AI Agent Engineering
Design, build, and deploy production multi-agent systems — orchestration, tool calling, eval suites, and safe rollout.
An AI lab and consulting firm.
8 systems live
We Build Production AI Systems,
End to End.
From architecture and code to deployment and handoff — we ship production AI systems, agents, and ML models for post-PMF startups.
- Production AI agents & LLM systems
- Custom ML models — prototype to deployed
- End-to-end: architecture, code, testing, ship
8+Production Deployments
22Live Demos
6+Industries Served
100%Code Handoff
What we do
Six ways we ship production AI.
From data infrastructure to deployed agents — each capability has shipped in production. No demos-only, no slide decks.
ML Model Training & Fine-Tuning
QLoRA fine-tuning, bilingual NLP, predictive models — from dataset curation through MLOps to production inference.
Intelligent Automation
AI copilots and workflow automation that plug into your existing stack — document extraction, process bots, CRM agents.
Data Infrastructure & Pipelines
Modern data layers with real-time pipelines, vector stores, and governed semantic models that feed your AI.
Full-Stack Product Development
Ship web apps and mobile products end-to-end — Angular, React Native, FastAPI — powered by your AI backend.
AI Strategy & Architecture
Technical due diligence, system design, and build-vs-buy roadmaps — with the option to own the build yourself.
How we work
We work like a firm, not a freelancer.
Product, Engineering, QA, and Security all gate every delivery. Departments, not a solo.
Integrity
We commit to transparent communication, measurable outcomes, and shared success criteria at every milestone.
Technological Excellence
Modern architectures, rigorous code reviews, and production-ready AI/ML practices baked into every engagement.
Value Focused
We frame initiatives around ROI, adoption, and operational impact so your teams see tangible wins fast.
Our method
A firm that ships its own
methodology
We do not improvise engagements. Every project runs on a documented system: customer journey mapping before code, a full testing pyramid before deploy, and 18 productized methodology curricula built from real engagements.
{// The hard gates every engagement clears before shipping"engagement_gate": {"cjm_required":trueBLOCKS DEPLOY,"qa_approved":true,"uat_real_user":true,"security_cleared":true,"code_review_passed":true},"test_pyramid": ["unit","integration","contract","e2e","load","security","synthetic_monitoring"],"degrees_vault":18,"firm_model":"product + eng + qa + security + legal","handoff":"100% code","dev_vs_prod":"strictly separated"}
Customer journey before code
We map every journey, every edge case, and every admin panel before a line is written. The CJM is the gating artifact — no build starts without it.
Full testing pyramid, no shortcuts
Unit, integration, contract, E2E, load, security — across all viewports, with authenticated real-user flows. A green endpoint is not a pass.
Degrees vault: owned IP, not improvisation
We maintain 18 productized methodology curricula. Your engagement draws on proven playbooks, not notes from the last project. Covering AI agent engineering, ML engineering, data science, product management, and 14 additional disciplines — built from real delivery, not theory.
Firm operating model, not a solo
Product, Engineering, QA, Security, and Legal all gate every delivery. You get a firm's accountability, not a freelancer's promise.
Client stories
Trusted by businesses
across industries
From data infrastructure to intelligent automation, we deliver measurable results.
Orry KazCEO, Urban Group
"Shkhina developed for us an end-to-end AI solution for a major municipality in Israel which includes a web and a mobile app for ir..."
Verified client
Oren BetzaleliCEO, V-Hola
"Shkhina AI Labs has developed for us an ML model that extracts Electric-Magentic Signals from our sensors"
Verified client
Noam AlonCEO, Impilo
"Shkhina AI Labs developed a dedicated, innovative, and highly effective LLM solution for our medical operations"
Verified client
Arik TsurCEO, SalesX
"Shkhina AI Labs developed an end to end AI Agent for us, We wanted to develop a system that would allow us to serve multiple clien..."
Verified client
Sigal ShakedCTO, Datomize
"Shkhina provided us with AutoML capabilities of high quality"
Verified client
Golan ManorCOO, TCM Digital
"Shkhina provided us machine learning models for discovering recommended trending products with exceptional quality and service"
Verified client
Yaccov VakninCOO, KV Constructions
"Shkhina provided us with a data infrastructure and an analysis of our sales with great quality"
Verified client
Shimon ShovalCEO, Smiletech
"Shkhina developed for us an AI agent for analysis of our database"
Verified client
Orry KazCEO, Urban Group
"Shkhina developed for us an end-to-end AI solution for a major municipality in Israel which includes a web and a mobile app for ir..."
Verified client
Oren BetzaleliCEO, V-Hola
"Shkhina AI Labs has developed for us an ML model that extracts Electric-Magentic Signals from our sensors"
Verified client
Noam AlonCEO, Impilo
"Shkhina AI Labs developed a dedicated, innovative, and highly effective LLM solution for our medical operations"
Verified client
Arik TsurCEO, SalesX
"Shkhina AI Labs developed an end to end AI Agent for us, We wanted to develop a system that would allow us to serve multiple clien..."
Verified client
Sigal ShakedCTO, Datomize
"Shkhina provided us with AutoML capabilities of high quality"
Verified client
Golan ManorCOO, TCM Digital
"Shkhina provided us machine learning models for discovering recommended trending products with exceptional quality and service"
Verified client
Yaccov VakninCOO, KV Constructions
"Shkhina provided us with a data infrastructure and an analysis of our sales with great quality"
Verified client
Shimon ShovalCEO, Smiletech
"Shkhina developed for us an AI agent for analysis of our database"
Verified client
Start here
Ready to build
the real thing?
One conversation to understand your problem. A concrete proposal within the week. Working software in production, not a proof of concept.
Or reach out directly: yossi@shkhina-ai-labs.com