NSK AI

AI systems your enterprise can actually run.

NSK AI designs, deploys and operates AI systems inside your organisation, alongside your own engineers. Expert people on the work, systems specified for the constraints you actually operate under, and the capability left behind with your team.

Two bits
Four
Eight
Resolved
One surface, drawn four times at four bit depths. Two bits keeps the shape, four keeps the structure, eight keeps the detail, and the resolved pass keeps everything. We specify systems to stay correct at the left of that scale, so they still work when the network, the compute or the budget cannot carry the right.
q(v) = ⌊v · 2ⁿ⌉ / 2ⁿ
Runs where you need it

Cloud, your VPC, or on your own hardware.

Connects to your stack

Existing ticketing, core systems, data warehouse.

Your data stays yours

Never used to train models outside your deployment.

Experts on site

People who have built this before, in the room with your team.

What we do

01
Upskill
Zerra
02
Resolve
Leri
03
Label
Data Annotation
04
Deploy
Enterprise AI
05
Discover
Advanced R&D
06
Host
Your cloud, or ours
07
Measure
Evaluation and reporting
08
Integrate
Into the stack you have

What we build

Five lines of work, each with its own page and its own engineering team. Open one.

Enterprise AI adoption.

Discover Zerra

Train your teams on the systems they will actually run, taught by the engineers who build them.

s → s / 2d
Cohorts and embedded programmes
Curriculum built on your stack
Assessment on your own tasks
Named engineers on support

Customer service that resolves.

Discover Leri

Agents that reconcile a transaction across your core systems, then take the action that closes the case.

i ↦ i·k mod n
Reconciles before it replies
Chat, email, voice and messaging
Wired to core systems and ticketing
Full audit trail on every action

Human-labelled data.

Discover Data Annotation

Domain specialists labelling to a written spec, with disputes adjudicated and agreement reported per batch.

argmini ‖x − ci
Text, speech, documents and images
Specialists screened on your task
Multi-pass review and adjudication
Agreement rate on every batch

AI built inside your organisation.

Discover Enterprise AI

Retrieval over your own records, agents wired into your systems, and the infrastructure underneath them.

x + ε·e−r²/2σ²
Retrieval over your records
Agents with permissions and limits
Self-hosted, your cloud, or operated
Architecture and runbooks handed over

Joint research on questions your industry has not answered yet, run against your data and published where possible.

x = sin(aθ + δ), y = sin(bθ)
Quantization and precision budgets
Retrieval on proprietary corpora
Agentic failure analysis
Low-bandwidth and on-device inference

Supported by expert partnership

Work with world-class AI scientists and engineers to enable transformation that drives impact.

Our services
Use case acceleration.

Prioritise high-value use cases and take them to production fast.

Week 1 scoping workshop
A ranked backlog with cost and impact
First use case live in a quarter
Elite AI expertise.

A cross-functional team that takes initiatives from kickoff to production at scale.

Research, data and platform engineers
Named team, not a queue
They stay through production
Deep customisation.

Customise and optimise models for your domain, down to the precision budget.

Fine-tuning on your corpus
Quantized to your latency budget
Evaluated on your own tasks
Enterprise activation.

Deploy AI in your environment, with full control.

Self-hosted, your cloud, or operated
Your keys, logging and access policy
Runbooks handed to your team

Deploy it where your controls already are

Your building

Self-hosted

Run on your own hardware or in your data centre, air-gapped if you need it. Nothing leaves your walls.

Your perimeter

Your cloud

Deploy into your VPC and your cloud account, under your keys, your logging and your access policy.

Our watch

Operated by us

We host and operate the deployment, isolated to your organisation, with your data never used to train anything outside it.

Open weights, open licences, no lock-in

We build on open-source models, and we contribute back to them. That means weights you can inspect, licences your legal team can read, and a system that keeps running if any vendor changes its terms. Our own methods and evaluation code go out the same way, in public repositories you can run yourself.

Browse our repositories
yi = Σj Wij xj
W ∈ ℝ10×16 — one layer, every value readable

Own your own AI future.

Build, customize, and deploy tailored AI solutions with complete control.