RDZZLTD

AI & data architecture · London

AI and data architecture for teams with messy systems

RDZZ LTD helps SaaS, regulated and data-heavy teams turn messy operational data into reliable APIs, automation, reporting and AI-ready knowledge systems.

Book a triage call See the sprint

Fixed scope · Senior-led · No lock-in

We build and run our own products too

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The problem

Many teams want to use AI, automation or better analytics. The real blockers are usually underneath the surface:

  • unclear data ownership
  • fragile integrations
  • inconsistent schemas
  • manual spreadsheet workflows
  • weak API design
  • poor observability
  • no quality checks
  • systems that are hard to maintain

AI doesn't fix broken architecture. It exposes it.

The journey

From messy to AI-ready

Scroll to see what a readiness sprint actually changes — the same systems, reorganised into something you can build on.

  1. 01

    Messy

    Data trapped across systems, spreadsheets, and third-party APIs — wired together by hand, with no clear ownership and no idea what's safe to build on.

  2. 02

    Mapped

    The sprint surveys everything: sources, flows, and the risks hiding underneath. You get a current-state map instead of tribal knowledge.

  3. 03

    Clean

    Systems reorganise around a reliable API layer. One clear path in, one clear path out — dashboards, reports, and automation all pull from the same trusted spine.

  4. 04

    AI-ready

    A retrieval layer and knowledge base sit on top — so RAG, assistants, and automation run on data you can actually trust, not a scraped-together guess.

The offer

AI/Data Readiness Sprint

A fixed-scope architecture sprint for teams experimenting with AI, automation, reporting or RAG, but blocked by messy data, weak APIs, unclear ownership or poor system design. The sprint maps what you have, finds what is viable, and gives you a practical path to build it.

What you get

  • 01 Current-state map of systems, data sources, APIs and workflows
  • 02 AI, automation, reporting or RAG opportunity assessment
  • 03 Data quality, security, privacy, cost and maintenance risk review
  • 04 Quick wins and high-value implementation options
  • 05 30/60/90-day roadmap
  • 06 Leadership readout with clear trade-offs

Ways to engage

Start where it makes sense

Starter Audit

2 days

For teams that need a fast senior view before investing further.

Book a call →

Standard Sprint

1 week

For teams that need a clear architecture plan and implementation roadmap.

Book a call →

Prototype Sprint

2 weeks

For teams that need a small working proof of concept alongside the architecture plan.

Book a call →

Every engagement starts with a free 30-minute triage call. The price is fixed and agreed in writing before any work starts.

How it works

Three steps, no surprises

  1. 1

    Triage call

    A 30-minute call to work out whether your problem needs an audit, a prototype, a build sprint, or no engagement at all.

  2. 2

    Fixed-scope sprint

    We map what you have, find what's viable, and pressure-test the data, API, security and supportability risks.

  3. 3

    Readout & roadmap

    You get a current-state map, quick wins and a 30/60/90-day roadmap, with a clear readout for leadership.

Best fit

RDZZ is a good fit if your team…

  • has useful data trapped across systems, spreadsheets or databases
  • wants to explore AI or RAG but is unsure what is safe or practical
  • needs better APIs, reporting, automation or internal tooling
  • has engineering capacity but needs senior architecture direction
  • needs a clear plan before committing to a larger build

Probably not a fit if you…

  • need a large team to deliver a build over many months
  • want a decision that's already been made signed off
  • need round-the-clock support for a live system

Questions

Before you book

Who will I work with?

The founder, directly, from the first call to the final readout. Nothing is handed to a junior team.

How is an engagement priced?

Each engagement has a fixed price for a fixed scope, agreed in writing after the triage call and before any work starts. The triage call itself is free.

Can you work alongside our engineers?

Yes. Most sprints run with your team, so the knowledge stays with you when we finish.

Do you sign NDAs?

Yes. Send yours before the triage call if you'd like one in place first.

Where are you based?

London. We work remotely with teams across the UK.

Start with a 30-minute call

Bring the problem. You'll leave the call knowing whether it needs an audit, a prototype, a sprint, or nothing from us at all.

Book a triage call Email hello@rdzz.co.uk