A renewable developer told me recently: "We're growing fast through acquisitions. Some of the companies we buy might already have a time series platform. So should I invest in one now, or wait?"
It's a real dilemma. On paper, waiting seems cheaper. In practice, it creates blind spots that cost far more than the platform itself:
- When your forecasts look unreliable, offtakers price it in. A 2 to 5 €/MWh discount on a long-term PPA compounds into millions over the contract lifetime.
- Aggregators and service providers charge for uncertainty. Opaque imbalance costs, poorly monitored performance fees, deductions you can't challenge — that's 1 to 3% of annual revenues lost in costs that should be contestable.
- Every acquisition comes with its own data formats and naming conventions. Without a platform to consolidate them, your team spends weeks stitching datasets together by hand instead of running the business.
The hesitation to invest often costs far more than the platform itself.
When developers make the move
They unify scattered data into a single source of truth. They strengthen trust with investors, buyers, and service providers. They turn data from a liability into a growth lever.
The result is concrete: higher PPA prices, lower contract costs, faster integration of new acquisitions.
In renewables, the cost of bad data infrastructure isn't abstract. It shows up in every negotiation.
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