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The Generative AI Risk Management Playbook
From Proof of Concept to Production: De-Risking Generative AI for Enterprise Success
Executives: forget chasing the next big thing—become the next big thing
Did you know that the majority of generative AI proofs of concept fail to make it into production?
The good news is that, with the right approach, some generative AI first movers are bridging the gap between successful prototypes and impactful products.
Below is a practical guide that’s not based on generative AI in theory, but rather in reality—with strategies to overcome unexpected challenges and mitigate risk when taking generative AI prototypes into production, based on lived experience with real products created by top brands.
Inside the playbook:
Generative AI implementation challenges conquered
Timeframe traps: Learn how to slash generative AI development timelines
Unexpected costs: Discover strategies to minimize model costs, user adoption hurdles and hidden infrastructure upgrades
Silo buster: Eliminate inefficiencies and security risks with a clear roadmap to avoid siloed efforts and shadow IT
Access the full playbook to discover:
Generative AI risk mitigation strategies
Minimize risks across the entire generative AI lifecycle:
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Model and technology:
Choose the right model for accuracy, cost and speed. Implement rate limits and future-proof your tech stackCustomer experience:
Craft user-friendly prompts, leverage data for accuracy and prioritize human oversight for ethical interactionsCustomer safety:
Prevent offensive outputs, identify vulnerabilities and ensure model outputs are safe and unbiased
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Data protection:
Develop responsible AI use guidelines, anonymize data and balance transparency with model confidentialityLegal and regulatory:
Navigate high-risk categories, maintain detailed model documentation and ensure user and regulatory transparency
Case study
Marriott Homes & Villas success story
See how a leading brand built a vacation rental search using generative AI, allowing users to describe their dream getaway and find perfect matches.