Building energy fault localization service

Turn consumption anomalies into actionable professional investigation

Confirm the buyer's problem and scope, collect authorized submeter data and engineer-provided asset topology, then follow this sequence: 1. Locate correlated deviations. 2. Compare operating contexts. 3. Prepare technician investigation priorities. Resolve uncertain cases with qualified reviewers, approve engineer-reviewed energy fault investigation brief, and measure verified metered savings minus investigation and repair cost against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. No automatic building controls or safety-critical diagnosis. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Verify property facts and scope assumptions. Clearly label visual alterations. Professional reviewers retain responsibility for contracts, engineering and legal interpretations. No automatic building controls or safety-critical diagnosis. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: No automatic building controls or safety-critical diagnosis. Implement one approved input format, a bounded representative case set and the first two task modules: locate correlated deviations; compare operating contexts. Support the third module with operator review: prepare technician investigation priorities. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Property records, construction documents, project photos and supplier quotes. Permitted feeds, published document sources, email digests and internal briefing channels. Verify collection rights and source reliability before selling coverage commitments. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Permitted sources and watchlist, Dated change evidence, Reviewed alert and action history. Use a watchlist with source health and last-checked dates, a chronological change feed, and a reviewable briefing editor. Display original evidence beside each alert. Let users mute irrelevant topics and record whether a change led to action. Make the task-specific outcome engineer-reviewed energy fault investigation brief visible beside its evidence, review state and value baseline.