Scientific AI. Real Results.
R&D, Consulting, and Advisory to evaluate, de‑risk, and deploy AI with confidence.
11,000+ professionals follow our research and methods.
From AI promises to board‑ready results
From vague ideas to a prioritized AI roadmap with KPIs
From unreliable models to robust evaluation and guardrails
From endless pilots to shipped prototypes and playbooks
From AI promises to board‑ready results
From vague ideas to a prioritized AI roadmap with KPIs
From unreliable models to robust evaluation and guardrails
From endless pilots to shipped prototypes and playbooks
Accelerated AI R&D
Rapidly validate feasibility, define optimal implementation paths, and clearly explain the “why” behind each technical decision.
AI Infrastructure Audit
Diagnose bottlenecks, recommend improvements, and cut compute costs to ship features faster with robust, scalable foundations.
Mentor students to design publishable AI projects, write papers, and present at conferences for a strong research experience.
AI Research Student Guidance
What We Offer
R&D‑as‑a‑Service
Turn uncertain ideas into evidence and a working prototype fast. We design experiments, run benchmarks, and deliver ready solutions.
Scientific Advisory
Bring scientific direction, evaluation standards, and governance to your AI program without hiring a full-time exec.
Get a clear, prioritized AI roadmap and an architecture you can afford to run. We establish ROI, vendors, and pipelines, budget, and complexity.
Consulting — Strategy
What We Offer
Operational Pipeline: FEED
Experiment
Evaluate
Deliver
Frame
Define the problem, success metrics, risks, and decision gates.
Design ablations and prototypes; curate program full traceability.
Build a task-level evaluation harness; quantify quality, cost, and latency.
Ship a prototype and playbook; hand over code, logs, and governance artifacts.
Operational Pipeline: FEED
Experiment
Evaluate
Deliver
Frame
Define the problem, success metrics, risks, and decision gates.
Design ablations and prototypes; curate program full traceability.
Build a task-level evaluation harness; quantify quality, cost, and latency.
Ship a prototype and playbook; hand over code, logs, and governance artifacts.
Why Boris Kriuk Labs
Academic partnerships
We collaborate with world leading research centers under Springer Nature, IEEE, ACM, and more.
Measurable outcomes over hype
Every engagement ties to target KPIs (quality, cost, latency) with pass/fail gates.
Deep, hands‑on expertise
Led by practitioners who’ve shipped AI in regulated and high‑scale environments, not just written about it.
Enterprise‑ready by default
On‑prem/air‑gapped capable, NDA‑first, with model cards, risk registers, and audit trails.
Why Boris Kriuk Labs
Academic partnerships
We collaborate with world leading research centers under Springer Nature, IEEE, ACM, and more.
Measurable outcomes
Every engagement ties to target KPIs (quality, cost, latency) with pass/fail gates.
Deep, hands‑on expertise
Led by practitioners who’ve shipped AI in regulated and high‑scale environments, not just written about it.
Enterprise‑ready by default
On‑prem/air‑gapped capable, NDA‑first, with model cards, risk registers, and audit trails.
Are you ready to turn AI talk into shipped results?
No obligation. NDA on request. Typical kickoff in 1–2 weeks.
What Our Clients Say
”Their sprint isolated what actually moved the metric and delivered a demo our product team could run day one.”
- Head of Product, SaaS
”Boris Kriuk Labs turned our AI initiative from a cost center into a lever for margin. In six weeks they built a reproducible evaluation harness for our tax-extraction workflows, ran ablations across OCR/LLM/RAG variants, and proved where quality actually moved—line‑item accuracy jumped from 91.2% to 97.6% on messy, multi‑page statements while inference cost dropped 22%.”
- CFO, National Accounting Firm
”The audit gave us a clear roadmap and vendor strategy in two weeks. It’s the first AI plan our board approved without debate.”
- Chief Data Officer, Healthcare
Address
Suite C, Level 7, 50 Stanley Street
Central, Hong Kong
Contacts
+852 91626635
info@boriskriuk-labs.com