ExcelDashboard AI Research
Building the Data Reporting Agent
Research notes on building reliable AI systems that turn business data into trustworthy, decision-ready reports.
Featured research
Research note 01
Reliable AI ReportingBuilding the Data Reporting Agent
Generating AI Reports Is Easy. Trusting Them Is Hard.
A polished report can still tell the wrong story. Notes from building ExcelDashboard AI on evidence, reasoning, and the gap between plausible explanations and reliable business reporting.
Yang Li
6 min read
Research note 01Reliable data reporting
Evidence pipeline
01DataSource
02EvidenceTraceable
03ReviewVerified
04ReportTrusted
Trust is built through traceable evidence and review.
Verified ✓Research archive
All research notes
Ongoing notes from the questions we encounter while building AI systems for business reporting.
From research to reporting
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