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    Episode 23

    You Can't Slap AI Onto a Broken Process

    Jason Marks • EasyPark

    Key topics

    • • Why clean and consolidated data is essential before introducing AI agents
    • • Using hackathons and controlled experimentation to stress-test workflows
    • • Accelerating tender responses by reusing proven answers and identifying content gaps
    • • Deploying "Parker" (EasyPark's Salesforce SDR agent) within strict knowledge boundaries rather than open internet access
    • • Why human judgement remains non-negotiable at key operational gates

    You Can’t Slap AI Onto a Broken Process | Jason Marks, GM, EasyPark for Business (Arrive)

    AI doesn’t magically fix messy processes or poor data. Often, it exposes them.

    Jason Marks, GM at EasyPark for Business, joins Ramon Rodriguez to unpack what AI adoption looks like inside an operating business, covering product experimentation and the practical application of AI across sales and commercial workflows.

    Key topics covered:

    • Why clean and consolidated data is essential before introducing AI agents

    • Using hackathons and controlled experimentation to stress-test workflows

    • Accelerating tender responses by reusing proven answers and identifying content gaps

    • Deploying "Parker" (EasyPark's Salesforce SDR agent) within strict knowledge boundaries rather than open internet access

    • Why human judgement remains non-negotiable at key operational gates

    00:00 You can’t slap AI onto a broken process00:37 Meet Jason Marks and EasyPark01:08 What work looked like before AI01:46 Why EasyPark started pushing into AI02:19 The evolution from product AI to business AI02:42 Why adoption happened iteratively03:42 Where AI is working today04:43 Hackathons, trial and error, and trying to break the product07:31 What actually got faster08:44 Tender responses as a practical AI use case11:59 Where humans stay in the loop13:42 More people, more AI - not simply fewer jobs15:48 Governance and controlled experimentation18:10 Meet Parker, EasyPark’s SDR agent18:55 Why data readiness matters before agents22:28 Avoiding AI slop24:49 What messy data exposes28:16 Knowing when to switch AI off29:16 Jason’s personal AI toolkit30:36 The leadership takeaway

    Applied AI Australia is powered by Acquire Intelligence. We help Australian companies turn AI investment into measurable business value - deciding what to fund, what work needs to change, where value should land, and who owns the result.

    Book a briefing: https://www.appliedaiaustralia.com.au/book-briefing

    Ramon Rodriguez: https://www.linkedin.com/in/ramonrod/

    Jason Marks: https://www.linkedin.com/in/jason-marks-32bb28a1/

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    Read transcript