Our Approach
We build production AI systems for fast-moving startups — multi-agent orchestration, custom ML models, bilingual Hebrew NLP, and the data infrastructure to power it all. Every engagement ships working code, not strategy decks. Eight production deployments across healthcare, fintech, smart cities, and e-commerce.
Solution Area
We design, build, and deploy production multi-agent systems — from single-tool copilots to complex orchestrated pipelines. Architecture includes tool-calling loops, eval-gated deployment, prompt engineering, and safe rollout with human-in-the-loop controls.
What We Deliver
Multi-agent orchestration | Tool-calling agents | Eval suites & A/B testing | Safe rollout & monitoring
Solution Area
Custom model training from dataset curation through production inference. We specialize in QLoRA fine-tuning for domain-specific tasks, bilingual Hebrew-English NLP, and production MLOps with adapter hot-swap and eval-gated activation.
What We Deliver
QLoRA fine-tuning | Hebrew NLP | Bilingual text extraction | Vector retrieval | MLOps pipelines
Solution Area
AI-powered workflow automation that integrates with your existing stack. Document extraction, process bots, CRM agents, and decision engines — deployed as production services with monitoring and fallback handling.
What We Deliver
Document AI & extraction | Process automation | CRM integration | Workflow orchestration
Solution Area
Modern data layers that feed your AI — real-time streaming pipelines, vector databases, data warehousing, and governed semantic models. We build the foundation that makes your ML models and agents work in production.
What We Deliver
Streaming ETL | Vector databases | Data warehousing | Feature stores | Data governance
Solution Area
End-to-end web and mobile product development powered by AI backends. Angular, React Native, FastAPI — from prototype to production, including design systems, API architecture, and deployment automation.
What We Deliver
Web apps (Angular/React) | Mobile (React Native/Expo) | FastAPI backends | CI/CD & deploy
Solution Area
Technical due diligence, system architecture, and build-vs-buy roadmaps for AI-forward startups. We assess your current capabilities, design an architecture that scales, and map the fastest path from idea to production.
What We Deliver
Architecture reviews | Technical due diligence | Build-vs-buy analysis | Implementation roadmaps