We build and run
the platforms
AI runs on.

GPU clouds, inference APIs, data platforms and AI apps. In your cloud, your data centre or air‑gapped.

ISO/IEC 27001:2022SOC 2 Type II certified

What we do

One layer.
Or the whole stack.

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.

02 / 09  —  INI8 Labs

01 / Inference & GPU platforms

The model is 10%.
We build the 90%.

Infer8 is the platform around the model: tenancy, routing, metering and billing on NVIDIA, AMD and other accelerators, with day-2 operations included.

Infer8 BlueprintInfer8 StackInfer8 Cloud
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02 / Data platforms

Most AI work
is data work.

For a global consumer goods company: every marketing source in one governed hub, with model-ready data right after quarter close.

PipelinesLakehousesQuality gates
DatabricksSnowflakeGoogle Cloud
04 / 09

03 / Applied AI

AI on top.
Tested before use.

Knowledge search, agents and automation on your data and tools, with evaluation, access controls and LLM observability.

Knowledge searchAI agentsMCP integrations
05 / 09

Selected work

From the GPU
to the dashboard.

Engagements from air-gapped video AI to revenue reporting.

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 study
The work, at a glance
Live videoStreams
GPU platformKubernetes
Video AIAir-gapped
KubernetesNVIDIA
Explore all our work
06 / 09  —  INI8 Labs

How engagements run

Weeks to build.
24×7 to 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.

07 / 09 INI8 Labs

Private and air-gapped AI

AI that stays
inside your walls.

Open models on your own GPUs, on-premises or air-gapped. Prompts, documents and embeddings never leave the building.

INTERCERT ISO/IEC 27001 certification mark
Certified · INTERCERTISO/IEC 27001:2022

Information security management

AICPA SOC 2 for Service Organizations logo
CertifiedSOC 2 Type II

Controls assessed over time

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Flagship · Inference as a service

In production.
At scale.

A production inference platform we built and run, for an AI API provider serving two of India’s largest consumer-internet apps.

In production · Inference as a service
A commercial AI API, run by us.
Every request metered.Traceable end to end, and accurate enough to invoice.
Rollouts without dropped requests.Workers drain before they are replaced, while a hot spare takes traffic.
Operated around the clock.Tested alerts, a runbook for each alert group and engineers on call.
Inference as a service · designed, built and operated by INI8 LabsSee the platform
09 / 09 INI8 Labs