What we publish, and why
How the engines work and what they refuse to guess, plus our analyses of what ground-truth measurement is worth — across Europe, the US, India and Africa.
How the engines work
The yield model, the structure engine and the site canvas — what each computes, what it assumes, and the four things it refuses to answer rather than guess.
Developer API reference
Projects, SRI files, webhooks and the token model — the REST surface, its costs per call, and what each endpoint will and will not accept.
8 reads on de-risking solar
Published on Medium. Each one is a full analysis rather than a summary — figures, method and the limits of what the data supports.

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.

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.