AI-accelerated product development: POC, MVP, and API integration.

  • AI tools used in the product and in how we build it
  • POC, MVP and API integration delivered before the competition ships theirs
  • You own the IP, the code and the documentation from day one
  • Regulated industry experience built in
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200
years of combined engineering experience

40+

regulated industry clients
2-3
weeks to working POC
Up to 6
AI tools used in every build
ISO 27001
certified, top 3% of delivery partners
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Real AI-backed products, engineered for production

Every engagement with a Deployflow delivery team ends with a solid product, and a working system you own.
1

Working AI prototype in weeks

Built and tested with your real data. You get a working prototype, a findings report, and a direct path to MVP.

2

MVP delivered to production

Full-stack product shipped in 6–12 weeks. Frontend, backend, DevOps, QA, and PM included. Tested and documented.

3

API integration end-to-end

REST, payment, LLM, and enterprise integrations from scoping to deployment. It works when we hand it over.

4

From audit to fix

AI-powered assessment of your infrastructure, cloud, DevOps, and security. We prioritise what needs fixing and deliver a sprint-based plan to get it done.

5

Full knowledge transfer

Your team won't depend on us when we leave. Runbooks, deployment guides, and architecture documents included on every engagement.

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All the benefits of an enterprise-level AI delivery at the speed your roadmap needs.
One partner, every stage. From first idea to production.

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POC team

We validate the idea with a working AI prototype, a clear report, and an action plan on how to move forward.
Fixed budget, sprint-based delivery, and no surprises at any stage.

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MVP team

You've validated the idea and it's time to build. We deliver a full-stack MVP in 6 -12 weeks with frontend, backend, DevOps, QA and PM included, and you completely own every line of code.
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Specialised AI teams

A dedicated team of AI engineers, ML specialists, and a delivery lead built around your specific needs. We specialise in LLM integration, RAG pipelines, and agentic workflows.
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Dedicated delivery team

Full-time dedicated engineering team, QA, DevOps, and PM work only on your product for as long as you need. Get all the benefits of an in-house team without having to build one yourself.
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Not sure which delivery team fits your build? Answer 4 questions in our quiz and we'll map it out for you

Who we work with

Built for the stage you’re at. Designed to move fast at every one of them.

Startups and founders

You need a working AI product without the cost of building a permanent team to do it. We scope it, build it, and hand it over. Fixed budget, fast timeline, no surprises.

Scaling companies (50–500)

Your roadmap is full and the AI feature keeps slipping. We embed around the delivery challenge, own the outcome, and leave when the work is done. Your engineers keep building what only they can build.

Enterprise (500+)

Transformation delivery, legacy modernisation and AI implementation at the rigour your organisation requires. We work to your compliance standards, your architecture principles, and your timeline.
How we build
You'll never depend on us to keep the lights on. Every stage is documented, every decision is recorded, and every piece of code completely belongs to you from the moment it's written.
1

Discovery and architecture

Week 1–2
We define the scope, design the architecture, and pressure-test every decision before a line of code is written.
Output
Architecture doc + sprint roadmap
2

Sprint-based build

2-week sprints
Working output at the end of every sprint. AI-accelerated programming is a non-negotiable standard on every build.
Output
Working software every 2 weeks
3

Core AI engineering

Runs in parallel with build
LLM integration, RAG pipelines, agent logic, and structured output handling. The right model for what your product needs to do.
Output
Integrated and tested AI system
4

QA and validation

Every sprint | AI-assisted testing
We test the code, the output quality, the edge cases, and the failure modes.
Output
Tested, validated system on every sprint
5

Deploy and operate

End of build | Ongoing if managed
Built for full observability and management from the moment it goes live.
Output
Production deployment + observability stack
6

Handover and knowledge transfer

Full documentation, runbooks, architecture diagrams, and knowledge transfer sessions on every engagement. Completely self-sufficient from day one.
Output
Docs, runbooks, sessions, full IP transfer
    Case Studies

    AI products, MVPs, API and system integrations built for complex business environments. Working with clients across industries including FinTech, Healthcare, Public Sector, PropTech and more.

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    AI, dedicated teams
    Building a public-sector AI platform
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    AI, dedicated teams
    Engineering National-scale Energy AI
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    Sustainability
    Sustainability platform for PI Concept
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    Zilch scaled from MVP to a double Unicorn with the help of Deployflow
    Cloud, Managed IT services
    Scaling from MVP to a double Unicorn
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      We’re proud to be recognised as a proven product development partner in the UK:

      • Featured in industry directories like Clutch
      • UK Cyber Essentials certified
      • ISO 27001 certified
      • Partnered with leading cloud providers: AWS, Microsoft Azure, Google Cloud
      • Rated  ★★★★★  by our clients in fintech, real estate, healthtech, farming, edtech, and more
      Deployflow were able to give us another vision, another way of doing things. It took only a couple of days for them to understand the whole methodology. And it was amazing, because not many people are able to do that. I can see Deployflow as a long-term technological partner that will bring a lot of innovation.
      Marta Juega PhD, MBA
      Co-Founder, PI Concept
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      .. they assembled a dedicated workforce, enabling us to transform our vision into reality.

      Their seamless team-building and thorough knowledge transfer have been instrumental in bringing our product to life..

      Sean Hederman, CIO
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      We were lucky to find Deployflow because they understand the algorithm and were able to create a digital product suitable for the purpose. They are part of our business family. They seamlessly embed into your team, giving you the feeling that your business matters to them.
      Lilla O’Connor
      Co-Founder, PI Concept
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        FAQs

        The essential foundation for your vision

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        Sonja

        Marketing Manager