The case for ground truth, in the numbers
Independent, data-driven analyses of how on-site measurement de-risks solar — across Europe, the US, India and Africa. Published on Medium; the highlights are below.
Eight reads on de-risking solar

Accelerating the Energy Transition: A Comprehensive Analysis of Ground-Truth Data Validation as the Catalyst for Solar Deployment Velocity
How an empirical validation layer removes the trust friction that slows solar deployment — and the unit economics behind it.

From Energy Risk to Bankable Asset: A Quantitative Impact Analysis of SriWatt in African Markets
Turning energy unreliability into a financeable, resilient asset across African industrial solar.

The 1,540 Gigawatt Challenge: How One Platform Aims to Erase 100 Million Tons of CO2
The scale of solar deployment it takes to avoid 100 MtCO₂e a year — and the role of ground-truth validation.
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Figures from the published analyses. Pilot details are kept non-specific under a partner confidentiality agreement.

The Election for the Future of Our Planet!
A founder’s case for closing solar’s confidence gap with measured, bankable data.

Ground Truth Vs Good Enough: An Analysis of Simulation Accuracy and the Validation Layer Opportunity in the Global Solar Sector
Why simulation-only yield forecasts fall short, and exactly where an on-site validation layer fits.

A Quantitative Impact Analysis of the SriWatt Platform for the European Solar Market
How ground-truth site data cuts pre-sales costs 75–90% and accelerates the EU solar sales cycle.

SriWatt US Market Quantification
Quantifying the impact on US soft costs, customer acquisition, and post-contract cancellations.

Quantifying the Impact of SriWatt: An Independent Analysis of Cost, Speed, and Risk in the Indian Solar Market
An independent analysis of cost, speed, and risk for EPCs across the Indian solar market.
Read the full library on Medium
New analyses are published to the SriWatt reading list. Follow along, or put the data to work on your own sites.