Revenue Builders Podcast: "AI Superhumans in Sales with Amanda Kahlow"

Date: March 8, 2026
Host(s): John McMahon & John Kaplan
Guest: Amanda Kahlow (Founder & CEO, One Mind)

Episode Overview

This episode explores the evolving role of AI in B2B sales, focusing on Amanda Kahlow's vision of "AI superhumans" that can participate in live deals, access every relevant document and data point, and potentially reshape the entire go-to-market process. The discussion delves into the decline of traditional intent data, the coming era of agent-to-agent negotiation, and the cultural and organizational shifts needed for companies to thrive in an AI-driven sales environment.

Key Discussion Points & Insights

1. Intent Data is Obsolete – Conversational AI is Here

[01:12 - 03:12]

• Amanda declares "intent data is dead,” suggesting traditional research methods in B2B buying are outdated.
• The future is a conversational buying experience, powered by AI that understands why a visitor is on your site, gets things done instantly, and can upsell without forcing the buyer into rigid funnels.
• Amanda highlights the limitations of human sales (scheduling, capacity, recall) and compares AI "hallucinations" to sales reps telling white lies to close deals.
  • Quote:

    “Do your sales reps hallucinate? And how often do they do it? … As soon as an AI hallucinates once, you better be damn sure it’s never going to make that mistake again.”
    — Amanda [02:50]

2. The Role of AI Superhumans in Inbound and Outbound Sales

[03:12 - 05:54]

• AI “superhumans” can be deployed in outbound as well as inbound, not just handling content delivery, but holding nuanced conversations tailored to a buyer’s unique context.
• Example: In complex enterprise sales (e.g., with Cognizant), AI can interpret research and apply insights specifically to a prospect’s business — something that's hard even for skilled humans under pressure.
• Amanda shares challenges of human multitasking in sales, stressing AI’s advantage in always being current and precise.
  • Quote:

    "My memory is like a fishbowl... I am going around the fishbowl as fast as I can."
    — Amanda [05:19]

3. Multi-threaded Deals & The Agent-to-Agent Future

[05:54 - 08:40]

• In today's multi-buyer deals, AI knows where each stakeholder is in the journey and can orchestrate communication accordingly.
• Amanda foresees a future shift from human-to-agent to agent-to-agent negotiations—AI agents representing both buyers and sellers, analyzing information, recommending best-fit solutions, and handling much of the transaction.
  • Quote:

    "I do believe we're going to move to a world where it's agent-to-agent. You have agent buyers and agent sellers that have to talk to each other.”
    — Amanda [07:08]

• The "final mile" of decision-making will likely still rest with a human who reviews and approves recommendations, but even that may eventually be reimagined.
  • Quote:

    "There is a new... somebody does have to sign off on it today. I don't think I can get my head around that not being there."
    — Amanda [08:43]

4. The Changing CRO Role & Sales Organization Metrics

[08:40 - 11:27]

• Amanda predicts the CRO will truly own the full customer lifecycle, not just sales but also marketing and customer success—enabled by AI and unified processes.
• Traditional playbooks, org charts, and metrics (like meetings booked) are becoming obsolete. Companies must instead focus on measures like ARR per employee and LTV, requiring brave leadership to discard old habits.
  • Quote:

    "It is fucking scary to throw away your old playbooks... The people who lean in first right now are the ones who are going to have first-mover advantage."
    — Amanda [10:27]

5. Top-Down vs. Bottom-Up AI Adoption—Culture Change

[11:27 - 13:00]

• Amanda advocates for a dual approach: leaders should drive change top-down, but all employees must also be empowered to automate and reinvent their roles.
• She encourages her own employees daily to automate themselves out of a job, promising to find them new, higher-value roles.
  • Quote:

    "I encourage people to replace themselves and their job every day... If you do, I will find you another seat at this company."
    — Amanda [11:58]

• She describes a solutions engineer’s journey from customer calls to training and maintaining the AI “superhuman” that replaced him.

6. The End of Familiar Roles, Fast

[13:00 - 14:03]

• The future of roles like "data scientist" is uncertain. Amanda cites a real-life example of transforming a data scientist into a prompt engineer as an illustration of rapid job evolution.
• She cautions that denial and lack of honesty about these changes do more harm than the change itself.
  • Quote:

    "The job as you know it today is gone—like, it is gone sooner than you know it."
    — Amanda [13:40]

Notable Quotes & Memorable Moments

| Timestamp | Speaker | Notable Quote / Moment | |-----------|----------|------------------------| | 02:50 | Amanda | “Do your sales reps hallucinate? And how often do they do it?... As soon as an AI hallucinates once, you better be damn sure it’s never going to make that mistake again.” | | 05:19 | Amanda | “My memory is like a fishbowl... I am going around the fishbowl as fast as I can.” | | 07:08 | Amanda | “I do believe we're going to move to a world where it's agent-to-agent. You have agent buyers and agent sellers that have to talk to each other.” | | 08:43 | Amanda | “Somebody does have to sign off on it today. I don't think I can get my head around that not being there.” | | 10:27 | Amanda | “It is fucking scary to throw away your old playbooks... The people who lean in first right now are the ones who are going to have first-mover advantage.” | | 11:58 | Amanda | “I encourage people to replace themselves and their job every day... If you do, I will find you another seat at this company.” | | 13:40 | Amanda | “The job as you know it today is gone—like, it is gone sooner than you know it.” |

Timeline of Important Segments

• [01:12] – Amanda introduces the idea of intent data being obsolete and explains limitations in today’s web and sales experience.
• [03:29] – Conversation on how AI can manage nuanced outbound and in-deal communications, including examples from enterprise sales.
• [05:54] – Discussion shifts to multi-threaded deals, the agent-to-agent model, and the forthcoming diminished need for human sign-offs.
• [08:40] – Amanda explains how this shift will upend the CRO role and force new performance metrics.
• [11:27] – The importance of simultaneous top-down and bottom-up AI adoption, including company cultural strategies for workforce evolution.
• [13:00] – Real-life stories about rapidly evolving roles and Amanda’s philosophy on preparing teams for disruption.

Final Takeaways

• Traditional approaches in B2B sales, including intent data and rigid go-to-market teams, are rapidly becoming obsolete.
• AI "superhumans" will soon be involved at every stage of the sales process, making buying easier, learning buyer context in real time, and handling complex negotiations.
• Organizational bravery and cultural readiness to let go of old routines—and actively encourage employees to reinvent themselves—will determine winners in the new AI sales era.
• Roles and jobs will change fast and forever; the best companies will be those that are honest, transparent, and proactive about the coming transformation.