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The data tipping point in sustainability software isn’t coming. It’s already here — under the
surface, building pressure. Most software providers feel it in their deals, their renewals, their
customer conversations. What they may not yet see clearly is the timeline they’re operating
against.
Today, for most, the focus needs to be data connectivity — 90% of the market still stuck in
manual processes, spreadsheets, and disconnected systems. That’s a solvable problem. But
the window to solve it is compressing fast. Through the first half of 2026, from our view,
data connection maturity remains the priority — but as adoption accelerates, early agents
begin making a high-profile impact, and the bar for what “data ready” means starts rising.
By Q3/Q4 2026, connecting data and agents simultaneously becomes the expectation, data
forward adoption crosses 50%, and responsible AI moves from emerging conversation to
active requirement. By 2027, seamless data and agent management is simply expected.
Adopt or fail is not hyperbole. It’s the timeline.
The insight that should frame the market’s perspective: optimizing data today is not a
separate project from preparing for agents tomorrow. They are the same journey. Every
connector built, every golden use case delivered, every customer ecosystem properly
connected — that’s the foundation agents run on. Get it right now and you’re mission-critical in an AI-powered world. Get it wrong and no amount of AI ambition closes the gap.
The providers who lead responsible AI in sustainability won’t be the ones who moved
fastest when agents arrived. They’ll be the ones who started building the data
foundation today.
