BlogPage 15
Insights on team efficiency, management, and AI tools.
AI Training Week 6: Champions and Final Projects
Week 6 closes a 6-week corporate AI program with champion graduation and shipped final projects per role-track. The handover format that keeps adoption alive past the cohort.
AI Training Week 5: Risk and Responsible AI (Case-Based)
Week 5 of a 6-week corporate AI program turns to risk: a case-based session on Responsible AI using Klarna, Builder.ai, EU AI Act fines, and the shadow-AI problem.
AI Training Week 4: Agents + Hackathon (Without Code)
Week 4 of a 6-week corporate AI program: a no-code agents hackathon where every team ships one multi-step automation by Friday — built on the use cases from week 2.
AI Training Week 3: Tool Deep-Dive (Copilot/ChatGPT/Claude Lab)
Week 3 of a 6-week corporate AI program: a hands-on lab comparing Copilot, ChatGPT, and Claude on the use cases your team committed to in week 2.
AI Training Week 2: Use Cases by Role (Workshop Format)
Week 2 of a 6-week corporate AI program splits the cohort by role. A workshop format that produces a per-role use-case backlog by Friday — without consultants.
AI Training Week 1: Foundations and Prompt Basics (Script)
A founder-tested script for week 1 of a 6-week corporate AI program: what to teach, what to skip, and how to get every employee to ship a prompt by Friday.
Coca-Cola Generated 120,000 Videos With AI — Training Pattern
Coca-Cola publicly produced 120,000 AI-generated marketing videos in a year. The training pattern behind it and what an SMB owner can take from it.
AI Agents: When NOT to Deploy One (5 Hard Cases)
Most AI-agent failures are not technical. They are cases where the workflow should never have been agent-fied in the first place. Here are five workflows to leave alone — for now.
AI Agent vs RPA — When Each One Wins
RPA isn't dead — it's specialized. A practical guide for SMB owners on when classical RPA still beats AI agents, when AI agents win cleanly, and when to combine them.
AI Agent for Support Triage: 60-80% Deflection Pattern
Support triage is the most reliable first AI agent for SMBs. Here is the deflection pattern that consistently lands 60-80%, the escalation rule that protects CSAT, and the team setup that makes it stick.
AI Agent for Recurring Reporting: Saving 2-4 Hrs/Week
Weekly reports eat 2-4 hours per manager. Here's how to slot an AI agent into the recurring reporting cycle without losing the analytical judgment that makes the report worth reading.
AI agent prompt injection: how to defend in 2026
A founder's guide to prompt injection in 2026 — what it is, how attackers actually exploit AI agents, and the practical defenses that work for SMBs.
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