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Get a daily AI report of unanswered questions, escalations and past-due invoices

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Mountain Valley Home Comfort is a residential HVAC company in New Market, Virginia with about 50 employees and 16 technicians. Its general manager, Philip Little, used to spend hours building custom reports. An AI scheduling bot the company tried years earlier made too many mistakes, so he was careful. Now Podium's AI business manager, Operator, builds those reports for him every day and flags customer questions nobody answered, issues to escalate, and past-due invoices.

Business type: Contractors & home services. Tool used: Podium AI Operator. Result: The general manager says Operator 'creates custom reports that used to take me hours, and it creates them on a daily basis', and tells him in real time about escalations, unanswered customer questions and past-due invoices. No other numbers are given for the AI. Reported in Podium's case study.

Source: Podium (Company case study) · Added Tue, Nov 3 · Last updated 2026-11-03

ToolPodium AI Operator · More examples: PodiumBusinessContractors & home servicesTaskOperations & admin, Customer support, Bookkeeping & invoicesSourcePodium (Company case study)

How they set it up

  1. Move customer messages and jobs into one system so the AI can see both.
  2. Tell the AI which report you build by hand today and ask it to make it daily.
  3. Have it list customer questions nobody has answered yet.
  4. Have it flag issues that need a manager and invoices that are past due.
  5. Report any AI mistakes to the vendor early, and check the reports before you rely on them.

Result

The general manager says Operator 'creates custom reports that used to take me hours, and it creates them on a daily basis', and tells him in real time about escalations, unanswered customer questions and past-due invoices. No other numbers are given for the AI. Reported in Podium's case study. (as reported by the source)

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Questions and answers

What does the AI agent do here?

Mountain Valley Home Comfort is a residential HVAC company in New Market, Virginia with about 50 employees and 16 technicians. Its general manager, Philip Little, used to spend hours building custom reports. An AI scheduling bot the company tried years earlier made too many mistakes, so he was careful. Now Podium's AI business manager, Operator, builds those reports for him every day and flags customer questions nobody answered, issues to escalate, and past-due invoices.

Which tool did they use?

Podium AI Operator.

What was the result?

The general manager says Operator 'creates custom reports that used to take me hours, and it creates them on a daily basis', and tells him in real time about escalations, unanswered customer questions and past-due invoices. No other numbers are given for the AI. Reported in Podium's case study. (as reported by the source)

How did they set it up?

Move customer messages and jobs into one system so the AI can see both. Tell the AI which report you build by hand today and ask it to make it daily. Have it list customer questions nobody has answered yet.

Answers come only from the source. Questions it doesn't answer are left out.

Starter prompt

Our own prompt for copying this setup. Swap in your details. Not quoted from the source.

Every morning, give me a short report for [company]: 1) customer messages from the last 24 hours that nobody answered, 2) anything that needs a manager, 3) invoices more than [X] days past due, with customer name and amount.
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