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Articles
Actionable strategies for $500k+ operators building AI systems into their business.
No fluff. No hype. Every article answers a specific question and ends with something you can act on.
Agentic AI
AI Agent Testing: 10 Scenarios, CI Checks and Replay
Agents plan, call tools and act, so one-input, one-output tests miss most of what goes wrong. Here is a three-layer testing setup, a 10-scenario starting set, and the ten checks to run before launch.
AI Orchestration
Slack AI Workflows: A 90-Day Playbook for Founders
Slack AI workflows for $1M+ consulting and education founders. Diagnose one bottleneck, build a Claude Code prototype in 90 days, keep a human on the gate.
AI Orchestration
Six AI orchestration patterns and when to use each
Six patterns cover almost every multi-agent system you will build. Sequential, concurrent, group chat, handoff, magentic and loop. Here is when each one earns its place, what it costs you in tokens and latency, and the ten-minute check to run before you write any orchestration code.
AI Strategy
Score on 5 Factors: RPA vs AI Automation for Leaders
RPA follows steps. AI makes judgement calls. Most real processes need both. Score yours on five factors, then build the hybrid pattern that holds up once it is live.
Agentic AI
90 Day Human in the Loop Build for Product Teams
Build human in the loop workflows as an engineering project. A practical 90 day plan with workload math, reviewer UX rules, audit logging, and routing advice.
AI Implementation
How $1M+ Firms Build AI Process Documentation in 90 Days
Encoding your framework as decision rules, triggers and exceptions is what lets AI agents run your method. Here is the minimal set to document, and how to pilot it.
AI Implementation
AI Data Governance for Data Teams: 5 Steps in 90 Days
Five step plan for data and AI teams to turn policy into working controls in 90 days: charter, classify, control, monitor, improve.
AI Implementation
5 Step People First AI Change Management for $1M+ Founders
AI change management works when you fix the human side first. A 5 step roadmap for founder-led businesses past $1M: outcome before tool, sponsorship, guardrails, workflow redesign and enablement.
Agentic AI
AI QA Frameworks: Keep Quality as Agents Scale
How to build an AI QA framework in 90 days: one written standard, five trials per workflow, named review gates, and a decision ledger you can show a client.
AI Implementation
90 Days to an AI System Blueprint for Consultancies
An AI system blueprint turns your decision rules into a governed agent network and a working prototype in 90 days. The AI development roadmap, step by step.
Scaling With AI
AI capacity planning: map your IP to agent teams
AI capacity planning for founders: map your own IP into agent profiles, then run a focused 90 day pilot that cuts your hours and scales client delivery.
AI Readiness
AI automation audit: encode your judgment in 90 days
AI automation audit for founders: run a 5 domain diagnostic in one week, then ship working agent prototypes in a 90 day program built with Claude Code.
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