Discover Dialogues
In this episode of TechDogs Discover Dialogues, host Vikramsinh Ghatge sits down with Sandip Wadje, Managing Director and Global Head of Emerging Technology Operational Risks & Intelligence at BNP Paribas, to explore how enterprises can securely embrace AI and emerging technologies while navigating an increasingly complex risk landscape. From overlooked vulnerabilities in agentic systems to the fragmented global regulatory environment, this conversation cuts through the hype and gets to what actually matters for leaders on the front lines of innovation.AI adoption is accelerating faster than most governance frameworks can keep pace with. Organizations are deploying generative and agentic models at scale yet the foundational questions around accountability, data quality, and output-level risk remain largely unresolved. One of the sharpest insights in this conversation: Sandip argues that organizations rushing into high-impact AI use cases; fraud detection, security operations, without addressing the basics first are setting themselves up for failure. His recommendation is to start with summarization, which accounts for roughly 50 60% of corporate knowledge work, build ROI there, and only then move into higher-complexity applications. This sequenced approach: summarize, write, reason, reframes AI adoption as a disciplined business case rather than a technology experiment.For enterprises already stretched across multiple emerging technology domains, this reordering of priorities is significant. Fixing data quality, cleaning up access permissions, and establishing output-level accountability before scaling AI is not just risk management; it is the foundation that makes AI ROI sustainable.In this episode, we cover:• How Sandip's career, from government officer to global risk leader, mirrors the evolution of technology itself• Why emerging technology is defined by the absence of regulatory clarity, and what that means for AI governance• The most underestimated risks in quantum computing, digital assets, robotics, and autonomous AI systems• Why the 'run the bank vs. change the bank' model is reaching an inflection point in large institutions• How organizations should sequence AI adoption: summarize first, then write, then reason• Why starting from AI output failures not model guardrails is the right approach to risk management• The compensatory control mindset: using existing security infrastructure before chasing new tools• Why global regulations are fragmented and what prescriptive, harmonized guidance should look likeKey Takeaway:The biggest risk in AI adoption is not moving too slowly it is deploying AI on a foundation that was never designed to support it. Sandip's core argument is that organizations must address data quality, access permissions, and output accountability before scaling AI into high-stakes domains. As agentic systems grow more autonomous and quantum computing edges closer to practical disruption, the institutions that build this disciplined foundation now will be far better positioned to lead, not just survive the next wave of technological change.About the Guest:Sandip Wadje is the Managing Director and Global Head of Emerging Technology Operational Risks & Intelligence at BNP Paribas, where he leads the firm's strategic approach to identifying, assessing, and mitigating risks across AI, cloud, digital assets, and quantum technologies. His background spans more than two decades, beginning as a Class 1 government officer in India's Ministry of IT before transitioning through KPMG, Deloitte, JP Morgan, and Risk IQ into his current global leadership role. What distinguishes Sandip is his ability to bridge deep technical expertise with board-level risk strategy, having operated across both the practitioner and advisory sides of some of the world's most complex financial systems.🔔 Subscribe to our channel now: https://tinyurl.com/TDYTSub🌐 Visit us at: https://www.techdogs.com
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