Platform Implementation
Strategy is the easy part.
What this is, in plain terms
Most AI projects die somewhere between the strategy document and production traffic. The people we send to build are senior engineers, not bench consultants. Fixed scope where we can, time-and-materials with honest burn reports where we can't, and every line of code transfers to you at the end.
Senior engineers. Fixed scope. Full IP transfer.
The strategy deck doesn't kill projects. The 'how do we actually build this' phase does. We staff people who have shipped to public cloud, private cloud, on-premise racks, air-gapped networks, and ruggedised edge boxes. Fixed scope and fixed price where the work permits. Time-and-materials only when the unknowns genuinely warrant it, with weekly burn reports so you can see exactly where every hour went. The code we write becomes yours at handover. Not licensed. Not escrowed. Yours.
What we deliver
What we build for you
End-to-End Platform Deployment
From empty environment to running platform. Infrastructure-as-code from day one. Security review before we hand over the keys. A performance baseline at launch so you'll know if the system has drifted six months later. Runbooks written for the engineer who'll get the page at three in the morning. Not for the architect who designed it.
System Integration
AI rarely lives alone. We connect it to the systems already running your business: ERP, CRM, identity providers, data warehouses, ticketing platforms, whatever else. APIs over file dumps. Open standards over vendor extensions. If you ever need to swap a piece out, you won't need to call us first.
Data Pipeline Engineering
Data is the part nobody wants to do, which is exactly why most AI projects stall there. We do the unglamorous work. Streaming and batch pipelines, quality monitoring, feature stores, vector indices, the lot. Built on whatever fits your stack. We're not married to any one tool.
Custom AI Development
When off-the-shelf doesn't cut it. Fine-tuning, RAG systems, custom inference paths, the harder bits. Open frameworks throughout: PyTorch, Hugging Face, LangChain, vLLM. No proprietary glue. The code we write runs on your laptop, your servers, or someone else's cloud. It's just software, and it's yours.
Legacy Modernisation
Older systems that worked once, mostly still work, and can't keep up. We migrate carefully. Parallel running, data reconciliation, gradual cutover. Big bang migrations look brave on the project plan and end in tears in production. We've seen enough of them.
How we engage
Pick the model that fits your scope, not ours.
Fixed-Scope, Fixed-Price
For work we can scope honestly upfront. Risk sits with us. You know exactly what you're paying before you sign.
Time-and-Materials
For genuinely uncertain work where scope has to evolve. A weekly report shows what we did, what we spent, and what's next. No invoices you can't reconcile.
Embedded Pod
A dedicated team working alongside yours for long builds. Your standups, your roadmap, our delivery. We become part of how your team ships.
What you walk away with
Concrete deliverables
- A platform actually running in production. Not a demo. Not a pilot. Running.
- All the source code, infrastructure-as-code, and architecture docs. No black boxes.
- Runbooks written for whoever picks up the 3am page. Dashboards, alerts, the lot.
- Knowledge transfer to your team. Written, live, recorded. Whatever makes it stick.
- A support window after go-live, then a clean handover. We leave when you're ready, not when our SOW runs out.
Our standard
Where we ship to
- Public cloud: AWS, Azure, GCP, OCI
- Private cloud: OpenShift, VMware Tanzu, Rancher, bare-metal Kubernetes
- Air-gapped and classified networks. Vetted personnel, defence-grade delivery practices.
- Edge and embedded: NVIDIA Jetson, industrial PCs, ruggedised systems
- ISO 27001 and SOC 2 aligned secure SDLC, with SAST and DAST automated in the pipeline
- Background-verified engineers for sensitive and classified engagements
Next stage
Stage 3 · Managed Services
AI that runs without keeping you up at night.
Tell us the problem. We'll tell you what fits.
A thirty-minute call. No deck, no demo. We'll give you an honest read on whether platform implementation is the right place to start, or whether something else is.
Book a discovery call