Enterprise data,
analysed offline.
We build and deploy AI analysis workstations that run entirely on your own servers — live in 4–8 weeks, with full IP ownership and zero data leaving your infrastructure.
TO PRODUCTION
DATA SECURITY
CODE & MODEL OWNERSHIP
Four artefacts.
Built to outlast us.
We do not deliver demos that quietly retire. Every engagement ends with a system your engineers can run, observe, and extend — long after our access is revoked.
PRODUCTION
ARTEFACTS, EVERY
BUILD
Air-gapped AI Models
Local LLMs and RAG pipelines that run entirely without internet access — your data never leaves your premises.
On-Premise Infrastructure
Hardware and software configured for local execution with zero external dependencies or cloud calls.
Evaluation harness
A live test bed that travels with the model to monitor performance locally with offline quality metrics.
Operator playbook
Your team owns the system on day one — full documentation, runbooks, and live handover sessions.
Four phases. Eight weeks. Yours to own.
Working software
every Friday.
Architect
A short, sharp design phase. We define the agent boundary, evaluation criteria, integration surfaces, and the failure modes that matter.
Prototype
A working end-to-end build on real data inside your environment. By week two you can run it, criticise it, and redirect it.
Harden
Evals, guardrails, observability, retries, fallbacks. We make the system safe to leave running unattended on production traffic.
Hand over
Documentation, runbooks, and live architecture sessions with your engineers. You leave owning everything — code, prompts, evals, and all.
What we build, in practice.
Offline Data Analysis
Deep analytics from private datasets with zero external data exposure.
Air-gapped RAG Systems
Semantic search and retrieval on local knowledge bases — 100% on-premises.
Private Model Fine-tuning
Custom model training on your internal data, entirely within your environment.
Compliance-ready Deployment
Built for GDPR, HIPAA, SOC2, and other strict industry compliance standards.
Hardware Optimisation
Tailored to your on-prem hardware — GPUs, servers, or edge devices.
Scalable Infrastructure
Designed to scale from small teams to enterprise-wide deployments.
Zero Trust Architecture
Every component isolated by default — no lateral movement, no implicit trust.
CLI & API Access
Full programmatic control for your engineering team via secure local interfaces.
Private Vector Stores
On-prem embedding databases for RAG with no third-party vector cloud needed.
Four non-negotiables.
These are the principles we will not bend on. They are why our builds ship in weeks, not quarters — and why every client renews.
Prototype before architecture
A working slice on real data in week two beats a pristine architecture diagram in week six. Decisions get easier when there is something to react to.
Working software every Friday
No fortnightly demos and no surprises at the end. Every Friday the latest build runs against your data with a short written changelog.
Edge cases are the spec
The happy path is the easy thirty percent. The hard sixty days are the messy ten percent — and they are what we design around from week one.
Built for your team to inherit
No proprietary frameworks, no licensed runtimes. Standard stack, your repo, your servers — so handover is a meeting, not a migration.
Financial data analysed at 98% accuracy in six weeks.
A private RAG workstation deployed inside a tier-1 bank's air-gapped infrastructure. Analysts went from 3-day manual review cycles to on-demand insights — with zero data ever touching external servers.
ACCURACY
71% → 98%
THROUGHPUT
3 days → on demand
TIME TO SHIP
6 weeks
DATA EXPOSURE
$0 risk
FINAL ACCURACY
98%
PER-REPORT TIME
45 sec
BACKLOG CLEARED
5 days
HEALTHCARE AI
arrow_forwardPatient record analysis with zero cloud exposure.
HIPAA compliant · On-prem GPU cluster
LEGAL INTELLIGENCE
arrow_forwardContract intelligence deployed in air-gapped law firm.
93% clause accuracy · 40h/wk saved
Never. All processing happens entirely on your infrastructure. Our models run locally with zero external API calls — your data never leaves your premises.
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