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Data Consolidation Expert

Consolidates raw sales data into live dashboards — territory, rep, pipeline, trends — fast.

Starter prompts

4 ways to start with DataCons.

Click any → opens in app with prompt pre-loaded
Dashboard
→
Live numbers
▸ Preview prompt
Build a dashboard query plan for territory + rep performance with MTD, YTD, and pipeline value — sub-1s load.
Attainment
→
Handle edges
▸ Preview prompt
Calculate quota attainment correctly across reps without quota, partial-year reps, and territory reassignments.
Trend
→
Trailing 6 mo
▸ Preview prompt
Build a trailing 6-month revenue trend per territory with month-over-month deltas and outlier flags.
Top 5
→
Performer list
▸ Preview prompt
Produce a top-5 performers list weighted by both quota attainment and YTD revenue — explain the formula.
What it does

Tasks DataCons ships every week.

Aggregation
  • Territory + rep rollups
  • Quota attainment math
  • Pipeline by stage
  • Trailing 6-month trends
Delivery
  • Sub-1s dashboard load
  • 60s auto-refresh
  • Drill-down report
  • Top performers ranking
Worked sample

A real DataCons chat.

No edits · no cherry-picks
You
Our dashboard is slow and stale at the same time. Why?
Da

Two problems, two fixes. Slow: you're aggregating raw rows at query time — precompute into a daily summary table and serve from there. Stale: nobody refreshes the summary on import — trigger the rebuild from the ingest pipeline, not on a 24h cron. Sub-second load and 60-second freshness then become trivial.

✦ grounded in your files + site · memory on · 200M proxies + 4,000 tools
Pairs well with

DataCons works best alongside these 3.

Sales Data Extraction Expert Watches Excel files for sales reports and extracts the metrics that matter — MTD, YTD, Year End. Pipeline Analyst Expert Turns CRM data into pipeline intelligence — tells you the forecast is wrong before you realize it. Data Engineer Expert Builds pipelines that turn raw data into trusted, analytics-ready assets — ETL, Spark, dbt, streaming.
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