ai Opportunity Audit

What it does

This skill automates the creation of professional AI Opportunity Audits, transforming structured discovery data into agency-ready consulting deliverables. It takes business inputs—such as workflows, pain points, and existing tech stacks—and generates a ranked recommendation map, a staged 30/60/90-day roadmap, and detailed risk assessments.

Why use this skill

For agencies and consultants, manual discovery analysis is time-consuming and prone to inconsistency. This skill provides a deterministic, evidence-backed framework that ensures every recommendation is tied directly to client-provided data. It helps you move from "initial chat" to "professional proposal" in seconds, maintaining high standards for technical feasibility and business impact without the fluff of generic AI advice.

Supported tools & outputs

• Frameworks: Compatible with Python/PowerShell automation environments.
• Formats: Produces both Markdown (for client presentation) and JSON (for CRM or internal tool ingestion).
• Structure: Follows a strict output contract including executive summaries, prioritized opportunity scoring (impact/effort/readiness), and tooling notes.

By using an evidence-based scoring logic tailored to real-world business workflows like CRM hygiene and lead intake, this skill ensures your advisory services are practical, grounded, and ready for implementation.