The Human Element in the Agentic Era

We can spin up an autonomous AI agent in 15 minutes. Yet, across the enterprise, humans are still manually updating routine docs and sending status pings.

The challenge to our agentic future isn't a lack of technical capability—it's the enduring gravity of legacy human habits. We are currently living in the friction point where technology is evolving exponentially faster than human behavior, and that discrepancy is stalling adoption.

Right now, enterprises often try to create adoption through top-down goals, gamification, or the abstract promise of "efficiency." But old habits die hard unless there is a reason for an individual to change. There can be a fundamental gap between the designed ideal state and the user's messy reality. We are building brilliant tools, but these won't land if we're asking humans to change how they work in order to use them without a clear benefit to the individual.

True adoption only happens when the new way becomes the path of least resistance. To bridge this gap, we have to stop thinking about how to adapt to the tech, and start designing tech that adapts to the human.

The Double Platinum Rule of AI Design

To do this, we should borrow a core tenet from the hospitality industry.

The Golden Rule is treating people how you want to be treated. The Platinum Rule elevates this: treat guests how they want to be treated. But the absolute highest echelon of service relies on the Double Platinum Rule: treat guests the way they do not even know they want to be treated.

In world-class service design, this means proactive anticipation. You don't hand a guest a map and ask them to navigate; you design the environment so intuitively that they naturally follow the path. The service is so seamless that the mechanics of it become invisible.

AI builders must adopt this exact mindset for system design. If we build a highly capable agent but require a user to break their workflow to log into a separate portal, we have failed the design test. It elevates service from simply meeting stated technical requirements to delivering personalized, zero-friction experiences that users didn't even think to ask for.

The Real Incentive: The 100x IC

Ultimately, this cultural shift won't happen because the enterprise mandated it; it will happen because we changed the incentive.

The true "builder benefit" of agentic AI isn't about making humans act more like machines to drive company efficiency. It's about personal leverage. It is the opportunity to become a "100x IC"—delegating routine, manual processes to a team of autonomous agents so workers can elevate themselves to strategic managers of their own output. This is freeing; ICs can now focus on work of their individual capacity's highest and best use.

A Methodology for the Agentic Future

We are shifting from an era of manual execution to an era of managing autonomous teams at scale. To get there, we need to move beyond standard deployment and champion a methodology of proactive anticipation in AI design.

This requires three non-negotiable standards:

1. Put agents in existing workflows: If a team lives in their chat channels, the agent must live in their chat channels. Zero net-new friction.
2. Treat users like hospitality guests: Anticipate needs proactively, making the technology's integration so intuitive it feels invisible.
3. Build with forward-deployed empathy: Step out of the sandbox and embed directly with future end users, in their environment on their actual workflows, from concept through rollout.

By meeting users exactly where they are and designing with radical empathy, we aren't just deploying software. We are unlocking human time to focus on the things that are genuinely interesting and consequential.