AI Task Audit

What parts of your job could AI help with? Describe your role or recurring tasks, the tools you use and the time each task takes. AI Task Audit by We Call Shotgun builds an opportunity map and a practical first-task plan.

Compare chat assistance, reusable prompts or skills, supervised agents and repeatable workflows. Get relevance, complexity, capability and risk scores for each task, plus an estimated time-saving range when you supply enough timing information. The calculation subtracts AI handling, human review, rework and maintenance. Missing information stays unknown.

The audit flags hallucination and accuracy risks. It never treats a suitability score as a model's accuracy rate. AI accuracy above 95% stays unproven unless the supplied task-level test evidence meets the stated rubric. Consequential decisions stay with people.

For an eligible task, receive a prompt, skill outline, agent brief or workflow specification matched to your approved tools. Ordinary rules are recommended when they solve the task without AI.

Work with generic task descriptions and aggregate estimates, so you don't need to send private documents or personal records. It plans work; it doesn't install integrations, execute automations, send messages or make employment decisions.

The scoring rubric is a WCS design informed by the public Teach Them to Drive framework and WCS articles. It isn't a validated prediction or a guarantee of savings. Completed audits include an optional WCS resources link.