There’s a quiet shift underway in preconstruction. The role of the estimator, once synonymous with quantity takeoff has bifurcated. Across the industry, some estimators are leaning into pricing strategy, scope alignment, and client-facing leadership. Others remain heads-down in detailed takeoff, sheet after sheet. Neither path is wrong, but the tools we rely on haven’t evolved fast enough to support either side well.

Takeoff isn’t just counting. It’s how estimators learn a project. It’s where risk is uncovered early, gaps in scope are identified, and opportunities are found long before a GMP ever hits the table.

That’s why many firms are hesitant to push takeoff to offshore teams or external vendors. Outsourcing this step often means outsourcing understanding — and that’s not something most estimators are comfortable with.

At the same time, the pressure is real: deadlines are tighter, and teams are stretched. There’s a need to move faster without disconnecting from the detail.

𝗥𝗲𝗶𝗺𝗮𝗴𝗶𝗻𝗶𝗻𝗴 𝘁𝗮𝗸𝗲𝗼𝗳𝗳, 𝗻𝗼𝘁 𝗿𝗲𝗽𝗹𝗮𝗰𝗶𝗻𝗴 𝗶𝘁

That’s the thinking behind Melt Takeoff — a tool we’re building to bridge this divide.
Melt uses AI to assist estimators in extracting quantities with accuracy and speed, while keeping them anchored in the context of the project. It’s designed to reflect how estimators actually think, not how software thinks they should.

We’re not automating decision-making. We’re reducing the tedium so estimators can stay focused on what matters.

And for junior estimators, Melt helps accelerate learning, not by skipping steps, but by clarifying them. It highlights patterns, inconsistencies, and gaps, helping them move from counting to understanding faster and with more confidence.

𝗧𝗼𝗼𝗹𝘀 𝘀𝗵𝗼𝘂𝗹𝗱 𝗺𝗮𝘁𝗰𝗵 𝘁𝗵𝗲 𝗿𝗲𝗮𝗹𝗶𝘁𝘆 𝗼𝗳 𝘁𝗵𝗲 𝗷𝗼𝗯

Estimators today are expected to do more than ever. They aren’t just quantity surveyors. They’re strategists, advisors, and partners in project success. If we want to unlock that potential, we have to give them better tools — ones that keep them close to the project while freeing up time for the higher-level work only they can do.

That’s what we’re building with Melt Takeoff. And we’re just getting started.

If you’ve ever thought, “I can’t afford to outsource this… but I can’t afford to stay buried in it either,” you’re not alone.

‍