Renewable Energy businesses in India, and what technology actually fixes

Solar and Wind Generation Forecasting Engine

The problem. Deviation penalties from DISCOM, forced curtailment, and settlement losses when actual generation diverges from day-ahead bids.

What we build. A domain-tuned forecasting model that ingests satellite met data, SCADA timestamps, and site-level inverter readings to produce hour-ahead and sub-hourly generation forecasts per asset cluster.

What changes. Tighter forecast bands, fewer penalty calls, and better scheduling confidence for intraday trading.

You probably need this if: You open your monthly settlement report and the deviation line item still stings — or your trading desk is second-guessing tomorrow's bid because the forecast looks off.

Delivered as Custom AI Build from ₹2,00,000 one-time

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Predictive Maintenance for Scattered Renewable Assets

The problem. Unplanned inverter or turbine failures across distant sites cause revenue loss that dwarfs the cost of a scheduled visit.

What we build. A multi-agent system that ingests SCADA time-series, alarm logs, and historical repair records to predict component-level failure windows and recommend maintenance windows before outage hits.

What changes. Shifted from calendar-based or reactive servicing to condition-based intervention — fewer surprise trips, better crew scheduling, longer asset life.

You probably need this if: Your O&M team still reacts to alarms instead of preventing them, and site visits keep getting rescheduled because the technician arrived too late or too early.

Delivered as Custom AI Build from ₹2,00,000 one-time

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Grid Dispatch and Compliance Automation

The problem. Manual compliance reporting, missed dispatch notifications, and delayed response to grid operator instructions risk penalties and audits.

What we build. Custom automations that pull dispatch instructions from the Load Dispatch Centre feeds, auto-populate compliance registers, flag anomalies against contractual limits, and route escalations to the right engineer.

What changes. Compliance tasks move from manual spreadsheets to triggered workflows with audit trails — faster response, cleaner records for regulators.

You probably need this if: Your compliance officer is manually collating dispatch logs every week and still worries about a missing signature before an inspection.

Delivered as Workflow Automation & AI Agents from ₹39,999 one-time

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SCADA Data Pipeline and Asset Data Foundation

The problem. Data lives in silos — inverter manufacturers, weather APIs, ERP, and SCADA systems all speak different formats, so no single view of plant performance exists.

What we build. Clean, reliable pipelines that normalize time-series from multiple inverter brands, weather stations, and grid feeds into a single warehouse with consistent timestamps and unit conventions.

What changes. Every dashboard, forecast model, and report pulls from the same ground-truth dataset instead of being argued over in weekly meetings.

You probably need this if: Your performance reports show three different numbers for the same plant's PR depending on which team generated the slide.

Delivered as Data Engineering & Warehouse Modernization from ₹1,25,000 one-time

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Multi-Site Asset Operations Dashboard

The problem. Plant managers and investors need a single view of generation, availability, O&M status, and financial metrics across dozens of scattered sites.

What we build. A purpose-built operations dashboard showing real-time and historical performance per site, alerting on underperformance vs. model, and rolling up O&M tickets with cost and downtime tracking.

What changes. Leadership sees the portfolio in one screen instead of fifteen email threads and six different logins.

You probably need this if: You spend more time collecting status updates from site engineers than acting on them.

Delivered as Custom Software Development from ₹79,999 one-time

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Forecasting Model Monitoring and Drift Detection

The problem. AI forecasting models silently degrade as weather patterns shift, panel soiling changes, or new inverters are commissioned — and nobody notices until penalty season.

What we build. Observability tailored for your forecasting pipelines: drift detection on prediction error distributions, automated retraining triggers, and explainability reports showing which features drove a forecast change.

What changes. You know when your model is lying to you before the DISCOM does.

You probably need this if: The forecast looked great last quarter and suddenly the error rate spiked with no clear operational change to explain it.

Delivered as LLMOps & AI Observability from ₹75,000 one-time

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AI Strategy for Renewable Operations

The problem. Multiple teams are buying point solutions — a drone vendor here, a forecasting tool there — with no shared data strategy or clear ROI case.

What we build. A costed roadmap assessing which AI applications deliver the highest return in your specific portfolio, what data gaps must close first, and a phased rollout plan that avoids vendor lock-in.

What changes. Decisions backed by a written assessment instead of vendor demos and gut feeling.

You probably need this if: Your board asked for an AI plan and everyone pointed at a different vendor brochure.

Delivered as AI Readiness Assessment & Strategy from ₹24,999 one-time

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How do I know if we need solar and wind generation forecasting engine?

You probably need this if You open your monthly settlement report and the deviation line item still stings — or your trading desk is second-guessing tomorrow's bid because the forecast looks off. Once it is running, tighter forecast bands, fewer penalty calls, and better scheduling confidence for intraday trading.

How do I know if we need predictive maintenance for scattered renewable assets?

You probably need this if Your O&M team still reacts to alarms instead of preventing them, and site visits keep getting rescheduled because the technician arrived too late or too early. Once it is running, shifted from calendar-based or reactive servicing to condition-based intervention — fewer surprise trips, better crew scheduling, longer asset life.

How do I know if we need grid dispatch and compliance automation?

You probably need this if Your compliance officer is manually collating dispatch logs every week and still worries about a missing signature before an inspection. Once it is running, compliance tasks move from manual spreadsheets to triggered workflows with audit trails — faster response, cleaner records for regulators.

How do I know if we need scada data pipeline and asset data foundation?

You probably need this if Your performance reports show three different numbers for the same plant's PR depending on which team generated the slide. Once it is running, every dashboard, forecast model, and report pulls from the same ground-truth dataset instead of being argued over in weekly meetings.

How do I know if we need multi-site asset operations dashboard?

You probably need this if You spend more time collecting status updates from site engineers than acting on them. Once it is running, leadership sees the portfolio in one screen instead of fifteen email threads and six different logins.

How do I know if we need forecasting model monitoring and drift detection?

You probably need this if The forecast looked great last quarter and suddenly the error rate spiked with no clear operational change to explain it. Once it is running, you know when your model is lying to you before the DISCOM does.