Decision support
Analysis
Accelerate reporting and pattern discovery without confusing generated interpretation with accountable judgment.
Analytical workflows can summarize data, detect patterns, and surface anomalies faster than manual review. They should support judgment rather than conceal assumptions or create false certainty.
Candidate workflows
- recurring report preparation
- anomaly and pattern detection
- document and research synthesis
- scenario and forecast support
Evidence to gather
Compare completeness, factual accuracy, reproducibility, analyst effort, missed signals, false positives, and the quality of decisions made with and without the output.
Staying in charge
Delegated: data preparation, summarization, pattern surfacing, and draft interpretation.
Monitored: source coverage, factual support, material omissions, unstable conclusions, and decision impact.
Accountable: the domain owner validates assumptions and evidence before consequential use; the decision-maker remains responsible for the decision.