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 Workflow Security: Protect Your IP Before You Scale
Your AI accounts are a target, the same as a bank login. Lock them down, list every agent you run, prove where your data came from, and keep a human yes on anything that ships.
Read articleJKJames Killick7 min read - Agentic AI
AI Agent Memory: What to Keep and What to Forget
An AI model does not get smarter on its own. What compounds is the memory you give it. Here are the four memory types, the rules for what earns a place, and what the research measured.
Read articleJKJames Killick7 min read - AI Implementation
The Scope of Work AI Builds Need Before Day One
Agents make choices. So the scope has to say who decides, and what happens when an agent is wrong. Here is what goes in the document and what to demand in the first 90 days.
Read articleJKJames Killick8 min read - AI Implementation
Build Knowledge Graphs Your AI Can Trust in 90 Days
Many founder-led businesses need a structured wiki before they need a graph database. Here is how to tell which one you need, and the pipeline to follow if the answer is a graph.
Read articleJKJames Killick8 min read - AI Tools
Google Workspace AI Automation: 5 Flows Worth Building
Workspace Studio is a good tool for low-risk jobs inside Google. It is not where your IP should live. Here are five flows to build first, the limits Google publishes, and where to draw the line.
Read articleJKJames Killick8 min read - AI Strategy
Build vs Buy AI: The Scorecard for $1M+ Founders
Buy by default. Build only when the capability is your moat, the data is genuinely yours, and you will fund it for years. Here is the scorecard, the pilot, and the middle path most founders actually need.
Read articleJKJames Killick10 min read - AI Orchestration
AI Agent Handoff: The Six-Field Contract That Stops Loops
Most agent handoffs break because they pass a chat log instead of a contract. Here are the six fields to define, how much context to send, and the guards that stop agents passing work in circles.
Read articleJKJames Killick8 min read - AI Orchestration
Multi Agent Architecture: Stop Runaway Agent Costs
Most agent bills run away because of the wrong pattern or missing guardrails. Here are the five orchestration patterns, the five parts of a production stack, and the controls to add first.
Read articleJKJames Killick9 min read - AI Implementation
Service Blueprint AI: Run Your First AI Pilot in 90 Days
Service blueprint AI puts your delivery process into agents that do the work, not a diagram on a wall. Start with one AI pilot, one workflow and a human who signs off.
Read articleJKJames Killick11 min read - Agentic AI
AI Lead Qualification for Founder-Led Consulting
AI lead qualification sorts your pipeline so your team only talks to buyers who are ready. Here is the stack, the metrics, and a pilot you can run this month.
Read articleJKJames Killick7 min read - AI Implementation
Human in the Loop AI: A 90-Day Prototype for Founders
AI agents do the repeatable work. People keep the calls that carry risk. Here is how a $1M+ consulting or education business builds that in 90 days without losing its standard.
Read articleJKJames Killick11 min read - AI Implementation
HubSpot AI Workflows: Build Agents That Run on Your CRM
HubSpot AI covers work inside your CRM. Here is how $1M+ founders connect Claude agents through the HubSpot MCP server and prove one workflow in 90 days.
Read articleJKJames Killick9 min read
Showing 12 of 238 articles. Page 4 of 20
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