About This Episode Suffolk Construction has grown from a Boston-based builder into a $10B+ national contractor working in 30+ states -- and doing it without losing the operations-first mindset that got it there. In this episode, Cameron sits down with Andrew Woodward, Senior Director of Construction Technology at Suffolk, to talk about how a GC this size actually evaluates and deploys technology: what gets built, what gets bought, and why "process plus AI" isn't the same thing as making AI part of the process. Andrew's own path winds through a top-five ENR contractor, an MBA, and a detour into e-commerce before a chance encounter with a Suffolk jobsite pulled him back into construction -- this time on the tech side. He and Cameron have known each other for years, so this one plays more like two builders comparing notes than a typical guest interview. What You'll Learn How Suffolk structures operational excellence across four pillars: performance management, process, technology, and analyticsWhy Suffolk measures every project against a standardized set of "10X" metrics, and how that data culture changed behavior on the groundWhat makes a good technology partner for a GC running 220+ projects across 30 statesWhy Andrew describes Suffolk as "AI exhausted and AI energized at the same time"How forward-deployed engineers drove more organic AI adoption than top-down mandatesWhat Andrew wishes more construction tech founders understood before they pitchEpisode Timestamps 0:00 Intro and Andrew's background 2:00 Suffolk's founding story and growth under John Fish 6:31 How Suffolk is structured -- Suffolk Technologies, Design, Liberty, Global 8:44 Andrew's path: $20M P&L at 22, an MBA, e-commerce, and back to Suffolk 13:52 Project management vs. product management 23:01 The four pillars of operational excellence 25:48 Suffolk's "10X" metrics and the no-fault data culture 36:37 How Suffolk evaluates new technology, and what makes a good partner 41:45 "AI exhausted and AI energized" -- where Suffolk is on the AI adoption curve 45:39 AI, data use, and navigating legacy owner contracts 46:51 Rapid fire: what construction tech is over- and under-focused on today 50:33 In five years: what Andrew hopes stays the same, and what changes Key Takeaways Adoption dies at 75%. Andrew's framing: getting a new process or tool to 75% usage is the easy part. The push from 75% to 90-95% -- real, durable adoption -- is where the actual work is, and it takes dedicated people, time, and attention. Data should answer "why," not just "what." Suffolk's no-fault culture around its "10X" metrics isn't about catching people -- it's about using transparency to understand root cause, not to assign blame. AI has to be native to the process, not optional on top of it. Suffolk's biggest lesson so far: "process plus AI" doesn't work. AI only sticks when it's built into how work already gets done, not offered as an add-on people can skip. Go deep, not broad. Andrew's advice to founders: pick one problem, become the best at solving it, and fit cleanly into an existing tech stack. Going broad means colliding with tools that are already working. The unsolved problem isn't AI -- it's interoperability. Construction platforms still can't talk to each other, which means project engineers are stuck double-entering the same data. Andrew thinks that, not AI, is the bigger near-term opportunity.