Consultants Embrace AI-Native Full-Stack Consulting Model
In a recent podcast episode, Steve Cunningham — former agency owner and ReadItForMe founder — describes how generative AI disrupted his business and forced a reinvention of consulting workflows. He outlines the AI-native full-stack consultant model, stressing context engineering, reusable structured context, and factory-style delivery. Cunningham argues agencies must adopt HTML/structured deliverables and standardized QA to scale hyper-personalization and remain competitive.
Key Points
- 1Shows AI replacing entire work categories, completing hours-long tasks in minutes or seconds
- 2Highlights context engineering as the decisive advantage enabling AI to reach expert-level performance
- 3Recommends agencies adopt factory-style workflows and HTML-first deliverables to serve both humans and AI
Scoring Rationale
Practical, actionable guidance and clear tactical recommendations increase impact; single-source podcast format and anecdotal evidence limit broader validation.
Sources
Public references used for this report.
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