Case study

Making a pandemic-era app team predictable, and trusted again

A rushed app launch left a technical department that the rest of the business no longer trusted. We made delivery predictable, and used data to prove that paying down tech debt made it faster.

squads: Mobile App and Integration
2
agile coaching beyond engineering
Org-wide
shown to speed up delivery, with data
Tech debt
The engagement in one paragraph

We turned a rushed technical department into a predictable one, and proved tackling tech debt accelerated delivery.

Client
Greggs
Duration
6 months
Sector
Retail and consumer, United Kingdom
Engagement shape
Scrum Master support across two squads, plus agile coaching beyond engineering.
The challenge

What we walked into

Greggs launched a mobile app so customers could order and earn rewards, but the rushed setup of technical ways of working created friction with Marketing and other departments. They needed Scrum Master support for two squads plus broader agile coaching across the business.

What we did

The work itself

Run against The Tenhaw Way, which is published in full and free to adopt without engaging us.

We refined Story Points for capacity-based tracking, coached Product on data-driven prioritisation, and ran prioritisation workshops and alignment sessions that taught non-technical teams how agile actually works. We used data to prove the payback of addressing tech debt.

The outcome

What came out of it

squads: Mobile App and Integration
2
agile coaching beyond engineering
Org-wide
shown to speed up delivery, with data
Tech debt

Delivery became predictable, confidence in the technical department recovered, and prioritisation conversations became realistic and focused. The data showing tech debt accelerated timelines strengthened collaboration across departments.

Context

Why a buyer usually lands on this one

Written for the person arriving mid-programme with a question.

The department nobody outside it believes

The recurring pattern here is not technical. A team ships under pressure, ways of working get invented on the way, and within a year the rest of the business treats every estimate from that department as fiction. Prioritisation then becomes a negotiation about credibility rather than about value.

AI makes this worse before it makes it better. A head of AI inheriting a department in that position will find the blocker to their programme is not the model, it is that no commitment the department makes is believed, so nothing can be sequenced.

Tech debt, argued with numbers

The claim that paying down tech debt accelerates delivery is usually made as an engineering opinion and lost as a budget conversation. We made it with throughput data instead, which is how it survived contact with Marketing.

The same argument is coming for every organisation trying to scale AI agents onto an estate whose interfaces and data are undocumented. Agents are unusually sensitive to exactly what tech debt describes: inconsistent schemas, undocumented side effects, and workflows that only exist in one person's head.

Read this before you cite it

What this engagement does not claim

The same caveats the case studies hub carries, narrowed to this engagement so nothing here is a surprise to your analyst.

  1. 01

    Not an AI engagement.

    Scrum Master support for two squads and agile coaching across the business. No models, no agents.

  2. 02

    The recovery of trust is qualitative.

    Delivery predictability was measured. The recovery of confidence in the technical department is reported as it was described to us at the time, not as a metric.

Why we think it carries over

Cross-functional trust and a shared, data-backed language for value are prerequisites for agentic change. Agents amplify whatever operating culture they land in, so the culture has to be sound first.

Where this would start today

Programme & Delivery Management

We will govern the programme whether or not we are building any of it. £18k–£35k / month · Programme duration.

What that engagement covers

Want the same thing, in your organisation?

A 30-minute call with James Rooney. We will tell you which parts of this we have done before and which we would be doing for the first time, and you will leave with a rough scope either way.

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