The Sequential Path
Why margin compression and revenue expansion aren't competing strategies, they're stacked stages of the same transformation
Large contractors are making an implicit bet about the future of AI, one shaped by operational realities that only become visible when working inside their day-to-day environment. Some see it as a way to take on more work with the same staff, reinforcing their long-standing focus on growth, volume, and backlog. Others see AI as a path to compress overhead and finally address the margin problem that has defined the industry for decades. Most firms won’t admit this choice openly, but their behavior reveals the side they favor.
The industry sees the choice as binary because that’s how contractors have always operated. The real opportunity is to take both paths in sequence. And if you’re a solution provider, you have to pick which future you are building toward. If you align with the “capacity multiplier” worldview, you focus on throughput such as faster estimates, faster procurement, faster coordination. If you align with the margin worldview, you lean into automation of the work that actually drives cost. The truth is that AI can increase margin and expand what a contractor can sell, but only if the underlying workflows, data, and commercial structures are rebuilt. The firms that treat the two paths as competing options will get incremental gains. The firms that understand them as stacked stages of the same transformation will see step-change performance.
The greater value lever to be pulled is not automation alone but where the AI sits inside the organization. If it sits on the surface, also known as a system of record, it’s a productivity tool. If it sits inside the contractor’s data flows, precon and procurement systems, engineering reviews, OEM interactions, and owner-facing deliverables, it becomes part of the operating system that runs the business, a system of work rather than a system of record. Once it becomes infrastructure, the business itself can evolve. Infrastructure only emerges when multiple stakeholders operate on a shared foundation. No single contractor can create this alone, but they can benefit from a platform built with deep familiarity of their environment.
Phase one is about delivering unmistakable value by eliminating waste, compressing overhead, and lifting margin. You target the structural inefficiencies that every GC carries: design-to-field misalignment, preconstruction churn, submittal loops, coordination friction, and manual administrative work. Solutions in this phase lift margin quickly and build trust through outcomes observed directly inside the workflow, a pattern familiar to teams that work alongside contractors rather than outside them. And by embedding the system inside real workflows, this relationship creates the data foundation and organizational trust needed to open the next set of revenue lines.
Phase two is where the model breaks open. Once the solution is wired into the contractor’s workflows and the trust is established, entirely new revenue categories become viable. Preconstruction intelligence can be delivered as its own service. Procurement performance and OEM alignment can be monetized. Owners can be offered real-time portfolio insights. Turnover data can become the basis for long-term operational and maintenance services. These services only emerge when a platform can integrate owner requirements, OEM constraints, engineering logic, and contractor workflows into a single system. That integration requires teams who build semi-custom layers with contractors, informed by co-located work and deep curiosity about how projects actually unfold. These are new services that sit outside the contractor’s current commercial model. They change what the contractor sells and how they compete. They require integrated data, consistent engineering logic, and predictable procurement signals, none of which exist in the current fragmented structure and can’t be vibecoded.
This is the part of the future most firms overlook. AI doesn’t just make contractors faster or cheaper but rather it creates entirely new commercial opportunities. The shift comes from taking what used to be bespoke, hyper-specific solutions and making them accessible, standardized, and scalable across the entire ecosystem. This is where industry-wide improvement happens. It turns the contractor from a traditional builder-manager into a more integrated platform node that can sell insight, coordination, technical assurance, and risk intelligence in ways the current operating model can’t support. The second curve is only possible when the first curve succeeds.
The double hockey stick comes from this sequence. In the short term, contractor inefficiencies shrink and margin rises. Then in the long term, new revenue lines come online, and top-line performance accelerates. Only a deeply embedded solution can deliver both arcs. When a platform reflects the contractor’s true workflows and constraints, adoption spreads naturally because the system feels like an extension of their own operation.
This is the model we’ve build around. Our model is built on trust, and trust in construction comes from working alongside contractors, not above them. By embedding into contractor workflows, absorbing operational constraints, and building solutions together, we earn the right to influence their operations. This approach develops the kind of operational empathy that contractors respond to because it reflects their reality, not an outsider’s interpretation. We rebuild the data structure, connect engineering, OEM, and owner inputs, and align the system to the contractor’s economic levers.
Our long-term strategy is straightforward: help contractors become more profitable businesses, not just faster ones. The next phase of solutions must begin shifting from single-player tools to a multi-player model that connects contractors, engineers, OEMs, and owners into one system. Single-player tools create efficiency. Multi-player platforms create new markets. The solutions that can compress cost and expand service offerings will be well positioned to create and capture disproportionate value as the industry restructures. And the infrastructure enabling that shift will come from trusted relationships and partners who sit inside the operation, understand it deeply, and build toward a future where contractors aren’t limited by the business model they inherited. They are limited not by their talent but by the structure of their workflows, data, and commercial model, structures that can be rebuilt with the right partner.
That’s the future I’m aligned to.