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AI is everywhere in business right now, but most shed dealers and manufacturers are still asking the only question that matters: where does it actually help without creating new risk? We sit down with Sneha Kumari, co-founder of Merlin AI, to unpack what “AI” means beyond email drafts and polished copy. We talk about the shift toward agentic AI, assistants that don’t just answer questions, but can take responsible action inside your systems to keep work moving.

We dig into what makes this useful for the shed and portable building industry specifically. A single sale can trigger a chain reaction across quoting, pricing, rent-to-own workflows, production scheduling, purchasing, inventory, delivery, and dealer communication. Sneha explains how an AI assistant can reduce the manual handoffs between software tools and spreadsheets, catch issues earlier, and escalate to humans only when judgment is required. We also get practical about guardrails: permissions, deterministic business rules, confidence thresholds, human approvals, and audit trails so you can trust what happens and understand why it happened.

We also tackle the ROI and cost conversation head-on. Rather than obsessing over compute, we focus on measurable outcomes: faster response times, fewer missed follow-ups, less rework, fewer surprises on materials, and clearer visibility into margins, product profitability, and dealer performance. Finally, we lay out a simple way to start: pick one repetitive workflow, prove value fast, then expand.

If you’re building for the next five to ten years in the shed industry, hit play, share this with a teammate, and subscribe for more. After you listen, leave a review and tell us which workflow you want AI to fix first.

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This episodes Sponsors:
Studio Sponsor: Shed Geek Marketing

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RTO Smart
Shed Suite
Pittsburg Paints