Reporting that does not eat the week
Stop scavenging spreadsheets every cycle. We build assistants and pipelines from agreed sources—summaries, exceptions, and cadence you own.
When reporting is the bottleneck
Usually a workflow issue: fragmented data, drifting definitions, manual last mile.
Common friction
Ops, finance, and customer teams see the same pattern.
Multi-source pulls
Exports, paste, reconcile—weekly.
Rebuilding recurring reports
Same structure, restarted from scratch each time.
Manual KPI narratives
Metrics exist in tools; commentary still typed by hand.
Leadership prep overload
Slides and commentary steal hours from improving the process.
Fragmented ownership
Nobody owns the pipeline end-to-end; gaps at handoffs.
Stale definitions
Metrics drift across teams — same name, different logic, no single source of truth.
Where AI helps
Anchor to definitions you trust and outputs you can audit—then accelerate drafts and exceptions.
Example
Weekly ops pack with less manual assembly
Distribution leadership needs weekly throughput, exceptions, delays, and staffing. Analysts used to merge three exports into spreadsheets and write Monday narratives through Tuesday. Now canonical metrics are defined once, joins validated, and a first-draft pack includes charts and commentary tied to the numbers. Threshold alerts fire mid-week—fewer surprises, fewer manual refreshes.
- Versioned metric definitions
- Draft generation with review gates
- Threshold alerts mid-cycle
What teams aim for
Faster clarity with less manual effort—without losing trust in the numbers.
Improve reporting without another spreadsheet marathon
Tell us what you report, where data lives, and what decisions depend on it.