Doxel

Doxel's pitch is narrow and it sticks to it: measure what has actually been built, compare it to the plan, and surface the gap early enough to act. The mechanics are documented on the homepage — send the BIM, walk the site with a hard-hat-mounted 360 camera, let computer vision measure work-in-place for every trade, system, and stage. That third step is the whole product, and it's why Doxel isn't a dashboard bolted onto someone else's model; the comparison of captured reality to modelled scope at component level is the proprietary piece. Strengths worth naming. Component-level and trade-level measurement rather than a coarse percent-complete number. Forecasting built on historic production rates, which is how you get from 'we're behind' to 'here's the schedule impact'. Out-of-sequence and incomplete work flagged before rework costs you. A unified portfolio view for owners running multiple buildings. Unlimited users, so you aren't rationing seats across owners, GCs, and trade partners — the pricing page explicitly says they don't charge by the seat. And the onboarding promise is unusually low-friction: send the BIM, start in under two weeks, no VDC work for your team. Weaknesses and friction. Everything depends on two inputs you must supply — a BIM model and regular 360 capture walks. Sites without a usable model, or with camera and privacy restrictions, are out of scope. Someone still has to walk the building on a cadence. And pricing is the real gate: Doxel says plainly that cost depends on the capabilities you need and the amount of construction you do or the size of the individual jobsite, generally charged by the square foot. That structure rewards volume and penalises small jobs — a single small site gets less leverage than a multi-building programme, which is exactly what the vendor says about running more jobsites. Where it fits. Owners and GCs on schedule-sensitive, BIM-heavy work: data centers, healthcare, life sciences, manufacturing, semiconductors, oil and gas. Project executives who need one source of truth across a portfolio, superintendents who want weekly production tracking and manpower scheduling inputs, and BIM/VDC leads who would rather Doxel absorb the model work than add it to their queue. The customer quotes point at the same use pattern repeatedly — projections, manpower scheduling, weekly production tracking, visual progress reports shown to CFOs, and trade-level learning across projects. Where it doesn't. Small renovations where a 360 walk is impractical, teams unwilling to adopt the camera hardware, and anyone who hasn't embraced BIM. If you only need photo documentation and a timeline of the site, Doxel is heavier machinery than the job requires. If your problem is genuinely schedule risk on a large BIM project, the value case is easier to make — the difficulty is proving it before you've priced your square footage.