Projects & Products

Projects and products we've built.

Some of the core products and systems we built. Everything here is real: capabilities are based on the actual code, no invented numbers.

Featured project

Client project / AI system

Naomi - an AI management advisor built on real expert knowledge

A Hebrew chat system we built for the organizational consulting firm IM.Tec: managers consult on real dilemmas and get answers grounded in the firm's own knowledge corpus - podcasts and consulting notes - with source citations.

Next.jsAzure OpenAIRAGAzure AI SearchPostgreSQLPWA

Challenge

Consulting knowledge built over years of working with managers stays locked with the consultant, available only in meetings. Managers need professional answers between sessions - not generic chatbot advice.

Solution

A RAG engine over IM.Tec's private corpus, with understanding layers that classify the dilemma type, sensitivity (e.g. employment law) and the requested deliverable - plus a CEO dashboard that shows what the organization's managers are struggling with, without exposing any individual conversation.

What the build included

Hebrew chat with citations back to the corpus
Classification layers: sensitivity, dilemma precision, deliverables
Aggregate-only CEO dashboard with built-in anonymity
Voice dictation, SMS and Web Push
Multi-organization with database-level data isolation
A calibration center for tuning behavior without a developer

More projects & products

Product / SaaS

OMAI - an AI answering assistant for business WhatsApp

A smart assistant that answers business customers on WhatsApp around the clock, in Hebrew and English - based on the business's own information: hours, services, pricing and policies.

  • 24/7 automated replies in Hebrew and English
  • Shared team inbox with full chat history
  • One-click human handoff
  • Analytics dashboard and a response simulator
WhatsAppAISaaSHebrewView live
Product / EdTech

Limudim - a private AI math tutor

An adaptive platform for grades 1-12, aligned with the Israeli curriculum: a free diagnostic with no signup, a personal plan, and an AI tutor that teaches step by step.

  • Free adaptive diagnostic, no signup
  • Socratic AI tutor with a whiteboard and handwriting checking
  • Over 800 skills and 11,000 exercises across all grade levels
  • Parent portal with a weekly email digest
Next.jsAzure OpenAIEdTechRTLView live
R&D / Cybersecurity

OSEC - real-time AI screen defense

A Windows agent that looks at the screen like a security analyst: it detects fake login pages, support scams and ransomware by what is visibly on screen - not by signatures or domain lists.

  • Visual detection of phishing, scams and ransomware
  • A tiered model cascade that keeps costs down
  • Passwords and credit cards blurred before any analysis
  • Hebrew and English detection, with systematic model evaluation
TypeScriptRustAzure OpenAIVision
Internal product / AI Productivity

TaskFlow AI - from free speech to a task board

Speak freely in Hebrew - with corrections, repetitions and unfinished sentences - and the system turns it into structured tasks with a project, deadline and priority.

  • Free-form Hebrew voice capture with intent understanding
  • Automatic breakdown into projects, dates and priorities
  • A Kanban board with real-time sync and offline support
  • Built-in AI usage and cost monitoring
ReactAzure OpenAIFirebaseVoice

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