Insights & Guides
AI in Practice
AI strategy and implementation guides for mid-market companies. Specific frameworks, named research sources, and 25+ years of enterprise IT experience. No fluff. No hype. Just what works.
How to Build an AI Roadmap for Your Mid-Market Company
A phase-by-phase AI roadmap framework for mid-market companies with budgets, timelines, and go/no-go gates. Five phases from assessment to optimization
Integrating AI with Legacy Systems: A Practical Guide
How to integrate AI with legacy systems without replacing them. Five proven patterns with costs, timelines, and a decision framework for mid-market companies.
AI Consulting for Mid-Market: What Actually Works
AI consulting for mid-market companies works differently than enterprise. Compare costs, models, and what separates results from shelf reports.
AI Acceptable Use Policy: A Practical Template
A complete AI acceptable use policy template for 50-500 employee companies. Seven enforceable sections, ready to customize and roll out in an afternoon.
Is It Safe to Use AI at Work? A Data Privacy Guide
Is it safe to use ChatGPT at work? Yes, with the right tier. Compare AI tool privacy policies, classify your data, and set up 5 protections this week.
How to Fund AI Adoption: Grants, Tax Credits, Programs
Federal grants, R&D tax credits, and state programs can reduce AI project costs by 20-40%. Here's every funding source mid-market companies can access in 2026.
AI for Auto Repair Shops: Estimates to Follow-Ups
AI tools auto repair shops can set up in a weekend for under $200/month. Covers estimates, scheduling, follow-ups, and review management for independent shops.
Build vs. Buy AI Tools: Mid-Market Framework
Build vs. buy AI tools: the MIT buy, boost, or build framework adapted for mid-market companies ($10M–$200M). Real costs and decision criteria.
Hiring an AI Consultant: A Buyer's Guide
How to hire an AI consultant: 5 evaluation criteria, 8 red flags, and transparent pricing. A practitioner's buyer's guide for mid-market companies.
AI for Michigan Manufacturers: Quick Wins and Grants
AI for Michigan manufacturers starts under $2,000 with no IT staff required. Quick wins, grants, and a three-tier roadmap for shops with 10–200 employees.
AI for Professional Services: 15 Hours Saved Weekly
AI for professional services firms: accountants, attorneys, and consultants saving 12–15 hours per week across five workflows. What to automate first.
Agentic AI Explained: Mid-Market Guide
Agentic AI explained for mid-market companies ($10M–$200M). What it is, where it creates value, and how to start smart with human-in-the-loop AI agents.
AI Governance for Mid-Market Companies
A six-component AI governance framework mid-market companies can implement in 90 days. No compliance team required. Covers shadow AI and 2026 regulations.
AI Readiness Checklist: 15 Questions Before Investing
Answer 15 questions across six dimensions to assess your AI readiness. Includes scoring guide and specific next steps based on your results.
AI Consulting in Michigan: Midwest AI Hub
AI consulting in Michigan is surging. Here's what the Stargate data center, Switch campus, and $70B workforce plan mean for your business.
What Does a Fractional AI Director Do?
Month-by-month breakdown of what a fractional AI director actually does. Responsibilities, timelines, costs, and expected results in 90 days.
Fractional vs Full-Time AI Director vs Consulting Firm
Compare fractional AI directors, full-time AI hires, and consulting firms. Real costs, decision framework, and when each option fits mid-market companies.
How to Measure AI ROI Before You Invest a Dollar
A practical AI ROI framework for mid-market companies. Four dimensions, five calculation steps, and a model that projects returns before you spend.
Why AI Projects Fail (and How to Avoid It)
Why do 95% of AI projects fail? Five preventable mistakes that kill mid-market AI initiatives, plus a practical framework to beat those odds.
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