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Next Level Pros
Next Level Pros•January 9, 2026

AI Isn’t Replacing Human, It’s Losing You Jobs

A deep dive into the challenges of AI in customer service for home service businesses, revealing how AI voice bots can miss critical opportunities, damage brand trust, and potentially lose significant revenue without proper human oversight.
AI & Machine Learning
Management
B2B SaaS Business
Larry Fink
Chris Lee
Jay
Tiffany
Indra

Summary Sections

  • Podcast Summary
  • Speakers
  • Key Takeaways
  • Statistics & Facts
  • Compelling StoriesPremium
  • Thought-Provoking QuotesPremium
  • Strategies & FrameworksPremium
  • Similar StrategiesPlus
  • Additional ContextPremium
  • Key Takeaways TablePlus
  • Critical AnalysisPlus
  • Books & Articles MentionedPlus
  • Products, Tools & Software MentionedPlus
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Timestamps are as accurate as they can be but may be slightly off. We encourage you to listen to the full context.

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Podcast Summary

In this compelling episode, Chris Lee sits down with the team from CallSource to tackle one of the most pressing questions in the trades industry for 2025: Should home service businesses replace their CSRs with AI voice and text bots? While many contractors are rushing to automate everything, CallSource presents a cautionary tale backed by real data from analyzing thousands of AI-handled calls. (05:00) The team reveals startling statistics about failed AI implementations, including over 10% of calls having zero outcome and 40% receiving incorrect dispositions. (06:18) However, rather than dismissing AI entirely, they advocate for a hybrid approach that combines technology with human empathy to recover missed opportunities and preserve brand trust. (23:42)

  • Main Theme: The episode explores the critical balance between AI automation and human connection in home service businesses, emphasizing that while AI has its place, rushing to fully automate customer interactions can damage brands and miss significant revenue opportunities.

Speakers

Chris Lee

Chris Lee is the host of Next Level Pros and a business strategist focused on helping blue-collar businesses scale effectively. He has built a community that teaches marketing strategies and operational excellence to home service contractors, emphasizing the importance of owning your business processes rather than blindly outsourcing them.

CallSource Team

The CallSource team includes seasoned professionals with over 30 years in business and 15-20 years specifically in the trades industry. CallSource invented call tracking technology and has evolved to provide comprehensive call management solutions that blend AI capabilities with human expertise, serving as the bridge between automation and personalized customer service.

Key Takeaways

Build Manual Processes Before Implementing AI

One of the most critical insights shared is the importance of creating manual processes before applying any automation or AI solution. (29:54) Tiffany emphasizes starting with an Excel spreadsheet to track missed opportunities, outbound attempts, jobs created, and total revenue gained. This old-school approach allows businesses to understand their gaps before adding technology layers. The team warns that too often, businesses apply AI to broken or non-existent processes, hoping technology will be their savior, but this only amplifies existing problems and creates new ones.

AI Implementations Can Create Hidden Revenue Loss

The CallSource team shared shocking data from a $75 million HVAC company where AI handled 11,000 of 33,000 monthly calls. (05:22) The results were alarming: 1,200 calls had zero outcome, 3,300 had incorrect dispositions, and 130 confirmed appointments never made it to the dispatch board. This represents potential lost revenue of approximately $63,700 just from the missed appointments alone. (08:43) The hidden danger is that while business owners might see acceptable numbers on paper, they're unknowingly damaging their brand and missing significant revenue opportunities.

Human Follow-Up Drives Remarkable Recovery Rates

CallSource's hybrid approach demonstrates the power of human intervention in recovering AI-fumbled opportunities. (23:47) Their data shows a 23% recovery rate on mishandled calls, with 39% of recovered leads converting to revenue. Across five clients in one month, they recaptured $336,000 in revenue for a cost of just $13,000 - a 28x return on investment. The key differentiator is making three to four follow-up attempts with genuine human empathy, something AI bots simply cannot replicate effectively.

Brand Damage from Poor AI Interactions is Long-Term

The episode reveals how AI bot failures create compound problems beyond immediate lost sales. (15:35) When customers have frustrating experiences with AI - whether due to latency issues, lack of empathy, or simple misunderstandings - they don't just hang up disappointed. They form lasting negative impressions of the brand that affect their willingness to call back or recommend the service to others. This brand damage doesn't show up in P&L statements immediately but can significantly impact long-term customer acquisition and retention.

The Future Belongs to Human-AI Hybrid Solutions

Rather than choosing between complete AI automation or purely human-powered solutions, the most successful approach combines both strategically. (22:38) AI can excel at certain tasks like appointment confirmations, membership renewals, and basic scheduling, while humans should handle complex situations requiring empathy, problem-solving, and relationship building. The key is understanding which interactions require the human touch and ensuring those connections happen quickly - ideally within 20 minutes of an AI fumble to prevent customers from moving to competitors.

Statistics & Facts

  1. Out of 33,000 monthly inbound calls at a $75 million HVAC company, 11,000 (33%) were handled by AI agents, with 1,200 having zero outcome and 3,300 having incorrect dispositions - meaning over 40% of AI-handled calls had questionable or missing data. (05:22)
  2. CallSource recovered 23% of mishandled calls across five clients, with 39% of recovered leads converting to revenue, generating $336,000 in recaptured revenue for just $13,000 in service costs - a 28x return on investment. (23:47)
  3. Larry Fink recently stated there will be a shortage of 500,000 electricians in the near future, highlighting the continued demand for skilled tradespeople despite automation trends. (00:01)

Compelling Stories

Available with a Premium subscription

Thought-Provoking Quotes

Available with a Premium subscription

Strategies & Frameworks

Available with a Premium subscription

Similar Strategies

Available with a Plus subscription

Additional Context

Available with a Premium subscription

Key Takeaways Table

Available with a Plus subscription

Critical Analysis

Available with a Plus subscription

Books & Articles Mentioned

Available with a Plus subscription

Products, Tools & Software Mentioned

Available with a Plus subscription

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