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July 27, 2026
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WattWise
Energy Site Intelligence

Renewable suitability is a multi-factor problem — weather, land, grid, cost.
WattWise scores all of it, models the return, and tells you why.

Project Details

Deciding where to put a solar or wind installation means reconciling weather patterns, land profile, grid availability, terrain constraints and a financial model that changes with every assumption. Traditional tools require an analyst to hand-enter those assumptions, which makes the output as consistent as the analyst having a good day. WattWise automates the chain end to end. A GIS data layer performs land profile extraction and geospatial feature generation from satellite imagery.

Weather APIs and satellite data feed solar-radiation and wind-speed yield predictors that return uncertainty-aware estimates rather than false-precision point values. A CAPEX/OPEX engine builds site-specific cost models and payback calculations with sensitivity analysis. And a recommendation engine selects the best energy option by combining suitability scores with financial outcomes — then explains the choice with a full score breakdown, the evidence behind it, and the assumptions it rests on.

DELIVERABLES
GIS and satellite analysis Yield prediction models ROI engine Explainability layer
INDUSTRY
Energy & Infrastructure

Project Research

Explainability was the requirement that shaped the architecture. A recommendation to spend eight figures on a wind installation is not something anyone accepts from a black box.

Every output returns its "why": which factors drove the score, how sensitive the payback is to each assumption, and what would have to be true for the answer to change.

Project Results

WattWise automates 85% of the site evaluation workload and generates a full, explainable recommendation in under ten seconds — work that previously took an analyst days. Analyst effort dropped 40%, and every recommendation ships with a score breakdown that a stakeholder can interrogate.

VoiceDesk
Private Voice AI
View Project

VoiceDesk
Private Voice AI

DESCRIPTION
A voice assistant embedded inside an app and hosted entirely on the customer's own VM — navigate, search, trigger actions and fill forms by voice, with zero third-party inference.
DELIVERABLES
Self-hosted STT, Intent routing, Permission-gated actions, Multilingual support
INDUSTRY
Financial Services / Regulated Enterprise