Product
AI for Client Onboarding: A $42,000 Unit Economics Case Study
I replaced a three-person manual onboarding team with a multi-agent AI system. Here is the unit economics breakdown, token cost analysis, and technical blueprint.
Automate client reporting with AI: A unit economics breakdown
Stop paying account managers to copy-paste CSVs. Learn the multi-stage pipeline for automated, accurate client reporting with AI.
AI Tools to Replace a Contractor: The Unit Economics of Firing Yourself
Stop paying $60/hour for tasks a $20/month subscription can handle. Here is the math on switching to AI for dev, design, and ops.
Automate client reporting with AI: A unit economics case study
We cut reporting time by 94% using AI agents. Here is the data on why our first attempt failed and how we fixed the unit economics.
Measuring AI Content ROI: Why Your $0.15 Post Actually Costs $42
Most founders ignore content decay and technical debt. Here is the Maintenance Adjusted ROI model for AI content and the real cost of generic output.
How to Spot AI Generated Content: A Teardown of the Semantic Seam
Identifying synthetic text requires looking past linguistic patterns to find the structural gaps where original thought should be.
How to build a content calendar with AI: A unit economics approach
Stop guessing what to write. Learn how to build a content calendar with AI that maps directly to MRR and lowers your CAC.
AI meeting summaries that are actually useful: A decision-first approach
Stop settling for chronological recaps. Learn how to turn meeting noise into a decision-first knowledge engine using custom system prompts.
Solo Founder AI Stack: A Teardown of the $0.15 Reliability Architecture
Ditch the vibes-based development. Here is the technical architecture solo founders need to build reliable, compliant, and profitable AI products in 2026.