About this site

After 20 years delivering complex programmes — from Lehman Brothers to Accenture UK to HMRC to OFGEM — I know exactly where Agile, AI and FinOps break down. I built PivortalHub to fix that before it's too late.

The problem I kept seeing

I have spent two decades in the engine room of digital delivery. As a Scrum Master, Agile Coach, Release Train Engineer and Senior Delivery Manager, I have led programmes worth tens of millions of pounds — for HMRC, Accenture, OFGEM and beyond.

And in every organisation, at every level, I kept watching the same failure play out.

Engineering teams are hitting their sprint targets. Burndown charts are looking healthy. Stakeholders nodding in quarterly reviews. And yet — beneath that surface — cloud bills spiralling out of control, AI tooling sitting unused, and a widening gap between what was being built and the value it was supposed to deliver.

Velocity was completely decoupled from value.

The realisation that changed everything

Here is what I eventually understood: FinOps is not a tooling problem. AI adoption is not a technology problem. And delivery failure is rarely a process problem.

They are all, at their core, behaviour problems.

You can invest in the most sophisticated Cloud FinOps platform on the market — instrument every resource, tag every workload, generate dashboards of breathtaking granularity. But if your engineers have no incentive to care about cost, nothing changes.

You can deploy the most capable AI systems available. But if your delivery teams have not changed how they plan, prioritise and govern, AI just accelerates the same mistakes faster.

You can adopt SAFe, run PI Planning events, and certify your entire leadership team. But if your organisation's culture pulls in the opposite direction, the framework becomes theatre.

FinOps is 20% mathematics and 80% culture. So is AI adoption. So is Agile at scale.

This is the insight that PivotalHub is built on.

What I do

I help complex organisations ship better digital programmes — by uniting Agile delivery, AI adoption and Cloud FinOps at the point where they all break down: execution.

In practice, that means three things:

Shift Left — prevent waste before it ships. Cost awareness and AI governance belong in the Definition of Done. When engineers understand the financial and operational footprint of what they are building before it reaches production, waste is prevented rather than hunted down retrospectively. This is cultural change embedded at the point of creation.

Shift Up — speak the language of the boardroom. Technical metrics, however accurate, mean nothing to a CFO or CEO without context and translation. I help teams transform complex cloud and AI data into prioritised requirements and credible delivery plans — artefacts that enable leadership to make confident, forward-looking decisions rather than reactive ones.

Anchor Change — make efficiency the heartbeat. Lasting transformation does not come from quarterly reviews and one-off workshops. It comes from embedding new habits into the daily rhythm of delivery. Through behavioural coaching rooted in Agile principles, I help teams make cloud efficiency and AI discipline as natural as a standup — not a monthly chore, but a continuous practice.

Why this moment matters

We are at an inflexion point.

AI is simultaneously reshaping what is possible in cloud architecture and digital delivery. FinOps tooling is becoming more powerful, more automated — and simultaneously more complex to govern. The organisations that will outperform their peers in the next five years will not simply be the ones with the largest cloud budgets or the most AI tools. They will be the ones who manage their technology value with precision, and their delivery culture with intention.

That intersection — where Agile execution, AI adoption and cloud cost governance converge — is where programmes either compound in value or quietly collapse.

That is exactly where I work.

The background behind the thinking

My career did not follow a straight line, and that is precisely why this work is possible.

I started as a Financial Assistant and Equity Research Analyst. I was working at Lehman Brothers when it collapsed in 2008 — an experience that sharpened my understanding of systemic risk, organisational fragility and the cost of misaligned incentives in ways no textbook could.

I moved into technology delivery and never looked back. Over the next fifteen years, I trained as a Scrum Master, became a SAFe Certified Program Consultant (SPC) and Release Train Engineer (RTE), qualified as an AWS Solutions Architect, and worked with IBM Apptio on Cloud FinOps — accumulating a set of credentials that sit at an unusual intersection: someone who understands both the sprint board and the finance board.

My recent programmes include leading Agile delivery for HMRC's Alcohol Duty Reform and Pensions Administrator reforms at Accenture, and developing an organisation-wide digital accessibility framework at OFGEM — a programme that brought together WCAG compliance, delivery governance and cultural change in equal measure.

I hold an MSc in Financial Economics, an MBA, and a Higher Diploma in Software Engineering. I am currently reading The Prepared Leader by Erika H. James and Lynn Perry Wooten.

PivortalHub

PivortalHub is where I think out loud.

Every article, insight and framework published here is drawn from lived delivery experience — not theory. My goal is to give practitioners, delivery leaders and senior executives the honest, practitioner-led thinking they need to make better decisions at the intersection of Agile, AI and FinOps.

No vendor agenda. No recycled frameworks. Just what actually works — and what quietly doesn't.

If your organisation is navigating this, PivotalHub, I would like to hear from you.

Issouf Jilany — Senior Delivery Leader · SAFe SPC · SAFe RTE · AWS Solutions Architect · Founder, PivortalHub