When documents must not leave the building
Language models that never leave the building.
Open-weight language and speech models running on your servers, optionally with no outside connection at all. We build the operation, document it, and hand it to your IT.
Typical starting points
- Contracts, patient records or regulated data cannot be sent to a public API.
- Legal or the board has said no to cloud AI, and the team is using it anyway on personal accounts.
- Latency or the cost of API calls doesn’t work at your volume.
What we build
- GPU server specification and procurement guidance, or deployment on hardware you already have.
- Model selection and evaluation on your actual tasks in Hebrew, Arabic, English and German, not on benchmarks.
- Serving, access control, logging and monitoring, packaged so your IT can run it.
- The same assistants, knowledge systems and automations as our other services, running entirely inside.
What you get
- A private AI platform with named owners on your side, runbooks, and update procedures.
- A written statement of what data goes where, suitable for your security review.
- This fits when
- you have an IT function, or an outsourced one, that can own a server.
- It doesn’t fit when
- you don’t. Then hosted by us with a signed data agreement is the honest option.
Other ways to start
- When there’s no orientationAI assessment and roadmapTwo days in your company plus analysis, ending in a written roadmap of use cases ranked by value, feasibility and effort.Read more
- When customers wait for answersChat assistants and call analysisWebsite and WhatsApp assistants that answer, book and qualify in your languages, and recorded calls turned into summaries, records and follow-ups.Read more
- When knowledge is scatteredKnowledge systems from your own documentsFiles, price lists and internal know-how, searchable with sources and access rights.Read more
- When a process is stuckWorkflow automation and custom AISystems, data and business logic connected into one workflow that ends in the tools your people already use.Read more
- When the measuring is done by handVision and 3D analysisDetection, segmentation and measurement on images, video and 3D scans, with a review step for the specialist.Read more
- When the thing itself has to be builtWeb and app developmentWeb platforms, internal tools, dashboards and mobile apps — including every screen the AI needs.Read more
- When nobody has solved it yetResearch and algorithm developmentFeasibility studies, custom algorithms and prototypes for problems no off-the-shelf model answers.Read more