I’ve seen it in so many organisations, that growing pile of Should-Do projects gathering dust while teams scramble through endless To-Do lists under the pressure of everyday work. The story is always the same: “We’d love to explore that new product“, “We should really improve our staff on-boarding“, “We could really improve our end-user experience if only we …..“. The constraint? Never enough time, budget, or human intellectual capital.
Generative AI is about to hand you back some of that capacity (and capability) – what you do with it will determine whether you’re leading your market in the future or wondering what happened to your competitive edge.
What is it?
As organisations integrate Generative AI into their operations, they’re discovering there’s room to breathe. Network systems respond automatically to changing conditions without human intervention (see John Capobianco for someone who really gets it and Cisco‘s recent announcements – Cisco AI Investment Fund). Development teams ship features faster with AI-assisted coding (see René Fournier – AI in Software Development). Administrative mountains shrink as AI handles routine tasks.
This isn’t about replacing humans – it’s about freeing human intellect from the mundane (and frankly, the drudgery) so it can focus on the meaningful. When your team isn’t drowning in routine tasks, they can finally tackle those strategic initiatives that have been waiting in the wings. The question isn’t whether this capacity will emerge – it’s happening. The question is what organisations will do with it.
What does it mean from a business perspective?
The business implications are stark, and they fall into two camps: those who expand their horizons and those who contract their ambitions.
For Those Who Act – The ‘Should-Do List’ Camp
These organisations treat freed-up capacity as a competitive asset. They use GenAI not just to work faster, but to work smarter – investing the time saved into high-value, previously neglected priorities.
The Opportunity:
- Gain first-mover advantage in your market – While competitors debate AI adoption, you’re already reinvesting liberated capacity into customer experience and innovation.
- Strategic initiative acceleration – Finally tackle those Should-Do projects like market expansion, product development, or customer research that have been sitting on the back burner.
- Talent becomes strategic – Your people shift from task executors to strategic thinkers, making decisions that directly impact growth.
- Innovation velocity increases – Reduced administrative friction means faster experimentation, quicker pivots, and shorter time-to-market.
- Compound competitive effects – Early capacity gains fund further AI adoption, creating a virtuous cycle of efficiency and growth.
For Those Who Don’t – The ‘To-Do List’ Camp
These organisations treat freed-up capacity as cost to be cut. Rather than reinvest the gains, they look to maintain the status quo with fewer people, using GenAI purely as a tool for headcount reduction or task automation
The Risk:
- Competitive gap widens rapidly – Organisations that don’t capture this capacity and capability will fall behind as others accelerate.
- Talent exodus – Your best people will seek opportunities where they can do meaningful work, not just manage routine tasks – they will move to the ‘Should-Do’ list companies.
- Market position erosion – Failure to reinvest freed capacity into strategic initiatives means ceding ground to more agile competitors.
- Efficiency disadvantage – Competitors with AI-enhanced operations can operate at lower costs while delivering superior customer experiences.
What do I do with it?
The window for capitalising on this capacity liberation is narrow. Early movers will establish advantages that become increasingly difficult to overcome. Here’s your action plan:
- Map your AI adoption potential – Assess which routine tasks across your organisation could be AI-enhanced or automated within the next 6-12 months.
- Invest in AI literacy – Ensure your team can effectively collaborate with AI tools rather than fear them.
- Audit your Should-Do list – Identify strategic projects that have been delayed due to capacity constraints and prioritise based on competitive impact.
- Engage your teams – Ask employees what meaningful work they’d tackle if freed from administrative burdens – their answers may surprise you.
- Create innovation time – Establish formal processes for employees to pursue Should-Do projects using their liberated capacity.
- Benchmark competitor AI adoption – Understand how quickly your industry is moving and where you stand relative to early adopters.
- Measure capacity gains – Track time savings and redirect them toward strategic initiatives rather than letting them dissipate.
The organisations that thrive in the next decade won’t be those with the best AI tools – they’ll be the ones who best leverage the human capacity and capability that GenAI liberates. Your To-Do list will always be endless, but your Should-Do list holds your competitive future.
The capacity is coming whether you’re ready or not. The question is: will you use it to pull ahead, or watch others disappear into the distance?