How AI Gives Delivery Leaders More Time for Critical Thinking and Better Outcomes
Earlier in my career, I could feel overwhelmed and demotivated by what seemed like an endless stream of admin tasks.
Years later, despite all the advances in technology and ways of working, I still see organisations overwhelming Project Managers, Delivery Leads, Product Owners and Scrum Masters with admin work, then wondering why risks emerge late, teams feel burned out, and delivery progress is slow.
These are some of the frustrations I've heard a lot throughout my career, and experienced myself:
As a Project Manager or Delivery Lead, I've felt like everyone's personal assistant - taking meeting minutes, chasing updates, and following up on actions instead of helping teams solve meaningful delivery challenges.
As a Head of Delivery in technology consultancies, I've spent countless hours juggling complex resourcing plans across multiple clients, countries, time zones, budgets and delivery teams.
As a Senior Leader, I've repeatedly found myself reminding executives and delivery teams that meeting fatigue is quietly destroying productivity, focus and morale for the very people we rely on to deliver value.
What we end up with are Delivery teams with no actual thinking time.
Time to identify risks before they become issues.
Time to solve complex problems.
Time to coach teams.
Time to focus on quality.
Time to focus on work that actually creates value.
AI isn't valuable because it helps us produce more reports.
AI is valuable because it can remove some of the ‘busy work’ that prevents people from doing their best thinking.
Why experienced delivery professionals matter
Most organisations don't hire experienced Delivery Leaders because they're great at writing meeting minutes.
They hire them because they can:
Identify risks before they become issues
Challenge assumptions
Facilitate difficult conversations
Align stakeholders
Coach teams through change
Spot patterns others miss
Make sound decisions under pressure
Yet many spend their days trapped in a cycle of:
Meeting notes
Status reports
Steering committee reports
Action trackers
Governance documentation
Resource updates
Progress reporting
Important activities? Sometimes.
The best use of highly experienced talent? Absolutely not.
Make it stand out
Whatever it is, the way you tell your story online can make all the difference.
The Real ROI of AI Is Better Thinking.
What could your people do if they spent less time creating documentation and more time thinking?
Imagine a Delivery Lead who spends half a day preparing a monthly update for senior stakeholders.
AI can help generate a first draft in minutes.
The real value isn't the report.
The value is what the Delivery Lead does with the additional time:
Reviewing emerging delivery risks
Working with Product Managers on prioritisation
Supporting struggling teams
Facilitating stakeholder alignment
Improving customer outcomes
Future proofing ways of working
That's where experience creates value.
A recent example
While working with a GCC banking client recently, I used AI to analyse workshop outputs, to review data from feedback forms, to identify recurring themes and generate an initial draft of recommendations.
The technology accelerated my work.
My experience determined what mattered for this client.
AI helped me process information faster.
It didn't understand the organisational politics of the bank.
It didn't know which recommendations would succeed within the culture.
It couldn't distinguish between symptoms and root causes.
That required context, judgement and experience.
The same applies across delivery, product and transformation roles.
Final Thought
Let AI handle the admin. Allow Delivery Leaders more breathing space to solve the REAL problems.
For years we've talked about innovation, experimentation and creating space for teams to think differently.
Yet many organisations continue to consume their best people's time with low-value work.
AI gives us an opportunity to change that.
Not by removing people from the process.
The organisations that benefit most from AI won't necessarily be those with the best tools.
They'll be the ones that use those tools to create more space for critical thinking, complex problem solving, creativity, innovation and decision-making.
Your PM doesn't need more reports.
They need more time to think.
A Little Disclaimer:
Whilst Chat GPT and other AI tools are amazing resources, they cannot replace experience or the passions and inspirations which fuel our professional lives. Any data and trends I have included have been substantiated via the sources I provide. The insights given in this article are based on my +23 years professional experience, my +11 years in senior leadership roles in The UAE and UK, and my own wide-ranging research. If this article has resonated with you please feel free to comment and share, feedback is always welcome and appreciated.