[RECORDING] July 2025 Customer Conversation - AI in Action: How OpenSesame is Embracing Responsible Innovation in the Workplace

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    daniel.byun

    🔑 Key Takeaways:

    1. OpenSesame's AI Philosophy: People First, Tool Second

    • AI is viewed not as a replacement for human talent, but as an enabler of greater efficiency and job satisfaction.

    • The focus is on reducing low-value, manual tasks to free up employees for more impactful work.

    2. Building Internal AI Strategy

    • A company-wide survey identified 140,000+ annual hours spent on manual tasks, equating to over $12M in potential efficiency gains.

    • AI was used selectively based on ROI, feasibility, and value—emphasizing smart prioritization rather than AI for AI’s sake.

    3. Dedicated AI Team & Champion Program

    • Small but effective team: 1 AI engineer, 2 data engineers, and a manager (Louis).

    • Champions from each department helped scale AI initiatives and provided feedback, acting as bridges between technical and business teams.

    4. Tactical Implementation & Project Examples

    • Automation of compliance questionnaire responses saved ~10 hours per week.

    • Developed reusable tools using RAG (Retrieval Augmented Generation) and no-code platforms like Make.

    • Prioritized "reusable blocks" over one-off solutions to improve scalability and efficiency.

    5. Data Governance as a Foundation

    • Clean, structured, and governed data is critical for AI to produce reliable outcomes.

    • OpenSesame launched a parallel data governance program to ensure AI reliability and trust.

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