These are design examples, not claims of deployments or measured outcomes at my employer. Each pattern needs a defined owner, an evaluation set and a human review step before wider use.
1. Draft an executive narrative from reviewed tables
Provide a metric dictionary, reconciled variances and source references. Ask for a draft that separates observed changes from possible explanations. Have an analyst check every number and causal statement before it reaches a management deck.
2. Review a proposed query with a qualified SQL author
A proposed SQL query can be a discussion aid for an analyst who can validate joins, filters and aggregation. Jason can read SQL but does not currently write it. Treat this example as a workflow design, not evidence of personal SQL coding proficiency.
3. Explain a controlled scenario calculation
Keep calculations and assumptions in a versioned model. Let the language model explain the inputs and outputs, with links to the calculation. Label hypothetical inputs and avoid presenting a simulated change as an observed business result.
4. Draft documentation from a recorded change
Compare an approved schema or metric definition with a proposed update. Generate a suggested documentation patch and route it to the owner. Keep the source change, proposed text and review decision together.
5. Practice with a coaching workflow
Use synthetic or approved training material and a clear rubric. Review coaching feedback for accuracy and usefulness. Jason's Smart Training project is a text-first sales roleplay MVP with buyer simulation, coaching and persisted transcripts; its voice lab is experimental.
Measure before making an outcome claim
Record task completion, correction rates and preparation time before and during a pilot. Define the unit of work and observation period. Report observed results with their limitations; a planned rollout or tool dependency cannot establish adoption, savings or production readiness.
See the project portfolio for the scope and maturity of the individual research systems, workflows and prototypes.