You want to know when it'll ship. Your engineers are talking about story points and tech debt. We close that gap — a short, independent assessment that tells you, in plain business language, whether the problem is people, process or product, and what to do next.
Sound familiar?
Many SMEs invest heavily in software engineering yet struggle to see what they get back. Work goes in, and what comes out is late, unpredictable, or not quite what the business asked for — and every "when will it be done?" conversation erodes a little more trust between engineering and the rest of the business.
As a business leader, you just want to know when the app will launch. Your engineers are telling you about unit testing and tech debt.
The estimate moves every sprint, and nobody can tell you whether it's the people, the process, or the product that's the problem.
You're paying for a full engineering team. You can't tell if you're getting a fair return on it — and you don't know who to ask.
We can help.
The Service
A short, structured engagement that gets inside your engineering function and tells you, in plain business language, what's working, what isn't, and exactly what to do about it. We embed with your teams — on site or remotely — joining stand-ups, planning and retrospectives, running one-to-ones with engineers, and working directly with your leadership to understand the outcomes you need.
Plain-language findings on where the issues genuinely lie — skills, process, structure, or the quality of what engineering is being asked to build — with prioritised, practical recommendations your leadership team can implement themselves.
Where you'd rather have hands-on help, we include a costed proposal for Automation Associates to deliver the fix with you — no obligation to take it.
Engagement Tiers
Every tier concludes with a findings walkthrough for your leadership team. Every recommendation is designed to be actionable without us — the costed remediation quote is there if you want it.
1–10 engineers
£2,500
For a single team or small department.
Growing organisations
11–30 engineers
£5,000
For multiple teams across a broader function.
30+ engineers
From £10,000POA
A scaled assessment across multiple squads and leadership layers.
If you want hands-on help
Every assessment comes with recommendations your team can implement on its own. When you'd rather not go it alone, this is what the costed proposal typically covers — often with AI-driven tooling as the fastest lever for measurable improvement.
We evaluate, select, and embed AI coding assistants, review tools, and automation agents into your existing workflows — from IDE to CI/CD pipeline.
We map your software delivery lifecycle and identify high-impact automation opportunities — from requirements gathering through to deployment and monitoring.
Hands-on workshops and embedded coaching to get your developers comfortable with AI-assisted workflows — driving adoption that actually sticks.
Leverage AI to generate smarter test suites, surface regressions earlier, and increase coverage without proportionally increasing effort.
We assess your current tech landscape and help you make informed decisions about AI investments — ensuring alignment with your business goals and team capabilities.
We define and track the right KPIs to show the impact of AI-driven changes on your velocity, quality, and developer experience — and keep improving from there.
How we work
We don't drop a report on your desk and disappear. We work collaboratively, from the first stand-up we sit in on to the last improvement that sticks.
We run the independent engineering assessment — embedded with your teams, examining delivery, capability, structure, estimation and the product interface.
You get a plain-English written report: what's really going on, prioritised recommendations, and — if you want it — a costed proposal to fix it with you.
If you take up the proposal, we implement alongside your team — pairing, coaching, and configuring so every change is understood and owned by your engineers.
We measure impact, iterate, and ensure the improvements compound over time. Better delivery is not a one-time project — it's an ongoing capability.
Why Automation Associates
Most consultants advise from a distance. We've sat in the stand-ups, run the one-to-ones, and carried the P&L for engineering teams ourselves — so when we tell you whether your problem is people, process or product, it's grounded in having fixed exactly that problem before.
We don't sell platforms or lock you into specific vendors, and the assessment isn't a sales pitch for our own services. We find the right fix for your team, your stack, and your goals — then we make sure your people know how to sustain it, whether that's with us or without us.
Meet the founder
Founder & Principal Consultant
Peter founded Automation Associates after more than 15 years leading engineering teams through the kind of problems most consultants only advise on from a distance. He's been embedded inside engineering organisations at McLaren Automotive, Barclays, AICPA & CIMA, Smart Pension, and Eurostar — working directly with teams to adopt AI tooling, sharpen delivery practices, and build the habits that make improvement stick.
The results speak for themselves: a 50% improvement in team velocity and 25% cost reduction at AICPA & CIMA, a department scaled from 100 to 380 engineers at Smart Pension, and VP-level transformation work across a 600-person engineering function at Barclays.
Automation Associates exists because Peter got tired of watching organisations spend money on frameworks and slide decks that nobody implemented. Every engagement is built around real change — the kind you can measure.
Get in touch
Tell us how big your engineering team is and what's not working. We'll come back with an honest answer — including a no-obligation quote for an assessment.