Case study · Retail

Freddie's Flowers: an embedded AI and technology partner.

Freddie's Flowers delivers seasonal flowers by subscription across the UK and Germany. Fifty One Degrees is its retained AI and technology partner, with engineers and an AI consultant embedded in the team, strengthening the engineering foundations and rolling out AI where it earns its keep.

Freddie's Flowers case study
51.4°N · 0.1°W
Client
Freddie's Flowers
Sector
Direct-to-consumer subscription (UK and Germany)
Engagement
Retained AI and technology partnership
Framework
Four pillars: speed, quality, safety, cost
Stack
Claude, Claude Code, Sentry, GitHub
The challenge

A loved brand, a lean team, and a technology estate to match

Freddie's Flowers grew fast on the strength of its product and brand, and its technology grew with it: subscription, gifting and account systems handling the flows the whole business depends on, maintained by a deliberately lean engineering team. The business wanted two things at once: engineering foundations strong enough to move quickly and safely, and a proper AI capability across the company, adopted with governance rather than left to individual experimentation.

What we are building

Foundations first, then AI everywhere it pays

A full technology review

Month one delivered a review across the stack: systems, processes, documentation, team structure and risk, turned into a sprint-ready roadmap rather than a report for the shelf.

An end-to-end testing framework

Fifty One Degrees built and merged an end-to-end testing framework, now the baseline for all new development on the two core production systems, with the first tests covering the highest-value commercial flows: subscription sign-up, gifting and account management.

Observability and a security baseline

Correlation IDs now trace requests through the stack, quality gates and a security baseline are approved and deployed, and a technology scorecard gives leadership a shared view of engineering health.

A governed Claude environment

Claude is rolling out under an AI acceptable use policy, with the environment configured and audited against it, so the team gets real capability inside sensible guardrails.

An AI Pioneers programme

An internal champions network, launching with an in-person kick-off and hands-on training pilots in the teams with the clearest use cases, starting with brand, marketing and buying.

How we work

In the sprints, not above them

Embedded in the team

Fifty One Degrees engineers work inside Freddie's Flowers' sprints, repositories and standups alongside the in-house team, with a shared channel and a weekly report against the four pillars.

Knowledge transfer by design

A hands-on training day had the in-house engineers writing and reviewing end-to-end tests themselves the same day, because the capability has to stay when the consultants leave.

Measured against four pillars

Every week's work reports against speed, quality, safety and cost, so the business can see where the engagement is earning its keep.

Governance before scale

The AI policy and environment configuration come before the company-wide rollout, so adoption grows inside guardrails rather than ahead of them.

How we work together

A retained partnership, on site and in the code

The engagement began in March 2026 as a retained AI and technology partnership: a lead engineer and an AI implementation consultant embedded with the team, on site weekly, with strategic oversight from Fifty One Degrees' CEO at steering meetings. The initial three-month term has rolled on beyond it.

01
Review

A month-one technology review across systems, processes, documentation, team and risk.

02
Foundations

Testing framework, observability, security baseline and quality gates, shipped into the core systems.

03
Train

Hands-on engineering training so the in-house team owns the new practices.

04
Govern

AI acceptable use policy and a configured, audited Claude environment before wide rollout.

05
Enable

AI Pioneers and team-by-team training pilots, measured on hours actually saved.

06
Extend

Data science opportunities scoped across forecasting, churn, pricing and segmentation.

What's next

From foundations to measurable AI wins

The AI Pioneers programme kicks off in person with its first cohort, and the first training pilots run in brand, marketing and buying, where the first tool build will measure its impact in hours saved each week. Behind them sits a scoped pipeline of data science opportunities across forecasting, churn, pricing and segmentation.

We knew we needed more than a consultancy that would hand us a deck and wish us luck. Fifty One Degrees are in the room with us, working alongside our team, and that's exactly what we needed.Nick Anderdon, CCO, Freddie's Flowers
FAQ
What does Fifty One Degrees do for Freddie's Flowers?

Fifty One Degrees is Freddie's Flowers' retained AI and technology partner. Embedded engineers strengthened the engineering foundations, a testing framework, observability and a deployed security baseline, while an embedded AI consultant runs the governed Claude rollout and AI Pioneers enablement programme.

Why start an AI engagement with engineering foundations?

Because AI built on fragile foundations creates risk faster than value. The first sprints delivered an end-to-end testing framework covering the core commercial flows, traceable logging and a security baseline, so everything built next, AI included, ships onto solid ground.

How is AI being rolled out across the business?

With governance first: an AI acceptable use policy and a configured, audited Claude environment, then an AI Pioneers champions network and hands-on training pilots in the teams with the clearest use cases, with impact measured in hours actually saved.

What does Embed Over Advise mean in practice here?

Fifty One Degrees' engineers work inside Freddie's Flowers' sprints, repositories and standups, on site every week, and train the in-house team as they go. It is the firm's delivery model: senior practitioners building alongside the client's team rather than advising from outside.

Could Fifty One Degrees do this for my business?

Yes. The retained partnership model suits businesses that want senior AI and engineering capability embedded in the team rather than a report. Book a Discovery Call and we will map what the first ninety days would deliver.

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Next step

Want an AI partner in the room, not on a slide?

Book a 30-minute Discovery Call and we'll map what an embedded AI and technology partnership would deliver for your business.