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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Proving the ROI of AI: How to Measure and Maximize Business Value
The complete guide to measuring and maximizing AI ROI: frameworks, metrics, calculation methods, and how to present AI value to leadership and the board.
Questions to Ask Before Hiring an AI Consultant
The exact questions to ask before hiring an AI consultant, organized by category to help you evaluate fit, capability, and value.
Multi-Agent Systems: Orchestrating AI Agents at Scale
How multi-agent systems work, when they make sense, and how to design and manage them for complex business workflows.
How to Build a Natural Language Interface on Your CRM
How to build a natural language interface on your CRM so you can ask any question about your pipeline without waiting for a pre-built report.
Non-Tech Companies Need an AI Strategy Too
Why non-technology companies need an AI strategy as much as tech firms — the operational advantages, risk factors, and implementation path.
Overcoming Employee Resistance to AI Tools
How to identify, understand, and overcome the specific types of employee resistance to AI tools that appear in every organization going through AI adoption.
Is Your Brand Showing Up in AI Search?
How AI search surfaces brands differently from traditional search and what you can do to improve your visibility in AI-generated answers.
Is Your Company Falling Behind on AI?
85% of mid-market companies are at Level 1 or 2. See where your company sits, what Level 3 actually looks like, and how long the gap takes to close
Is Your Company Actually Ready for AI?
Is your company actually ready for AI? An honest eight-condition readiness assessment with clear pass/fail tests and specific actions for each gap.
Is Your Company Ready for AI-Native Operations?
Individual AI tool use is not AI-native operations. Here's the specific readiness test that tells you where your company actually stands — and what comes.
Large Language Models Explained for Business Leaders
A plain-language explanation of large language models for business leaders: what they are, how they work, why they matter, and how to evaluate them.
How One Specialty Manufacturer Cut Proposal Turnaround from 3 Days to 4 Hours with AI
A detailed case study of how a $18M CNC machining shop used AI to reduce RFQ response time from 3 days to 4 hours, respond to twice as many proposals per.