Hybrid · Cloud · Local AI

Programmers.
Problem solvers.
AI specialists.

We build practical AI solutions that fit your business - not the other way around. Hybrid, cloud, and local architectures designed by people who've spent years getting their hands dirty with the technology.

dewroi - bash
$ dewroi --understand-problem
→ Listening to your business...
$ dewroi --design-solution
→ Architecting hybrid AI pipeline...
→ Local inference: ✓ enabled
→ Cloud fallback: ✓ configured
→ Data stays on-premise: ✓
$ dewroi --deploy
→ Building... ████████████ 100%
→ Problem solved. Business running smarter.
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We build AI that works for your business

No off-the-shelf answers. We understand your problem first, then design the right solution - whether that's running AI locally, in the cloud, or as a carefully balanced hybrid of both.

🗺️

AI Strategy

Before we write a line of code, we help you figure out what to build and why using the best industry standards and practices. Many businesses rush to AI without a clear problem. We slow down first, ask hard questions, then build the right thing.

  • Problem definition
  • Build vs buy
  • ROI (Return on Investment) assessment
  • Roadmapping
  • And many more...
🏠

Local AI

Run powerful AI models on your own hardware. Your data never leaves your premises. Ideal for sensitive information, GDPR compliance, or when you need predictable costs without recurring API fees.

  • Ollama
  • OpenClaw
  • LlamaCPP
  • LM Studio
  • ComfyUI
  • On-premise LLMs
  • Private inference
  • And many more...
☁️

Cloud AI

Access frontier models intelligently and cost-effectively. We help you integrate with the best cloud AI providers, manage costs, and use these powerful capabilities where they genuinely add value.

  • OpenAI
  • Anthropic
  • Google Gemini
  • Kimi K2.5
  • API and custom architecture
  • And many more...

Hybrid AI

The best of both worlds. Most tasks run locally - fast, private, and cheap. Complex tasks escalate to the cloud when justified. We design the architecture that makes this seamless and transparent.

  • Intelligent routing
  • Cost optimisation
  • Fallback strategies
  • Audit trails
  • And many more...

We follow the data,
not assumptions

We've seen too many AI projects fail because they started with the solution and worked backwards. We do it the other way around.

01

Listen First

We spend real time understanding your business - its processes, its pain points, its goals. We ask uncomfortable questions. We don't assume we know the answer before we've understood the problem.

02

Design Honestly

We'll tell you if AI isn't the right answer. If it is, we design an architecture that fits - local, cloud, or hybrid - based on your real constraints around privacy, cost, and performance.

03

Build Pragmatically

We use the best tools for the job: open-source where it makes sense, commercial APIs where they're justified. We build on proven foundations and don't reinvent what already works well.

04

Evolve with You

AI solutions aren't fire-and-forget. We build systems that can be audited, measured, and improved. And we're honest when something needs to change - because good systems get better over time.

How we think about everything we do

These aren't marketing slogans. They're the principles that shaped how we built our own business - and that we apply to every project we take on.

🔍

Trust, but Verify

Trust is gained in drips and lost in buckets. We build audit trails into everything. Not as an afterthought - as a core design requirement. Every decision should be explainable and every process should be verifiable.

📊

Follow the Data

Good outcomes come from good questions, not gut instinct. We help businesses get the right data, ask the right questions, and turn the answers into decisions they can act on - not dashboards they ignore.

🎛️

Meaningful Abstractions

The best technology disappears. Like a car's accelerator, you don't need to understand the engine to drive. We build systems that are genuinely simple to use without hiding anything important.

🏠

Local-First Thinking

The cloud is a tool, not a default. We start with the question "does this need to leave your premises?" and only send data where it needs to go. This makes compliance simpler and costs more predictable.

30+ Years writing production code
Curiosity about what's possible
0 Interest in selling you something you don't need

Nerds, by our own admission

Dewroi began with two programmers quietly building intelligent systems, back before 'AI' was on every boardroom agenda and everyone was writing think-pieces about it. We were building our own version of GPT-2, Conway's Game of Life, digital simulations - just to understand how things worked.

When the AI revolution accelerated, we'd already been living it for years. We understood what the technology could actually do, and more importantly, what it couldn't. That grounding matters when businesses come to us asking what AI can do for them.

We've worked across diverse industries - including FinTech (BACS & Encryption), Enterprise Operations (ERP, Telecoms and Technical Support), and Digital Growth (E-commerce & Game development). We understand that businesses don't care about the technology - they care about the outcomes. Our job is to bridge those two things, honestly and pragmatically. We eat our own dogfood: every principle we advocate, we've tested on ourselves first.

Start the Conversation

Let's map out your biggest operational bottleneck.

Two quick steps to help us understand your situation - so we can give you a genuinely useful response, not a generic sales pitch.

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Step 1 of 2

What are the biggest problems you hope to solve with AI?

Be as specific or as broad as you like. This is the most valuable thing you can tell us - and it's what shapes everything we say next.

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Let's start the conversation

We'll review your answers and come back with some honest initial thoughts - no obligation, no sales script.

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Thank you - we've got it.

We've received your answers and we'll be in touch shortly. Expect a genuine, considered response from one of us - not a template.

In the meantime, if you're curious about any of the tools we work with, feel free to ask us anything.