London · UK-based · AI-native delivery · Est. 2019
AI-Native Software Development Company in the UK
We build software with AI at its core agents, copilots and intelligent products engineered for production, not just for a demo. UK-based teams, UK data standards, and outcomes you can measure.
AI-native, not AI bolted on
Most “AI features” are an afterthought. We build the other way.
Bolting a chatbot onto a legacy app gets you a demo. Designing the product, data and workflow around what AI does well gets you something that changes how the business runs.
Designed around the model
Data, architecture and UX are shaped for AI from day one so intelligence is part of the product, not a widget on the side.
Built to ship, not to demo
Evals, guardrails, monitoring and cost controls so your AI survives contact with real users and real data.
Owned by you
Model-agnostic builds on infrastructure you control so you're never locked to one vendor or stuck inside a black box.
What we build
The full stack of AI-native products from agents to production ML.
One partner for the model, the product around it, and the team that keeps it running.
AI agents & agentic workflows
Software that reasons, uses tools and APIs, and completes multi-step tasks on its own with the right controls around it.
LLM & RAG applications
Apps that answer from your own documents and data accurately, with retrieval, citations and no hallucinated guesswork.
AI copilots & assistants
In-product assistants that help your team or customers do the work faster embedded where they already are.
Intelligent process automation
Automate the manual, repetitive work document handling, triage, data entry so your people spend time where it counts.
Generative AI features & products
Content, code, image and data generation built into your product with quality, safety and cost engineered in.
Custom ML & computer vision
Prediction, classification and vision models trained on your data for the problems off-the-shelf AI can't solve.
How we build AI that ships
A straight line from “could AI help?” to working software.
Four clear stages. We prove the AI works on your data before you commit the full budget.
Find the right use case
We identify the highest-value problem and check whether AI is even the right tool for it.
Build and evaluate
A working proof of concept, measured against real data with an eval harness not a vibe check.
Ship with guardrails
Production build with safety, monitoring, human-in-the-loop and cost controls baked in.
Deploy and optimise
We ship, watch real usage, and keep improving accuracy while driving cost down.
Why Fulminous
A UK partner that treats AI as engineering, not a magic trick.
UK-based delivery & data standards
London-headquartered teams building to UK data protection expectations, with your data kept where you can see it.
Model-agnostic by principle
Claude, GPT, Llama or Mistral we pick the model that fits your accuracy, privacy and budget, not a vendor tie-in.
Production discipline
Evals, guardrails, observability and cost control are part of every build so AI holds up under real usage.
Full-stack product teams
We build the whole product around the AI backend, frontend, cloud and DevOps not just the model call.
Transparent, staged process
A costed plan you sign off before code, then visible increments you can watch and steer.
Support that doesn't stop at launch
Ongoing tuning, monitoring and maintenance so accuracy and cost keep moving the right way.
The AI-native stack
The tools we reach for and swap as your needs change.
Models
- Anthropic Claude
- OpenAI GPT
- Llama (open source)
- Mistral
- Fine-tuned models
Orchestration & data
- LangChain / LlamaIndex
- RAG pipelines
- Pinecone / pgvector
- Eval & guardrail tooling
- Vector & graph stores
Cloud & MLOps
- AWS · Azure · GCP
- Docker / Kubernetes
- Model monitoring
- CI/CD for AI
- Self-hosted inference
App stack
- Python
- Node.js
- React / Next.js
- .NET
- REST & streaming APIs
Industries we serve
AI applied to your sector, with the compliance it demands.
Healthcare
Clinical copilots, patient triage and secure document intelligence built for sensitive data.
Explore healthcare →Fintech
Fraud detection, document processing and compliant, auditable AI for financial services.
Explore fintech →Retail
Personalisation, demand forecasting and AI-driven customer support across channels.
Explore retail →Manufacturing
Predictive maintenance, quality vision and supply-chain intelligence that cut downtime.
Explore manufacturing →Education
Adaptive learning, tutoring copilots and content generation for modern EdTech.
Explore education →Restaurant & hospitality
AI ordering, booking assistants and demand-aware operations for hospitality.
Explore restaurant →Trusted by teams across the UK & beyond
“Their technical proficiency lets them tackle complex projects and deliver genuinely innovative solutions.”
“The team showed a deep understanding of the latest technologies and industry best practices.”
“Their approach ensures project objectives are met efficiently and with real attention to client needs.”
Questions, answered
Frequently asked questions
Have an AI idea worth building properly?
Book a free strategy session. We'll pressure-test the use case, tell you honestly whether AI is the right tool, and show you what a production build would take.
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Our offshore IT consulting services along with the AI-powered core helps top companies stay competitive, win new markets and increase shareholder value.
