Managing Field Operations at Scale

In practice, field data collection remains manual and dependent on individual field agents submitting records through disconnected tools, creating coordination gaps across subcontractors and locations:

• Field agents across 10 subcontractors capture data independently with no shared structure or access control.
• Records collected offline in low-connectivity areas are not reconciled.
• Installation hardware panels and inverters are logged separately from the customer record, making traceability difficult.
• Government report compilation requires manually consolidating records from multiple sources, consuming 5 working days per cycle.

As a result, data gaps surface at reporting time rather than at point of capture, leading to reconciliation delays, submission errors, and incomplete audit trails under scheme-mandated timelines.

When data capture is not tied to a structured record from the start, every downstream step (reporting, compliance, inventory reconciliation) becomes a reconstruction effort rather than a retrieval.

• Disconnected capture: Survey, feasibility, and installation data are recorded in separate formats with no common anchor to the customer record.
• No subcontractor isolation: Each subcontractor's agents can view or duplicate records outside their assigned scope, creating data integrity risks.
• Offline not accounted for: Field teams working in low-connectivity areas either delay submission or skip it, reducing capture rates to around 60%.

Addressing this requires connecting every field action (survey, assessment, installation) to a single structured customer record at the point of capture, with access scoped to each subcontractor's assigned locations.