ishiPlatforms
Sovereign AI · powered by Maya

Own your IP, your data, your sovereignty.
Rent only what you choose to.

Maya, our sovereign runtime, trains and tunes a specialist model for each of your verticals — on infrastructure you control, reaching frontier capability only through routes you approve, answering to your governance, not someone else’s.

of private data stays inside your boundary
100%
of private data stays inside your boundary
sovereign AI runtime — runs where you decide
Maya
sovereign AI runtime — runs where you decide
vendor kill switches or lock-in
0
vendor kill switches or lock-in
the boundary — yoursmaya·financemaya·healthmaya·retailmaya·legalmaya·opsone specialist model per verticaltrained & tuned on your data — insideapproved routefrontier modelsturned backMayasovereign runtime
Production AI since 2023UK Limited CompanyMulti-product portfolioAlways-on operationsModel-agnosticPrivacy-first buildsProduction AI since 2023UK Limited CompanyMulti-product portfolioAlways-on operationsModel-agnosticPrivacy-first buildsProduction AI since 2023UK Limited CompanyMulti-product portfolioAlways-on operationsModel-agnosticPrivacy-first builds
What we do

Four lanes, one mission.

From the platform layer to the final product, we build the whole vertical so it ships and stays shipped — and what we build for you, you own.

Sovereign AI

AI you fully own — specialist models fine-tuned for each of your verticals, trained on your data inside your boundary, and transferred to you.

Platforms

Composable AI infrastructure — orchestration, retrieval, evals, deployment — designed to outlast any single model.

Products

End-user AI products that ship to real customers. Web, desktop, and mobile experiences that earn trust.

Applied AI

Custom systems for hard problems — agents, automations, domain-specific copilots, and data pipelines.

How we work

A four-step rhythm. Repeated forever.

01

Discover

Pin down the problem, the users, and the constraints. No assumptions.

02

Architect

Pick the stack that fits the next 2 years, not the next 2 weeks.

03

Build

Ship weekly. Real users, real feedback, real iteration.

04

Operate

Monitor, tune, evolve. Production is where the work begins.

Capabilities

The full stack of modern AI.

From fine-tuned specialist models to sovereign deployment, evals to observability — we've built it before.

Sovereign LLM systems
that hold up

Orchestrated agents, robust retrieval, structured outputs, and evals that actually measure what matters — all inside your boundary, all yours.

Vertical fine-tuning

Specialist models · your data · your weights

Data pipelines

Ingest · transform · serve

Agent orchestration

Tool use · plans · memory

RAG & retrieval

Vector · hybrid · rerank

Evals & safety

Offline + online

Deployment

Your cloud · on-prem · edge

Principles

How we decide.

Ship fast

A small thing that runs beats a big thing that doesn't.

Measure honestly

Evals before opinions. Numbers before narratives.

Own the stack

We build what we operate. We operate what we ship.

Stay close to users

The product gets better the closer we sit to the people using it.

Got an AI problem worth solving?
Let's build it.

We take on a small number of partnerships each year. Tell us what you're trying to do — we'll tell you honestly if we're the right team.