Owners hoard processes — AI captures, maps, and turns them into SOPs

Executive Summary

Many small-business owners and frontline experts effectively hoard processes—critical how-to knowledge lives in heads, handwritten notes, and ad‑hoc videos, which makes onboarding slow, error rates high, and scaling operations difficult. This problem is pervasive across roughly 30 million small businesses, implying a $12.0B addressable market at an average $400 ACV. A practical product would combine ASR and LLMs to capture live or recorded work (video, calls, screen share), auto-extract step-by-step procedures, map them into searchable SOPs and flowcharts, and expose actionability via integrations with Zapier/Make or low‑code automation. Key features should include human-in-the-loop validation, versioning and role‑based approvals, verticalized templates, and export formats for HR and operations to support a $400 ACV target. Timing is favorable: mature LLMs/ASR lower capture costs, async-first remote work increases demand for documented playbooks, and composable workflow platforms make SOPs actionable, which is reflected in a high market score (92/100) and solid revenue potential (80/100). To stand out you must deliver superior capture accuracy and provenance (edit histories, easy correction), ship templates for the highest-frequency SMB processes, and pursue low-friction distribution through partners like payroll/HR vendors and POS providers. This idea is worth pursuing if the team can solve the capture/validation UX, keep CAC low through partnerships, and lock down privacy/security; otherwise the large $12B opportunity risks being undermined by high churn and slow adoption despite medium competition.