Complex AI and software, built end to end.

Architecture, models, backend and applications from one Israeli team — across business systems, computer vision, hardware and research.

end-to-end AI & softwarecomputer visionhardware & physical systemsresearch & lab software100% Israeli company

What we build

We go as deep as the problem needs — from a whole system end to end, to specialized areas where the hard part lives.

End-to-end AI and software

The system your business runs on, from the first architecture decision to something live in production — whether that system sits in a back office, a factory or a customer's hands.

  • system architecture
  • model development and training
  • backends, APIs and integrations
  • web, internal and customer applications
  • process automation and internal tools
  • data, cloud and storage optimization

Computer vision

Detection, measurement, inspection and tracking on real production imagery — including the awkward cases: reflections, low contrast, moving targets, few labeled examples.

  • detection and classification
  • measurement and metrology
  • defect and anomaly inspection
  • models that run on the device

Hardware and physical systems

Software that has to live with physics. We work alongside mechanical, electrical and lab teams, on products where the code is only one of the disciplines involved.

  • embedded and edge software
  • device control and firmware integration
  • sensor and instrument integration
  • power, thermal and latency budgets
  • fractional CTO and architecture review

Research and lab software

Scientific work runs on software, but rarely has engineers behind it. We build research tools properly — reproducible, documented, and able to survive the next person who picks them up.

  • lab and instrument automation
  • research data platforms
  • reproducible analysis pipelines
  • visualization and annotation tools
  • turning research code into a product

How an engagement runs

Four stages, in the same order every time. We assess before we build, and we finish with something your own people can own.

01 / 04

Assess

We start with the product, the constraints and the data. You get a clear picture of what's buildable, what it takes and where the real risks are, before anyone writes production code.

02 / 04

Iterative build

Development in short cycles, with something working at the end of each one. You see progress continuously and can change direction while changing direction is still cheap.

03 / 04

Production

Hardening, integration with the rest of the product, deployment and monitoring. Built to keep running without us watching it.

04 / 04

Handover

Documentation, knowledge transfer and a codebase your engineers can pick up. We build so that staying with us is a choice, not a condition.

Selected projects

From counter-drone C&C to AI learning assistants and everything in between — one team, whatever the stack.

AI and computer vision

Fractional CTO for an AI product company

FaceSix, facial recognition and video analytics

A fractional CTO engagement with a computer-vision product company. We led the engineering organization and kept the product roadmap tied to business goals — senior technical leadership on demand, without the cost of a full-time executive.

  • fractional CTO
  • technology strategy
  • AI and computer vision
  • engineering leadership
  • product roadmap
  • scalable architecture

sports science

Applied data analytics department, built from scratch

Wingate Institute, Israel's national institute for sporting excellence

An advisory engagement with a national institute for sporting excellence, standing up an applied analytics department that serves coaches and professional staff. We designed a unified data management framework — consolidating data collection across the organization, with clear data ownership, quality standards, privacy and governance built in from day one — on a hybrid architecture that scales from existing infrastructure to the cloud.

  • data strategy
  • operating model design
  • unified data platform
  • consolidated data collection
  • data governance
  • BI and reporting
  • hybrid architecture
  • data-driven decision making

education

AI framework for a national learning platform

Campus IL, Israel's National Digital Learning Initiative

An enterprise AI framework for a national digital learning platform, powering a generative-AI learning assistant alongside a growing set of AI-driven educational tools — from personalized learner support to insights for educators. Built on an agentic architecture grounded in the platform's own content, with enterprise-grade security and governance, on a scalable cloud-native stack.

  • generative AI
  • agentic AI
  • RAG
  • Amazon Bedrock
  • Kubernetes
  • infrastructure as code
  • AI security and governance
  • responsible-AI guardrails

defense

Counter-UAS command and control

Real-time C2 for air-defense operators

A mission-critical command-and-control system that gives operators a single, real-time operational picture — fusing multiple sensors, live video and geospatial data into one decision-ready view. Engineered for low-latency performance at scale, with both automated and operator-led response.

  • sensor fusion
  • live video
  • real-time defense systems
  • geospatial intelligence
  • mission-critical
  • UX

More projects

public sector

Occupation registry rebuild for a government authority

An agent-based rebuild of about 25,000 occupation definitions behind public-sector recruitment, with Pantareh as fractional CTO.

smart cities

Municipal spatial digital twin

Turns video from municipal vehicles into a spatial digital twin, with PII blurring inside a trusted execution environment.

recruitment

Job-to-candidate matching engine

AI-first SaaS for talent matching, in real time and at scale.

venture capital

Investment opportunity analysis assistant

Chat-driven market and target analysis for fund analysts, on a custom retrieval and reranking layer.

financial analysis

Fund, ETF and index analytics platform

Extracts constituent-level intelligence from financial statements and filings into a continuously enriched data lake.

sales automation

Hebrew-speaking sales chatbot builder

Reads a company's website and builds a goal-directed Hebrew sales chatbot from it in real time.

Why companies bring us in

01

We learn the business before we design the system

We start with how your business actually works and what your product has to do — who uses it, what it is judged on, where it breaks. The decisions that matter come from there, not from the stack.

02

We're trusted with the architecture, not only the build

We own solution architecture, development method and project governance — including where another team implements. Decisions are written down, with the alternatives considered and the consequences accepted.

03

One team for the whole stack

Architecture, models, backend, applications and deployment come from the same group. Nothing falls between vendors, because there's only one.

04

A wholly Israeli company

Every engineer is employed here and works here. No offshore bench. Hebrew is native to us — in interfaces, in content, and in the regulated language some of our clients are bound by.

Tell us what you're building.

Send a paragraph about what you're building and where it's stuck. You'll get a straight answer on whether it's solvable, roughly what it takes, and whether we're the right people for it.