AI Development · Consulting
We Build the AI
Your Business Actually Needs.
Custom AI products, agentic automations, and fully integrated systems — engineered to work inside your existing tools and workflows, not sitting in a separate tab nobody uses.
What we build
Three types of AI that transform operations.
Generic AI tools give every business the same advantage — which means no advantage. The systems we build are custom to your business, your data, and your workflows.
Custom AI Products
Bespoke AI tools trained on your data, built to your exact use case, and delivered as production-ready products your team actually uses every day.
- Internal knowledge assistants
- AI-powered customer tools
- Domain-specific LLM fine-tunes
- Multimodal AI (text, image, voice)
Agentic Systems
AI agents that plan, reason, and execute multi-step tasks autonomously — without a human having to monitor every step. Built for reliability, not demos.
- Research and reporting agents
- Sales outreach automation
- Document processing pipelines
- Multi-agent orchestration
Workflow Automation
Map every manual, repetitive process and replace it with intelligent automation — connected to your CRM, inbox, ERP, and the tools your team already lives in.
- CRM and inbox automation
- Invoice and document handling
- Onboarding and ops sequences
- Reporting and data pipelines
Our services
Three development service areas.
From the first prototype to a production system running at scale — each engagement is scoped, priced, and delivered with full transparency.
BespokeFull IP ownershipProduction-ready
Development 01
Custom AI Development
AI products built specifically for your business — from intelligent internal tools to customer-facing systems and fully autonomous agents. Not adapted from someone else's template.
What we build
✓
Custom LLM integrations with OpenAI, Anthropic, Mistral, or open-source models✓
RAG systems trained on your internal knowledge base and documents✓
Agentic workflows — AI that plans, executes, and iterates autonomously✓
Fine-tuning for domain-specific language, tone, and accuracy✓
API design, third-party integrations, and authentication✓
Full testing, QA, and performance optimisation before launch
Right for you if…
You need an AI solution that does something specific to your business that off-the-shelf tools genuinely can't do. Or you need full IP ownership and long-term control over your system.
Fast ROINo-code to full-codeMonitored 24/7
Development 02
Business Process Automation
Map every manual, repetitive process in your business and replace it with intelligent automation — so your team focuses on the work that actually matters.
Common automations we build
✓
Full process audit — every manual task and handover point mapped✓
Automation opportunity scoring: effort vs. impact matrix✓
Lead qualification, nurture sequences, and CRM hygiene✓
Invoice processing, document handling, and data extraction✓
Internal reporting, KPI dashboards, and management alerts✓
Error handling, monitoring, and automated alerting systems
Right for you if…
Your team runs the same manual processes every day and you're growing faster than you can hire. You need more throughput without more headcount.
Foundation workBefore you buildGDPR-compliant
Development 03
Data & AI Readiness
Your AI is only as good as your data. We audit, structure, and prepare your data infrastructure so every system we build has a solid, reliable foundation to run on.
What we assess and deliver
✓
Data audit — what you have, where it lives, what's missing or inconsistent✓
Data quality scoring with a clear remediation plan✓
Data infrastructure architecture and implementation✓
AI readiness score across 6 dimensions✓
GDPR and EU AI Act compliance mapping✓
Ongoing data pipeline monitoring and maintenance options
Right for you if…
You're planning to build AI but aren't sure your data is ready. Or you've had a failed AI project and want to understand the root cause before trying again.
How we build differently
Three principles every build follows.
These aren't marketing claims. They're the commitments we make at the start of every engagement and the standards we hold ourselves to throughout.
01
You own everything. Full stop.
Full source code, full IP, full documentation. When the engagement ends, you have everything you need to run the system independently — no vendor lock-in, no monthly fee surprises, no dependency on us for basic operations. We earn continued work through the quality of what we build, not contractual obligations.
Full source code delivered at handover
Complete technical documentation included
No licence fees or platform dependencies
Run it yourself from day one.
Every decision explained in plain English
Confidence scores and uncertainty flags built in
Audit trail on every AI action
You can always see why it did what it did.
02
No black boxes. Ever.
Every system we build is explainable. You can audit what the AI decided and why. For a UK business operating under GDPR and the incoming EU AI Act, that's not optional — it's essential. We engineer transparency in from the start, not bolted on as an afterthought.
03
Built to scale, not just to demo.
Every architectural decision we make is taken with your future growth in mind. We build for production workloads from day one — with proper error handling, monitoring, fallback logic, and a clear path from MVP to full scale. You won't hit a wall six months after launch and need to rebuild everything.
Designed for 10× the initial volume
Monitoring and alerting from day one
Modular architecture for easy extension
MVP → full scale on the same foundation.
What we work with
The stack behind every build.
We're model-agnostic and framework-agnostic — we pick the right tool for the job, not the fashionable one. These are the technologies we work with every day.
AI Models
OpenAI GPT-4o / o1
Anthropic Claude
Google Gemini
Mistral / Llama
AI Frameworks
LangChain / LangGraph
LlamaIndex
CrewAI / AutoGen
Vercel AI SDK
Backend & Data
Python / FastAPI
Node.js / TypeScript
PostgreSQL / Redis
Pinecone / Weaviate
Automation & Infra
N8N / Make / Zapier
AWS / Azure / GCP
Vercel / Railway
Docker / GitHub Actions
How we build
From architecture to live in production.
A proven methodology that keeps projects on time, on budget, and aligned to business outcomes — not technical vanity metrics. You see progress every week.
Week 1
Scope & Architecture
Define requirements precisely, select the right models and tools, and design the technical architecture before a line of code is written.
Weeks 2–5
Build & Iterate
Agile development with weekly demos — you see real progress every week, not just at the end. Feedback loops built in from day one.
Week 6
Test & Validate
Rigorous testing against real business scenarios — edge cases, failure modes, accuracy benchmarks, and performance under production load.
Week 7+
Deploy & Support
Production launch with full monitoring, complete documentation, team handover, and optional ongoing support retainer.
Have something specific
in mind already?
Tell us what you're trying to build. We'll give you an honest assessment of what's technically feasible, how long it'll take, and what it'll actually cost.