The Practical AI Blog
Practical guidance on artificial intelligence — built for leaders, operators, and teams putting AI to work today. Insights, briefings, and frameworks from the Practical AI Institute Editorial Team.
Latest Articles
- The AI Stack Audit: Hidden Costs of Your AI Tools (2026)
- Most small businesses run five or more AI tools, and hidden costs — training time, API overages, integration debt — can double real spend. Run a quarterly stack audit: tie every tool to one metric, cut anything unmeasured in 90 days, consolidate overlaps first.
- The AI Repricing Playbook for Professional Services Firms (2026)
- When clients refuse to pay hourly for AI-assisted work, firms have three moves: fixed-fee repricing, outcome-based pricing, and an AI-disclosure policy. Firms that reprice within two quarters protect margin; firms that wait absorb 15-30% realization compression.
- Why Your AI Investment Isn't Working (And the 3-Step Fix No One Tells You)
- Why AI investments fail inside $10M–$100M enterprises — and the three-step operational fix: the Revenue-Drain Audit, the Process Teardown Protocol, and the Business Impact Dashboard.
- Do I Need a Chief AI Officer? The fCAIO vs. Full-Time CAIO Decision Framework
- The fCAIO vs. full-time CAIO decision for mid-market and PE-backed companies: cost comparison ($15K–$40K/month retainer vs. $450K+ base salary), deployment timelines, and the framework boards use.