Decision Memo: The Plant Does Not Need More Data. It Needs Better Decisions.
The strategic commitment test for industrial suppliers moving beyond connected products
Tuesday’s article made the case that the plant does not need more data. It needs better decisions.
Visibility is not the value proposition
Industrial IoT strategies usually start from a real advantage: an installed base, customer relationships built over years, physical assets already generating data, and technical knowledge that software startups cannot easily replicate. That combination should be difficult to waste.
Then the strategy drifts.
Devices get connected. Data gets collected. Dashboards get built. Diagnostics become visible remotely. The company calls the result a platform and expects recurring revenue to follow.
A connected product business does not become a decision business because customers can see more.
The false signal is technical progress: devices connected, data flowing, predictive scores on a screen, pilots declared successful. The real signal is changed action: a maintenance planner who acts earlier, a technician who visits the right asset, a shutdown avoided, an unnecessary intervention canceled.
The evidence says this gap is structural, not a timing problem. McKinsey’s 2018 industrial survey found that nearly 70% of executives said their IoT initiatives were stuck in pilot purgatory, unable to reach company-wide scale, with only 15% of initiatives moving to scale within the first year. By 2025, BCG’s research across 1,250 global enterprises found that 60% of companies were generating hardly any material value from their AI and digital investments, with only 5% achieving transformative impact at scale.
The strategic question is not whether to keep digitizing the installed base. That direction is already hard to reverse. The question is whether the company is prepared to move from reporting the condition of its own products to improving decisions across the customer’s operational workflow. That requires a different product, a different business model, and a different internal definition of what the company actually controls.
The Industrial Decision-Infrastructure Commitment Test
Use this before extending an industrial IoT platform, funding predictive features, or presenting connected services as a future recurring-revenue business.
