Thoughts on building SaaS products, implementing analytics, and integrating AI into real applications.
79 articles
How to find and hire an AI consultant in Michigan: what to look for, real metro Detroit options, fixed pricing, Going PRO grants, and who each fit serves.
A practical guide for Michigan manufacturers and operations teams on the AI automation wins that pay off first, how to size ROI, and Going PRO grants.
Build a typed Model Context Protocol server in TypeScript that exposes Supabase and Stripe to an AI agent, with zod-validated tools and read vs write safety.
A practical checklist for hiring an AI consultant for your small business: questions to ask, build vs resell, how to verify they ship, pricing, red flags.
Query tens of millions of rows of public Medicare prescriber data on a laptop with DuckDB, then build a peer-group z-score outlier finder in Python.
AI consultants cost $150-$600/hr, $2,500-$5,000 for a productized audit, $25,000 for a fixed-fee build, or $7,500-$10,000/mo on retainer. Full 2026 breakdown.
An AI opportunity audit is a fixed-fee assessment that finds where AI saves time and money, scores readiness, and prices the build before you commit.
Where AI actually helps construction firms: job costing, bid and estimate prep, RFI and submittal handling, and document-heavy admin. What to automate first, what stays in the field, and what help costs.
Where AI helps small and mid-size manufacturers: quoting and RFQ response, quality and scrap data, maintenance logs, and production reporting. What to automate first, what stays on the floor, and what help costs.
How accounting firms and bookkeepers use AI to cut data entry, speed up catch-up work, and standardize review. What to automate first, what to leave alone, and what it costs to get help.
How law firms use AI safely: document review, intake, and summarization where it helps, with verification controls so you never file a hallucinated citation. What to automate, what to never trust blindly, and what help costs.
Hourly AI consulting has no ceiling and an incentive to keep going. A fixed-price audit gives you a known cost, a set deliverable, and an answer. Here is when each makes sense and how to avoid open-ended engagements.
Learn more about how we help SMBs with analytics and AI adoption.