Evaluating only Doxel’s profile at its peak — without knowing the outcome — the model ranked Unit economics as the #1 likely cause. That’s exactly how it died.
Key Events Timeline
FOUNDING
Saurabh Ladha founded Doxel in Redwood City to use LiDAR robots and AI for construction progress tracking.
FUNDING
Raised $45M Series B; ran pilots with Turner Construction and Mortenson on $500M+ job sites.
LAYOFF
Cut 48 of 120 employees as per-project hardware costs of $250K made enterprise deals loss-generating.
SHUTDOWN
Shut down after software-only pivot failed; IP transferred to undisclosed acquirer, team dispersed.
Full Analysis
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Documented cause
Doxel raised $45M to deploy AI-powered construction progress monitoring using LiDAR robots and computer vision to detect schedule and cost overruns in real time on large job sites. Despite genuine technical innovation and pilots with Turner Construction and Mortenson, hardware deployment costs per project exceeded $250,000, making enterprise deals loss-generating at scale. CEO Saurabh Ladha cut 40% of the 120-person team in mid-2023. The company attempted a pivot to software-only 4D BIM analytics before shutting down in Q1 2024 and transferring IP to an undisclosed acquirer.
Lesson
“Hardware-intensive SaaS in construction must achieve sub-$50K deployment cost or the unit economics never work.”
Failure anatomy
Collapse type
Acqui-hire
📉 MEDIUM
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