AI Strategy
580 articles
Strategy work is where most AI programs are won or lost, long before a model gets picked. This is the planning layer: how to sequence a first year, which problems justify custom work, what to centralize versus leave to teams, how to budget when pricing shifts every quarter, and how to tell a real result from a demo. Aimed at operators at $5M+ companies who have to defend the spend.
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How Generative AI Works: The Non-Technical Explanation
A non-technical explanation of how generative AI works: large language models, training, prompting, and why context matters for business applications.
How Long a Phos AI Labs Engagement Takes
The honest answer is 9–18 months for the full three-phase journey. But the first results appear in weeks, not months. Here is what changes month by month .
How Long It Actually Takes Your Company to Go AI-Native
90-day AI agent promises describe a pilot. Three-year plans describe enterprise programs. Here are the realistic timelines for $10M–$50M companies going.
How Long Does It Take to Train a Non-Technical Team on AI?
Realistic timelines for non-technical team AI capability: two weeks to initial adoption, 90 days to consistent use, six months to genuine fluency.
How Mid-Market Companies Use Claude Beyond the Browser Tab
How $5M+ companies use Claude Projects to move from personal AI use to shared operational systems with persistent context.
How Much Does AI Consulting Cost for Your $20M Company: and What You Actually Get
AI consulting for a $20M company ranges from $5,000 to $200,000. Here is what drives the difference, what each price tier delivers, and how to evaluate.
How AI Agents Work: Multi-Step Reasoning and Autonomy
A non-technical explanation of how AI agents work: planning, tool use, memory, and how they complete multi-step tasks with minimal human supervision.
How AI Changes Your Weekly Leadership Meeting
How AI changes the weekly leadership meeting — the preparation it handles, the agenda format it enables, and the decisions it frees the team to make.
How AI Consulting Works: A Step-by-Step Overview
A step-by-step look at how AI consulting engagements work, from initial assessment through strategy, implementation, and ongoing optimization.
How AI Is Changing Customer Service at Mid-Size Logistics Companies
The specific customer service workflows that produce the most immediate return at a $10M–$50M logistics company — and the Foundation that makes the.
How AI Is Changing Quality Control at Your Mid-Size Manufacturing Company
What AI actually changes about quality control for a $10M–$50M manufacturer — NCR and CAR documentation, customer quality communications, trend analysis.
How Aviation Operations Teams Cut Manual Reporting Time
How mid-size aviation operations teams use AI to cut 3+ hours of manual reporting per week — with the safety boundaries that govern each workflow.