Security technology · Air-gapped AI
Real-time video AI, fully offline.
For an a16z-backed security-technology company: GPUs shared across live video streams inside its own perimeter, with far better use of every GPU.
Read the case studyGPU clouds, inference APIs, data platforms and AI apps. In your cloud, your data centre or air‑gapped.
What we do
For AI and GPU platform companies, teams that must keep AI private, and data-heavy businesses moving to AI.
Engage us for one layer. Because the same team builds all three, the next one fits.
What we build and run
Where it runs
01 / Inference & GPU platforms
Infer8 is the platform around the model: tenancy, routing, metering and billing on NVIDIA, AMD and other accelerators, with day-2 operations included.
02 / Data platforms
For a global consumer goods company: every marketing source in one governed hub, with model-ready data right after quarter close.
03 / Applied AI
Knowledge search, agents and automation on your data and tools, with evaluation, access controls and LLM observability.
Selected work
Engagements from air-gapped video AI to revenue reporting.
Security technology · Air-gapped AI
For an a16z-backed security-technology company: GPUs shared across live video streams inside its own perimeter, with far better use of every GPU.
Read the case studyEdge AI · GPU as a service
For a $2B edge-AI company: a multi-tenant platform that turns accelerator capacity into a service its customers can reserve and use.
See the projectEducation · Applied AI
For a long-established coaching network in Germany: RAG on OpenAI models, and markedly higher user engagement.
Read the case studyManufacturing · Data engineering
Sales data in an Iceberg lakehouse on AWS, with price-volume-mix analysis in Power BI. Reporting that took months now takes days.
Read the case studyMedia · Data engineering
Social-platform data for a digital publisher, extracted on a schedule into Power BI dashboards, with far less time spent on reporting.
Read the case studyHow engagements run
Readiness in one to two weeks. A Sovereign Platform in one. A new inference deployment in production in two. Then we run what we built.
Private and air-gapped AI
Open models on your own GPUs, on-premises or air-gapped. Prompts, documents and embeddings never leave the building.

Information security management

Controls assessed over time
Flagship · Inference as a service
A production inference platform we built and run, for an AI API provider serving two of India’s largest consumer-internet apps.