Automation fit check
Score a workflow by repetition, data quality, exception rate and consequence.
Lab bench
Agent permission planner
Map read, write, external and destructive tools to appropriate approval gates.
RAG architecture explorer
Compare retrieval patterns against corpus size, freshness and permission needs.
Workflow cost calculator
Estimate platform, inference, maintenance and human-review cost.
Deterministic preview
Automation fit check
Good candidates are repetitive, use structured inputs, tolerate explicit review, and carry limited consequence. High-exception or safety-critical work needs qualified human ownership.
4 / 5
Example only — a full interactive assessment is planned.