The Human and the Loop

Reflections on 30+ Years of Building Organizations

I’ve had people reporting to me since I was 18 years old—first in operational roles, later in executive and strategic positions. But long before that, from the age of 12, I had a front-row seat to something few kids get to witness: the inner workings of a startup, a biotech company, and eventually, a successful exit. I watched a CEO navigate uncertainty. I watched my stepfather help build something from scratch. And in high school, I interned with a senior manager leading an innovation team at a multi-billion-dollar, global semiconductor company.

That early exposure was a gift—and it shaped how I’ve approached every chapter of my own career over the past three decades.

Now, as I near 50, I’ve grown to see a company not just as a place of transactions, but as a living system—an evolving organization made up of like-minded and not-so-like-minded people, all navigating personal ambitions, economic realities, and the sometimes messy pursuit of a larger purpose. Some are there for the mission. Some are there for the paycheck. And the truth is, most organizations have room—and need—for both.

I’ve sat in rooms where the stakes were equity splits, staffing models, or venture rounds. I’ve also sat in rooms in city halls and community centers where the stakes were housing lotteries, eviction notices, and real human need. From public sector bureaucracies to private startups, I’ve seen the same fundamental truth emerge:

If you want to scale impact, you need to respect both the Human and the Loop.

🧠 The Human and the Loop: Drucker x Gerber

This framing—the Human and the Loop—has come to define how I think about building resilient, scalable organizations.

• Peter Drucker represents the Human. From his groundbreaking 1946 book Concept of the Corporation—a study of General Motors under legendary CEO Alfred Sloan—to his now-iconic 1993 Harvard Business Review interview with T. George Harris, by which point Drucker himself had become a legend, he consistently reminded us of a simple truth:

Organizations exist to make individual contribution possible.

Drucker foresaw the coming rise of knowledge work, the collapse of rigid hierarchies, and the growing need for self-directed, self-aware individuals who understand their unique value within a larger system. He wasn’t just writing about management—he was redefining what it meant to work, to lead, and to matter inside complex organizations.

“You have to learn to manage in situations where you don’t have command authority… That is the fundamental change.” – Drucker, 1993

• Michael Gerber, through The E-Myth Revisited, represents the Loop. First published in 1986, Gerber’s work laid out a blueprint for working on the business, not just in it. He showed how to build systems, document workflows, and develop franchise-style prototypes that enable a business to be consistent, scalable, and resilient—regardless of who’s doing the work.

“Systems run the business. People run the systems.” – Michael Gerber

While The E-Myth emerged in the pre-digital era, its core ideas are more relevant than ever. Though machine learning has existed since the 1940s, today’s Generative AI—capable of transforming text, speech, and images into repeatable systems—takes Gerber’s concepts to an entirely new level.

In an Information Age where knowledge work is more valuable than ever, and data is the new oil, the ability to envelop your people in intelligent, orchestrated systems is no longer aspirational. It’s achievable. And essential.

Where Drucker elevates human agency, Gerber enforces process discipline. You need both. Without the Loop, the Human burns out. Without the Human, the Loop becomes bureaucratic noise.

🏗️ Our Reorganization: Mastering the Loop, Empowering the Human

At HouseKeys, we’re at a critical juncture after 10 years of delivering services at speed—running fast, trying not to break things. But now, we’re deliberately rebuilding. We’re moving from momentum to mastery. From hustle to infrastructure. From “just-in-time” to “built-for-the-future.”

We’re restructuring the organization into three interdependent layers:

🔵 1. Anchors of Intelligence

These are our two edge groups:

• Domain Experts: These are seasoned program administrators—our policy translators, compliance navigators, and technical assistance specialists. They train, troubleshoot, and guide.
• Data Science & Software Engineering: This is our observability team—building instrumentation, models, and feedback systems to ensure our platform learns and adapts.

Together, these groups form the bookends of the system. One brings field wisdom. The other brings system intelligence.

🟡 2. The Operational Loop

In the center are two teams who perform the repeatable work that gives us rhythm, data, and scale:

• Customer Service Team They take thousands of calls, emails, and tickets across dozens of programs. Their work is our daily pulse check—every interaction is a data point, a learning opportunity, and a system signal.
• File Operations Cohort (Launching in Roseville, CA) This is our pilot for a production-style workflow—scanning, validating, tagging, and tracking documents in a repeatable way. They’ll free up the seven-member Domain Expert team and build a template that can be replicated nationally and globally.

These teams close the loop. They provide the feedback cycle our system needs to improve. Their tasks are not just operational—they are formative.

🟢 3. Platformization Through Practice

We aren’t just building software. We’re building a system that honors the repetitive while enabling the exceptional. Every loop in the system is a chance to learn—using:

• Workflow design
• Data instrumentation
• Observability
• Pattern recognition
• AI-assisted troubleshooting

We're not guessing our way to scale. We're looping our way there.

⚠️ The Cost of Transition

This transition—from the old HouseKeys to the next-generation model—is not clean. It's messy. It’s painful.

I wake up some nights thinking about our reputation. I can feel it fray in places. Clients who once depended on our dependability now hesitate. They don’t know how to receive this version of HouseKeys—the transitional one. The one still finding its footing.

With each passing day, each missed email, each delayed response, I feel the tension between the legacy we built and the future we’re reaching for.

And it’s not just perception. The persistent undercapitalization—the byproduct of failed attempts to raise funds or borrow against multi-million-dollar contracts with 30-day termination clauses—has caught up to us. Just as we enter our most ambitious evolution to date, we're navigating the sharpest financial constraint we’ve ever faced.

But this is the final act of transformation. This is the part no one glamorizes in startup decks or conference keynotes. And yet, this is what it takes to change the face of housing-related service delivery.

We are not just surviving this transition. We are rebuilding in full view of our clients, our peers, and our communities. That’s the weight. And that’s the work.

🛠️ Closing Thought

Peter Drucker warned that in a post-capitalist society, the organizations that survive will be those that help individuals clarify their contributions—without needing formal authority, titles, or traditional structures. Then 2020 arrived and swept away the remnants of the old world.

The future belongs to systems that:

• Respect the messy humanity of contributors
• Embrace the discipline of repeatable loops
• And create environments of meaning, mastery, and momentum

That’s what we’re building. And that’s the next chapter for HouseKeys.