Memo

Built for Miter

Connecting the dots between who I am and what I hope to build together.

My Journey

Specialized work has been the backbone of how we work for centuries. The modern world was erected on the back of the division of labor. Now, AI is changing everything. Machines are upending the economic logic of labor, replicating specialized expertise with more precision and consistency at a fraction of the cost and time. This new production environment requires multidisciplinary orchestrators that can wield agentic systems to bridge gaps and automate patterns across domains. Ones with human taste that values quality over output. I’ve become the dynamic and creative operator described, form-fit for the vision of an AI-native future where Miter's customers to do what they do best: build our world.

As a product of two high school educators, I've always been an insatiably curious learner who seeks diverse conditions that foster growth and leadership. All driven by a core belief — dynamic individuals move the needle most. I've patented a medical device, led product & design for flagship products of a modern retail operating system and founded a revenue-generating business building an AI-powered educational assistant for neuroplastic pain. This range of experience has developed a T-shaped ecosystem of acumen and abilities that enable me to build products and unite teams around meaningful outcomes. One purpose-built for complex, evolving environments where rules are being rewritten in real time. As Miter accelerates into an industry leader that stewards millions of contractors, now is the right moment to bring on a design-led, product manager who can drive rapid development of new verticals by strategically connecting user, product and machine.

My cross-functional perspective, grounded in product and design, allows me to uniquely leverage AI to elevate craft and velocity.

I've always led with extreme care. That means going the extra mile to support a customer, recognize an employee birthday, etc.

Why Miter

I'm at an inflection point in my career and life. I've only scratched the surface of what I'm capable of and the hunger to be better is as strong as ever. To continue evolving, I need a nimble environment that prioritizes ownership and autonomy. One that understands a future defined by AI will be architected by dynamic builders, like myself, who can innovate with customers at the core. All with the singular goal of bringing a critical industry online. That place is Miter.

Modern society is a complex machine. As our interactions become increasingly digital, we ignore the input and infrastructure required to run the world around us. These large and essential industries, like construction, need shepherds that connect our digital and physical worlds with new technological rails. Doing so sustains and advances our future for generations to enjoy.

That's why what Miter is building is so special. It truly matters. The gravity of the mission, and the associated challenges, are a rare combination that excite me beyond measure. Just as important, the team operates with true intention and a strong sense of purpose. That's hard to find. I want to make real impact and what better way than creating the rails that define a better built world. I'd be extremely proud to work at Miter.

What's Next

To date, the construction industry has relied on a mix of disjointed solutions: manual documentation, one-size-fits-all products or slow-moving industry veterans with little incentive to innovate. As a result, companies in the space have continued to face labor challenges, lost revenue and project shortfalls. Miter gained entry into the market by solving a very problem: labor management. They proved there's a clear need for software purpose-built for construction made by a company with deep technical acumen.

To continue growing, Miter must develop an expanded product suite with the intention of owning the complete operational stack. In true app founder fashion, I sourced related insights across contractor-specific forums, Facebook groups, app store reviews and more. I identified three opportunity themes with potential to be the next major business lines for Miter.

  • Command Center: All construction employees generate new data daily. Although, they lack visibility of those actions, or lack thereof, and how they disrupt important business workflows. Across discussions and reviews, I noticed a recurring frustration centered on minimal visibility and delayed discovery. Things like payroll errors, missing receipts, labor needs and project risks. There is a key opportunity to build an personalized agent workforce that preemptively flags, prompts and solves issues for key stakeholders before they become costly surprises.
  • Procurement Network: Material procurement is one of the most fragmented workflows in construction. Contractors rely on phone calls, supplier portals and spreadsheets to source what they need. All with little visibility into pricing, inventory or delivery timelines. Multiple people express this causes unnecessary friction and administrative overhead. A unified procurement network would simplify sourcing, approvals and purchasing while giving contractors better insight into supplier performance and project spend.
  • Field Assistant: Many of Miter's field labor workflows still depend on accurate human behavior in an environment that's anything but predictable. Crews forget receipts, select incorrect job codes and submit information late. They're juggling competing priorities in a world that naturally keeps them away from devices. The goal is to adapt to field realities by rendering an accurate timeline of events autonomously. I envision recollection infrastructure that intuitively derives events from action utilizing inputs such as audio, GPS, spend history and more.

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