AI & Tech Landscape

Future of AI: Waste, Recycling and the Next Quiet Revolution

Today, AI is the worst it will ever be. And even at its “worst”, it’s already reshaping how we work, compete and survive. The real question for Waste and Recycling organisations isn’t if AI will matter, but what kind of future we’re sleepwalking into.

From Systems to Teammates

Right now, most ERP (Enterprise Resource Planning) systems behave like oversized filing cabinets – they contain huge amounts of data but yield limited knowledge and very little intelligence. The future is very different: agentic AI – systems that don’t just store data, but act on it.

Think about what’s coming:

• AI agents that treat contracts, routes, prices and compliance rules as a living system, constantly adjusting recommendations.
• ERP that feels less like databases and more like digital colleagues – watching, interpreting, nudging, escalating.
• Planners, finance teams and operations managers working with AI, not just on top of it.

Will they be perfect? No. They’ll be probably approximately correct – but that’s enough when you’re making hundreds of small, data-driven decisions every day.

The Rise of Invisible AI

The sector will keep investing in the visible stuff: robots on sortation belts, cameras on vehicles, clever safety systems. They’re important, and visually exciting, currently.

But the future advantage sits with invisible AI:

• Algorithms constantly tuning your business model in the background.
• Systems quietly spotting where money is leaking, risk is building or customers are drifting away.
• Processes that “self-heal” because the AI learns where humans keep overriding the system – and adapts.

This kind of AI won’t be advertised on the side of a truck. It will simply make some companies consistently sharper, faster and more resilient than others. From the outside, it just looks like they “run a tight ship”. Under the surface, there’s a lot more going on.

Governance: The New Competitive Edge

As AI becomes more active, governance will become a hard differentiator.

Regulators, partners and customers will all ask variations of the same questions:

• What is your AI allowed to do?
• How do you oversee it?
• How do people challenge or override it?

The businesses that thrive will be those that can answer those questions clearly. Not with a thumbs-up, but with evidence, audit trails and sensible boundaries. The clever bit won’t just be having AI; it will be proving that it’s trustworthy.

People in the Loop, Not Out of the Loop

Looking ahead, job titles might not change overnight, but what those jobs feel like certainly will.

• Planners become more like scenario designers and exception handlers.
• Finance and back-office teams become stewards of data and process quality.
• Operations leaders become translators between business reality and AI behaviour.

AI will strip out a lot of drudgery, but it won’t replace judgement, negotiation, or common sense. The future belongs to organisations that treat AI not as a headcount reduction tool, but as a force multiplier for the people they already have.

Choosing Your Future

At some point, every serious operator in waste and recycling will push AI deep into their transactional and back-office processes. The only real choice is when, and how intentionally it happens.

One thing is definite: you will move further down this path. The alternative is a slow, quiet decline – the Nokia, Blockbuster, Kodak route – while others learn faster, decide faster, and adapt faster.

The visible AI on belts and vehicles will keep getting the attention. But the future of the sector will be decided by the invisible AI in your ERP and core processes: the algorithms you barely see, but feel in every margin, every audit, every customer relationship.

And remember, today, AI is the worst it will ever be. If it already feels this powerful at its worst, it’s worth asking – where do you want to be when it gets better?

Jason Fazackerley – CEO Tegos Systems Ltd.