable you own outright, whether or not you continue with us.
Full answer →Which industries does Binary AI Labs work in?
Current and recent engagements span event technology, AI security, edge and wearable hardware, and financial research. Sector matters less than problem shape: the practice takes on systems where agents make consequential decisions under latency, governance, or hardware constraints.
Full answer →How do you stop an LLM agent from drifting in production?
You do not prevent drift, you detect it early enough to act. Pin model versions explicitly, run a fixed canary eval set on every deploy and on a daily schedule, and alert on the change in score rather than its absolute value. Systems that drift silently are systems with no scheduled measurement.
Full answer →How much does an AI consulting engagement cost?
Engagements are priced per engagement, scoped from the discovery sprint, rather than per seat or per hour. There is no public rate card — the variance between a two-week architecture spike and a multi-quarter build is too wide for a headline number to inform anything. The sprint itself is fixed-price, so the first commitment is bounded and known.
Full answer →Tell us what you’re trying to ship.
A discovery sprint takes 1–2 weeks and ends with an architecture spike you can build against — or hand to anyone.
Start a discovery sprintOr write directly — hello@binarylabz.com