Clir Budget reconciliation with ChatGPT

Weather: resource −2.9 and temperature −0.8, so 3.7 points, under a fifth of the gap.
Grid and curtailment: utility −5.7 and curtailment −2.2, so 7.9 points.
Equipment: inverter −1.7 and DC subsystem −0.9, partly offset by AC subsystem +0.2, so 2.4 points.
Data: missing data −6.4.
Unreconciled: −1.8.

Clir's AI platform + ChatGPT

Budget reconciliation

Every quarter, compare actual production and losses against budget with full loss attribution. Every year, reforecast long-term yield from real operating data and industry benchmarks, so budgets rest on evidence rather than stale assumptions.

1Explore the dashboard. Hover or tap any figure in Clir.

Hover for exact values. Click to zoom in.

2Ask ChatGPT. Tap a prompt to try it.

Claude
Microsoft Copilot
Gemini
ChatGPT

Works with the assistant your team already uses

Illustrative demo: the assistant's answers are pre-written from the dashboard data shown and checked by Clir's experts. The Verify button is part of this demo only, to show the answer and the dashboard together; it isn't a button in Clir's platform. With Clir's AI Layer, your own assistant answers from your live Clir data through the Model Context Protocol (MCP). ChatGPT is a trademark of its owner.