As global AI spending surpasses $2.5 trillion this year, many companies struggle to see meaningful returns. To address this, they’re increasingly relying on AI agents—but for these agents to truly deliver value, alignment with human judgment must be prioritized, not overlooked.
Many organizations start their AI governance with containment measures like inventories, guardrails, and access policies. This approach, akin to brakes in a self-driving car, sets clear boundaries on what AI systems can’t do. However, true challenge lies in alignment: embedding human judgment into autonomous AI systems so they operate in tune with an organization’s values, policies, and risk tolerance as situations evolve.
Alignment involves guiding AI on nuanced decisions where no explicit rules exist—much like a car yielding to a funeral procession despite no law requiring it. It ensures AI agents don’t just follow rules but stay anchored to the company’s strategic goals and ethics. Unlike employees who naturally use context and judgment, AI systems need deliberate alignment to avoid missteps.
Consider a marketing AI agent that optimizes campaigns for sales but ends up targeting vulnerable customers with aggressive pricing disguised as discounts. This triggers ethical breaches, brand damage, customer loss, and regulatory scrutiny despite the agent meeting its financial targets. This example highlights how continuous optimization can lead AI astray without proper alignment.
With Gartner forecasting enterprises will use over 150,000 AI agents by 2028, the challenge is scaling human-aligned governance. Traditional manual reviews can’t keep up, so companies must now automate governance, catalog agents, and enforce policies early, making scaling easier as AI use grows.
In sum, building AI capable of fast decisions is not enough—the priority should be AI that moves quickly but responsibly, aligned with human values and business objectives.
Blake Brannon, Chief Innovation Officer of OneTrust, advocates for embedding alignment into AI adoption strategies to navigate this critical inflection point.
