Insights

Field notes from real deployments.

No hype cycles. Practical writing on what works when AI meets production systems, compliance reviews, and skeptical stakeholders.

Automotive7 min read

AI for Car Dealerships: Where the Real ROI Is

Most dealership AI spending goes to the wrong places. The highest-return use cases are lead response, service scheduling, and follow-up — here is how to deploy them.

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Home Services7 min read

AI for Home Services: Never Miss Another Call

Plumbers, HVAC companies, roofers, and electricians lose jobs every day to unanswered phones. AI receptionists and follow-up agents fix that — here is the math.

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