Operating Environments & Advisory Exposure
Our advisory judgment is shaped by hands-on exposure to negotiating, building and operating AI and security-critical systems at scale.
Daswani AI helps organizations secure AI systems with a risk-first, governance-oriented approach.
Book a SessionDiscuss Your Priorities
Tell us about your AI or security challenge.
Operating Environments & Advisory Exposure
Our advisory judgment is shaped by hands-on exposure to negotiating, building and operating AI and security-critical systems at scale.
Latest Releases & Learning Opportunities
Upcoming Book
AI Attacks
About this book:-
The first years of the generative AI era produced a set of defining
security incidents—watershed moments that revealed the fundamental
patterns of how AI systems can be attacked, how they can be
weaponized, and how they fail.
Recent Talks
Daswani AI engages with executives, academic, and industry audiences on AI security, cybersecurity risk, and system governance—sharing research-backed insights to inform critical decisions.
Our Mission
Our mission is to help organizations secure, deploy, and operate AI systems responsibly—by strengthening systems security foundations, protecting critical infrastructure, and enabling innovation that can be trusted at scale.
Resilience across complex systems
Security for systems at scale
Risk management at scale
Awards & Achievements
Recognition reflects sustained contribution and responsibility in the fields of AI security and cybersecurity, rather than individual milestones or short-term outcomes.
Online Trust Alliance Honor Roll 2017 - #1 in Consumer Sector
Bellcore Presidential Recognition Award
Google Executive Management Group Impact Award
Top 100 CISOs in the US
Bay Area ORBIE CISO of the Year Award Finalist
Online Trust Alliance Honor Roll 2017 - #1 in Consumer Sector
Bellcore Presidential Recognition Award
Google Executive Management Group Impact Award
Top 100 CISOs in the US
Bay Area ORBIE CISO of the Year Award Finalist
Online Trust Alliance Honor Roll 2017 - #1 in Consumer Sector
Bellcore Presidential Recognition Award
Google Executive Management Group Impact Award
Top 100 CISOs in the US
Bay Area ORBIE CISO of the Year Award Finalist
Our Advisory Services
Daswani AI works directly with senior leadership to address AI security challenges at the strategic level — where architecture, governance, and risk decisions have long-term consequences.
Because a failure to define AI strategy, governance, and safeguards upfront can cost organizations enormously.
Providing strategic security oversight and governance so your organization can operate confidently.
Securing AI pipelines, models, and cloud environments against sophisticated adversarial threats.
Dr. Neil Daswani is regularly quoted by global media on AI security, cybersecurity
risk, and system failures—providing informed perspective where accuracy and
context matter.
He brings over two decades of experience across academia, industry leadership, and
advisory roles, working with organizations where security, trust, and governance are
business-critical.
Connect with Daswani AI to assess risk, strengthen governance, and make informed decisions around AI and cybersecurity—before those decisions are tested under real-world conditions.
Get a Complimentary ConversationOver the course of his career, Dr. Neil Daswani has contributed to advancing the fields of AI security and cybersecurity through research, innovation, and industry engagement. These contributions reflect sustained, long-term work rather than isolated achievements.
Granted patents across cybersecurity and machine learning, reflecting applied innovation in securing complex systems and modern computing environments.
Extensive peer-reviewed research publications across leading academic and industry venues, including ACM and IEEE, contributing to the broader understanding of security, systems, and risk.
Senior executives, founders, and investors engage with Daswani AI when AI and cybersecurity decisions carry long-term operational, reputational, or regulatory impact.
Eric Benmahou
Founder of Benhamou Global Ventures (BGV)
and former CEO of 3Com
"Neil's expertise in cybersecurity makes him among the very best in his field. He couples it with clear, methodical thinking and a talent for explaining complicated concepts in simple terms, understandable even to a venture capitalist!"
Bennet Yee
Member of Honors College Board of Regents
at Oregon State University
"Neil worked on important, internal infrastructure for Google security about which I cannot disclose more. In vague generalities, I can say that Neil is a great software engineer who is able to jump in, understand a complex software pipeline, and make the necessary changes to achieve the engineering/security goals."
Steve Weis
Co-founder & CTO of PrivateCore
(acquired by Facebook)
"Neil's expertise at Google ranged over areas including online click fraud, web application security, and malware. He excelled in both engineering and management roles. Neil was always a team player and great to work with, notably when collaborating on research about online advertising fraud."
David Mira
Founder
"Working with Neil gave our team extraordinary clarity on AI vulnerabilities. His practical approach enabled us to design resilient systems from day one."
Eric Benmahou
Founder of Benhamou Global Ventures (BGV)
and former CEO of 3Com
"Neil's expertise in cybersecurity makes him among the very best in his field. He couples it with clear, methodical thinking and a talent for explaining complicated concepts in simple terms, understandable even to a venture capitalist!"
Bennet Yee
Member of Honors College Board of Regents
at Oregon State University
"Neil worked on important, internal infrastructure for Google security about which I cannot disclose more. In vague generalities, I can say that Neil is a great software engineer who is able to jump in, understand a complex software pipeline, and make the necessary changes to achieve the engineering/security goals."
Steve Weis
Co-founder & CTO of PrivateCore
(acquired by Facebook)
"Neil's expertise at Google ranged over areas including online click fraud, web application security, and malware. He excelled in both engineering and management roles. Neil was always a team player and great to work with, notably when collaborating on research about online advertising fraud."
David Mira
Founder
"Working with Neil gave our team extraordinary clarity on AI vulnerabilities. His practical approach enabled us to design resilient systems from day one."