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A-05 Report Writer

One sentence, and raw Excel becomes a verified Word report in 5 minutes

Every period's health monitoring data has to be cleaned, analyzed, charted and written up. Now an employee says one sentence in the AI workbench, and the AI employee runs the whole flow with its stored skill pack.

Position
Smart Report Generator
Industry
Medical devices
Deployment
Workbench

Performance

From raw Excel to report draft
5 min 20 s
Cleaned and analyzed in one period (sample)
362 records
Numbers, figure references and definitions cross-checked item by item
Self-checked

This job, before and now

Before: done by people

  • After exporting raw Excel, people unify the naming of institutions and departments by hand
  • Counting anomalies, making charts and formatting Word are all manual
  • Numbers in the text and charts disagree, so everything needs rechecking

Now: AI employee

  • Upload the raw Excel and describe the need in natural language
  • The AI employee calls its skill pack: definition cleaning, statistics scripts and report template
  • Generates the Word report along with item-by-item validation results
  • New definition issues are written back to the skill pack, so it gets more accurate with use

Workflow

  1. 1

    Upload data

    Raw Excel + one sentence of requirements

  2. 2

    Clean definitions

    Unified mapping by confirmed rules

  3. 3

    Analyze and chart

    Anomalies, distributions, Top 10

  4. 4

    Draft and self-check

    Word report + validation results

The periodic grunt work of reporting becomes a reusable skill pack that any colleague can call with one sentence.

On the job

Real system screenshots. Click to view full size.

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