Specialist intelligence. Evidence for the next decision.
Bring telemetry, alerts and maintenance history into the same investigation. Gen318 combines specialist analysis with Ask, an operator workspace that helps you follow the evidence and prepare a response for approval.
Freeze the site evidence snapshot. Record source age, trust and delivery coverage.
Load available weather context for the investigation period.
Assess battery and inverter indicators with model confidence and missing inputs.
Bring the demand forecast into the same site investigation.
Rank findings using the supported operating context. Route uncertain evidence for review.
Preserve results and evidence. Optional grounded synthesis explains the findings; no equipment action is shown.
Each one reads different instruments.
Each specialist reads a different part of the operating record: asset condition, demand, weather or reporting evidence. Together, they help explain which finding deserves attention and what supports it.
Battery Health
PHYSICS FIRST- Reads
- Charge cycles, impedance, cell temps
- Calls
- Degradation vs expected · remaining useful life
Confidence depends on available evidence
Inverter Diagnostics
FAULT INDICATORS- Reads
- Voltage / current signatures, efficiency curves
- Calls
- Fault indicators and risk estimates
Investigation, not a guaranteed failure date
Demand Forecast
FORECAST MODELS- Reads
- Load history, weather, market calendars
- Calls
- Hourly → monthly load, with confidence bands
Context and history shape the forecast
Dispatch Planning
ADVISORY- Reads
- Forecasts, tariffs, fuel price, battery state
- Calls
- A generation plan for review
Measured against the approved site baseline
Compliance
REPORTING- Reads
- Uptime, power quality, connections, milestones
- Calls
- Reviewable programme evidence
Review before export and submission
Weather
NASA POWER + LOCAL MET- Reads
- Irradiance, dust, rain, heat forecasts
- Calls
- Irradiance and weather context
Weather context for inspection and dispatch planning
Evaluate the prediction against the field finding.
Match eligible predictions to recorded field findings to assess how well the model performed. Keep the inspection result, observation window and evidence gaps with the evaluation.
Physics and statistical models provide the starting point. Learned models need sufficient evidence and controlled deployment. The example shows how findings enter evaluation; model improvement must be measured.
Compare the prediction with the field evidence.
Example—not measured model performance.
- 01 · Prediction
An equipment-risk finding
Keep the prediction and its supporting inputs.
- 02 · Field finding
A recorded inspection
Distinguish technician-reported findings from measured observations.
- 03 · Evaluation
A comparison where supported
Match eligible evidence. Missing or inconclusive evidence cannot establish success.
The edge collects. The cloud connects context.
Commissioned edge nodes collect and analyse locally. Cloud services assemble site evidence and support investigation, reporting and model evaluation. Connectivity loss makes remote views stale; power, storage and configuration still matter.
- Local inferenceconfigured models analyse site readings
- Local dispatch planningphysical control has separate enablement and safety checks
- Persistent bufferretry queued readings with priority synchronisation
- Interrupted linkspower, storage and commissioning still matter
- Specialist analysissite evidence, health, demand and weather
- Evidence snapshotsretain inputs and results for review
- Model evaluationeligible findings can be matched to predictions
- Controlled rolloutmodels and actions have distinct deployment controls
Ask the fleet why. It shows its work.
Investigate a site issue with telemetry, alerts and maintenance history in one console workspace. Follow the supporting records and prepare a response for approval. Ask is optional and uses controlled, permissioned tools.
Inspect a real Ask investigation →- Investigate with source records, coverage and freshness
- Prepare a proposed response for authorised review
- Check related alerts and work orders in the same investigation
- Identify missing evidence before committing to a response
Operator task · Riverside Industrial Solar
Review the completed source-data assessment and open inspection before preparing another visit.
Recorded Ask answer
The completed source-data review for the inverter found that the cause of the interruption remains undetermined, and recommends ongoing monitoring [WO:2649]. The outstanding item is to investigate the inverter’s output interruption, which is still open [WO:7809]. The saved proposal asks the operator to review the completed source-data assessment, check the inverter’s source readings, and confirm the cause before any repair is advised [WO:7809].
Create a medium work order at Riverside Industrial Solar: Carry out inverter inspection: reconcile open work order and confirm cause before any repair
EXPIRED · NOT APPROVEDSelected answer and proposal from separate turns of the same investigation, captured 8 September 2026. The proposal expired without approval; its accompanying answer was withheld by the grounding gate.
Inspect the captures and source record →Keep the decision chain intact.
Move from an investigation to a plan, then coordinate the response across the fleet. Keep the assumptions, approval and subsequent findings with each decision.
Review the plan before changing the operation.
Compare dispatch options using demand, weather, battery and genset constraints before approving a plan. Inspect the assumptions behind each recommendation; equipment execution follows its own enablement and safety checks.
Fleet coordination. Information from each site supports a shared operating view.
Connect the evidence across sites.
Compare site issues in a shared fleet view and coordinate the next response. Each site retains its operating context and permissions; the diagram shows information flowing into that view.
An approved proposal is not a hardware outcome.
Ask records an approved dispatch override. Equipment control follows a separate execution path with its own enablement and safety checks. Authorised operators review actions; the record must still show execution and subsequent observations separately.
Follow the issue through the response.
Related equipment alerts are grouped for investigation.
Review the evidence and proposed response. Commands and approvals remain distinct.
Coordinate the work order and retain the technician's recorded findings.
Assess attached records. Missing evidence remains visible.
Where enabled, review post-repair findings separately from field completion. Human review is not independent certification.
Follow detection, review, assignment and observed findings in one record. This is not an autonomous response or a measured resolution time.
Reviewable briefs
Prepare operating summaries from evidence bundles. Optional language-model assistance does not replace the underlying records or review.
Evidence packages
Keep field claims and attachments with their evidence assessment. Package integrity and evidence quality answer different questions.
Post-repair review
Where enabled, review the observed repair findings alongside the supervisor’s assessment. Keep successful, unsuccessful and inconclusive outcomes distinct.
Availability: Ask, AI actions, Operations Desk, post-repair verification and attestations must be switched on for your organisation and available to your role. Record integrity, repair findings and supervisor review are separate checks—not independent certification.
Review the issue with its evidence basis.
Rank issues using the supported impact basis and evidence available. Missing prices stay unpriced. Illustrations show how to read the context; they do not establish customer outcomes or universal financial rankings.
Review the generation plan against demand, weather and site constraints.
DISPATCHAssess a battery health finding with its evidence and uncertainty.
BATTERYResolve missing readings before interpreting a reporting period.
COVERAGEInspect the recorded cause and post-repair findings where available.
FIELDGeneration trend · not measured savings
Bring one site question to the demo.
We follow up to arrange a demonstration of investigation, supporting records and review.