There is a profound disconnect in how we build and maintain the physical world. For an industry worth trillions of dollars, the fundamental act of bidding for work — whether in commercial construction, landscaping, or paving — remains painfully archaic. We ask highly skilled estimators to spend hours driving to sites with measuring wheels or painstakingly tracing lines over complex blueprints just to count materials. This process, known as a “takeoff”, is the ultimate bottleneck. When a company’s growth is hard-capped by how fast a human can manually measure a property, estimators are reduced to data-entry clerks, leaving absolutely no time for strategic advisory or value engineering.
It takes a deep, grounded empathy for these operators to look at this massive offline friction and build a system that elegantly industrializes it. That is exactly what Shiva Dhawan and Rishabjit Singh are doing with http://Attentive.ai.
With http://Attentive.ai, the team isn’t just launching another basic workflow app for contractors. They are building the autonomous, AI-powered operating backbone for the built environment.
The engineering under the hood is transformative. Instead of relying on manual measurement, http://Attentive.ai deploys advanced computer vision models that seamlessly ingest high-resolution satellite imagery and dense construction blueprints. The platform autonomously identifies boundaries, parses complex site details, and calculates precise material quantities in minutes.
The true moat here is the sheer visual accuracy and programmatic scale. http://Attentive.ai doesn’t just give you a rough guess; it delivers bid-ready, highly precise measurements across multiple sites simultaneously. It completely abstracts away the grueling busywork of the takeoff, allowing estimators to focus entirely on outcome-based selling and actual value engineering — crafting the most efficient, cost-effective solution for the client rather than just counting square footage.
The market? General contractors, massive commercial landscaping fleets, and field service businesses desperate to scale their revenue without linearly scaling their estimating headcount. By shrinking a ten-hour site measurement into a few minutes, http://Attentive.ai allows teams to bid faster, bid more often, and bid with uncompromising confidence.
Seeing these head-down builders apply deep AI to the oldest, most foundational sector of our economy is deeply inspiring. They are quietly rewriting the playbook for how the physical world gets built and maintained, giving the builders of our cities their momentum back.
Let’s celebrate the builders.
w/ Jay Ingle
