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Strong Data Foundation and Governance Capabilities Key to Businesses Securely Implementing Agentic AI

DigitalCIO Bureau by DigitalCIO Bureau
May 27, 2025
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Strong Data Foundation and Governance Capabilities Key to Businesses Securely Implementing Agentic AI
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As AI adoption accelerates and cyber threats increase, nearly 8 in 10 IT security leaders recognize their security practices need transformation. Salesforce’s latest State of IT data also reveals unanimous optimism about AI agents, with 100% of security leaders identifying at least one security concern that could be improved by agents.

However, despite this hope, the global survey of over 2,000 enterprise IT security leaders highlights significant implementation challenges ahead‌. Nearly half (48%) worry their data foundation isn’t set up to get the most out of agentic AI, and over half (55%) aren’t fully confident they have the appropriate guardrails to deploy AI agents.

Both the professionals charged with protecting a company’s data and systems and the bad actors looking to exploit vulnerabilities are increasingly adding AI to their toolkits. Autonomous AI agents, which help security teams cut down on manual work, can free up humans’ time for more complex problem solving. However, agentic AI deployments require robust data infrastructure and governance to be successful.

“Trusted AI agents are built on trusted data. IT security teams that prioritize data governance will be able to augment their security capabilities with agents while protecting data and staying compliant,” said Alice Steinglass, EVP & GM, Salesforce Platform, Integration and Automation.

Security budgets ramp up as threats evolve

In addition to a familiar slate of risks like cloud security threats, malware, and phishing attacks, IT leaders now cite data poisoning — in which malicious actors compromise AI training data sets — among their top concerns. Resources are rising in response: 75% of organizations expect to increase security budgets over the coming year.

Complex regulatory environments add a wrinkle to AI implementation 

While four-fifths of IT security leaders believe AI agents offer compliance opportunities, such as improving adherence to global privacy laws, nearly as many (79%) say they also present compliance challenges. This may stem in part from an increasingly complex and evolving regulatory environment across geographies and industries, and is hampered by compliance processes that remain largely unautomated and prone to error.

Trust is a cornerstone of successful AI, yet confidence is nascent

A recent consumer study found that trust in companies is on a precipitous decline, and three-fifths (60%) agree that advances in AI make a business’s trustworthiness more critical. Furthermore, only 42% of consumers trust companies to use AI ethically, a decrease from 58% in 2023. IT security leaders see work to be done in earning this critical trust.

Data governance is a linchpin in enterprises’ agentic evolution

Nearly half of IT security leaders aren’t sure they have the quality data to underpin agents, or that they could deploy the technology with the right permissions, policies, and guardrails, but progress is being made. A recent survey of CIOs found that four times as much budget was allocated to data infrastructure and management than AI, a signal that organizations were smartly laying the right groundwork for broader implementation.

AI agents offer a salve as adoption ramps up

According to the State of IT research, over 40% of IT security teams already use agents in their day-to-day operations — a figure that’s anticipated to nearly double over the next two years. IT security leaders expect a range of benefits as their use of agents ramps up, ranging from threat detection to sophisticated auditing of AI model performance. Three quarters (75%) expect to use AI agents within two years — up from 41% today.

Tactical overhauls are on tap

In addition to the steps these teams must take to shore up their data foundations for the agentic era, over half admit they have work to do to bring their overall security and compliance practices up to par. Forty-seven percent believe their security and compliance practices are fully prepared for AI agent development and implementation.

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