Fragmentation is the constraint

Projects are dying at the gates outside the design tool. The bigger the solar tech stack gets, the harder it becomes to trust the data moving through it.

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The bottlenecks have rotated toward data

67%
lack a single source of truth
57%
struggle with data transfer between tools
55%
face software compatibility issues
51%
still cite manual data entry
8
tools are used per project, on average
63%
lack standardized processes
62%
tools cannot be customized
Technology drive

AI landed on top of the stack, not in place of it

Against that backdrop, this year's fastest-moving number takes on a different meaning.

41%

of professionals now use AI assistants

vs 2.4% in 2025

The tool estate explains why

Solar project development tech stack fragmentation tells us where all that friction comes from.

The Story Continues

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