Start with repeated work that already has judgment rules
Good first workflows usually happen every day or every week, rely on written context, and already have informal acceptance criteria. Examples include customer response drafts, operational status summaries, reporting narratives, document classification, support triage, and migration runbook review.
Use a simple scoring model
- Frequency: the task happens often enough that improvement matters.
- Context access: the required documents, records, and examples can be made available safely.
- Evaluation: the team can define what a good output looks like before deployment.
- Review: a person can approve or correct the output before it changes a customer, system, or financial record.
- Operational fit: the workflow can live inside existing tools instead of creating a separate side process.
What Datrick builds
Datrick helps teams map the workflow, prepare the data context, design Claude prompts and tool access, define evaluation criteria, create review steps, and connect the automation to reporting or operational systems.