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Private AI & data platforms, on Azure or fully offline.

We design and build production-grade AI and data systems for regulated teams - deployed in your Azure tenant or air-gapped on your own infrastructure.

Trusted by teams in

  • UK Defense
  • Aviation
  • Education

Services

What we build.

Three ways we help regulated teams get AI and data into production.

Enterprise Data Architecture

Auditable data platforms on Azure Synapse and Fabric, built for mission-critical analytics and AI at scale.

SynapseFabricGovernance

Privacy-First AI Integrations

Run LLMs and generative AI inside your own boundary, in your Azure tenant or fully offline, so no data leaves your control.

Offline LLMsRAGAir-gapped

Azure Cloud Modernization

Hardening existing Azure platforms: private endpoints, lifecycle policies, governance, and the documentation your auditors ask for.

Private endpointsIaCHardening

How we work

Built to ship.
Built to hand over.

Most AI projects stall between strategy and working software. We close that gap with engineering rigor and built-in compliance.

  1. 01

    Agree on what ‘done’ looks like.

    We align on scope, risk, and compliance upfront - so you know exactly what you’re getting.

    A signed-off scope, project roadmap, risk log, and compliance checklist.

  2. 02

    Build it right the first time.

    Deployment-ready pipelines and AI systems, built with security and compliance from the start.

    Pipelines and models ready for your security review.

  3. 03

    Keep it working after we leave.

    We don’t disappear; we equip your team to run and maintain everything without us.

    Runbooks, documentation, and hands-on training for your team.

Industries

Engineered for demanding environments.

When privacy, compliance, and operational integrity matter most, general-purpose tools aren’t enough. We deliver custom AI and data systems you can deploy and use immediately.

  • Defense & Public Sector
  • Aviation & Aerospace
  • Healthcare & Life Sciences
  • Education

Selected engagement · Defense

Integrating large language models into wargaming software.

Built a production Python application that integrates offline AI models, letting wargaming simulations run securely on sensitive data. A novel capability with no commercial off-the-shelf equivalent.

Offline AIPythonSensitive data
More on our work
Rob Long, founder of AtLongLast Analytics, wearing a SQL query t-shirt

Who you’ll work with

I’m Rob. I build these systems myself.

I’m the founder of AtLongLast Analytics and a data & AI engineer with a decade of experience building custom solutions and delivering production platforms. When you work with us, you work directly with the engineer designing and building your system - no hand-offs, no account managers.

Our software

Built by us.
Used on our own platforms.

We develop our own open-source tools for the problems we meet in client work, then run them on the platforms we build. VISaR scans open-source dependencies against OSSF Scorecard and OSV and keeps a severity-rated evidence record.

visar-report.html
VISaR vulnerability dashboard showing severity counts and a table of findings

Talk to an engineer.
Not a salesperson.

A 30-minute call to understand what you’re building and how we’d approach it.