From Paper to Agents: A Construction Manager’s View of What Comes Next

AI Agent, about to lay out an apartment building.
A future AI Agent interface, with a prompt designed to lay out the schematic design of an apartment building.

At Logic, we’re not just building configuration software—we’re building tools for the next generation of construction professionals. And to do that, we have to understand where they’ve been.

In our last post, we offered a first glimpse of the new user experience: a configure-to-order preview that showed how Logic’s catalog of modular kitchens, bathrooms, and utility rooms might soon be selected, ordered, and installed with a few taps. But under the hood, something deeper is taking shape—a rethinking of how construction managers interact with information itself.

Let’s zoom out and take a longer view.


1990s: Paper Catalogs and Phone Orders

Long before Logic Building Systems existed, founder Jason Van Nest spent his college years volunteering with Habitat for Humanity in Atlanta. Every Saturday, he worked alongside seasoned “house leaders” who managed a site filled with 20 or 30 volunteers swinging hammers and raising walls. But that was just the visible part of their job.

During the week, those same leaders sat at desks at warehouse offices, flipping through paper catalogs and dialing suppliers one at a time. Orders were placed over the phone. Product decisions were often constrained by whatever information had arrived in the mail. Construction project management, in those years, meant memorizing catalog codes, waiting on hold, and crossing your fingers that what arrived would match what you’d asked for.


2000s: Office Desktops and Email Threads

A decade later, Jason was the house leader — as a PM building townhouses on the Upper East Side of Manhattan for Liberty Construction. By then, the workflows had shifted. Each day began on site—walking the job, coordinating subcontractors—but by lunchtime, Jason would head to the office, open a web browser, and begin sourcing.

Emails had replaced phone calls. PDFs replaced paper catalogs. You could download cut sheets, compare options across manufacturers, and forward links to colleagues. Still, it was a two-world system: the jobsite and the office, the hands-on and the digital.


2010s: Smartphones and E-Commerce

In the next phase of his career, as the visiting architect, Jason watched other construction managers close the gap entirely. The smartphone had arrived—and with it, Web 2.0 interfaces, e-commerce checkouts, and click-to-dial buttons to contact product reps. Managers began browsing SKUs from their trucks, sending specs from the jobsite, and placing multi-thousand-dollar orders with a thumbprint.

It was a real leap in convenience. But at Logic, we know that’s not the finish line.


What Comes Next: Agent-Based Interfaces

We’re on the cusp of another transition. In 2025, the smartest builders no longer start with a keyword search. They start with an AI agent.

Of course, today’s agents are imperfect. A skilled job captain will double-check the specs, validate the sources, and confirm every decision with their own web searches. But that’s a temporary limitation—not a permanent one.

The trajectory is clear:

1. In the near future, designers will hand off schematic intent to digital agents that draft options, compare assemblies, and reference interface standards like the CfOC–ICC 1220.

2. Construction managers will direct AI assistants to scope a bathroom layout, cross-check pricing, and generate install details — without ever leaving the jobsite.


Logic Is Building for That Agent-based Future

We’re not just putting our catalog online. We’re building a platform that anticipates this coming world of agents, interfaces, and speed.

That means making our data legible to machines as well as humans. It means designing our back end so a configuration engine can plug into an agent-based design tool. It means preparing now for a moment when product exploration won’t be done with a search bar—it will be done with a conversation.

We’re grateful we didn’t start specifying this software platform two years ago. The world is moving fast. If we’d rushed to build just another e-commerce platform, we’d now be pivoting, which is costly. Instead, we’re starting from scratch, with eyes wide open.

It’s not just that Logic is building pods. It’s that we’re building the system to make pod-based construction truly scalable—one agent-assisted decision at a time.