Gravis Robotics vs Pronto
Two retrofit autonomy systems for earthmoving fleets, one for the machines that dig and one for the trucks that haul. Not like-for-like (our reading): Gravis Robotics fits a rooftop RACK kit to existing excavators and wheel loaders and directs them from its Slate tablet for tap-to-dig excavation and truck loading, while Pronto retrofits haul trucks with a camera- and GNSS-based autonomous haulage system for mines and quarries, dispatched from a smartphone app. Vendor pages read Oct 20, 2026; desk research, not tested, no winner.
In short: Gravis Robotics (Autonomous earthmoving; no public prices (quote / sales)) vs Pronto (Autonomous haulage; no public prices (quote / sales)). Facts last checked Oct 20, 2026. No winner declared; not tested.
Side by side
| Sheet row | Gravis Robotics | Pronto |
|---|---|---|
| Category | Autonomous earthmoving | Autonomous haulage |
| AI role (our label) | AI-first | AI-first |
| What it does | Retrofit kit that turns existing construction machines into autonomous, terrain-aware excavators that crews direct from a touchscreen. It adds the Gravis RACK (compute and control hardware), sensors, and a touchscreen control. Vendor claims up to 30% higher throughput (vendor claim, not verified). Site news reports a $200M raise for construction autonomy. Re-checked Oct 19, 2026: the Series A post (Aug 17, 2026) says SoftBank is investing $200 million. The RACK page says the rooftop kit fits excavators and wheel loaders from 10 to 100-plus tons and has been installed on a dozen brands (the post names Caterpillar, Case, Develon, John Deere, JCB, Hitachi, Sumitomo, Yanmar and Volvo); machines need electro-hydraulic pilot controls, and legacy mechanical pilot valves can take a retrofit EH valve. It lists a forward camera and LiDAR, edge compute that keeps working offline, GNSS RTK masts with cameras and 3D LiDAR, and truck detection for loading; trucks, dozers, forklifts and graders are not supported. The Slate tablet offers in-cab copilot, field command and remote orchestration of one or more machines, tap-to-dig jobs defined from CAD/BIM geometry or on-site reference points, live cut/fill coloring and AR overlays of georeferenced models. The post also says Gravis leads an $8 million UK government-backed CAM Pathfinder project with Flannery Plant Hire. The 30% figure is stated against peak manual operation (vendor claim). Re-checked Oct 20, 2026: unchanged in substance; the RACK page also describes surround-view cameras with low-latency video for supervision and remote control, autonomous tasks that dump into a spoil pile, hopper or truck, and an integrated wireless stop on Slate; the homepage's latest news item is still the Aug 17, 2026 raise. | Off-road autonomous haulage system (AHS) for mines, quarries, and other rugged industrial sites. Vendor says its software learns a haul route after an operator drives it manually once, and operators then dispatch trucks to saved routes from a smartphone app. It describes a camera- and GNSS-based hardware stack (instead of radar and lidar), machine-learning object detection meant to reduce false positives, a retrofit drive-by-wire kit, and ADAS, collision-avoidance, or L4 autonomy depending on site maturity; it says the system is OEM, vehicle, and application agnostic (vendor claims). Pronto's newsroom lists its acquisition of SafeAI (July 15, 2025), and safeai.ai now redirects to pronto.ai. The newsroom also says Atoms, the physical AI company founded by Travis Kalanick, completed its acquisition of Pronto on April 6, 2026, and that Pronto now anchors Atoms Mining; it also lists a strategic partnership with Hitachi Construction Machinery (July 15, 2026) and an expansion to two more Heidelberg Materials sites (April 30, 2026) (company statements). Re-read Oct 18, 2026: the solution page adds programmable site rules of the road, all-stop buttons in manually operated equipment, redundant neural networks, a smartphone app that replaces an AHS control room (access control, fleet location and performance, per-truck fuel, payload and utilization), over-the-air updates, and a subsidiary, Pollen Mobile, that builds private LTE networks for mine sites. Re-read Oct 19, 2026: the newsroom also lists AHS Editions, a tiered autonomous haulage portfolio (Feb 5, 2026), a mixed-fleet quarry milestone of two million tons hauled (Jan 15, 2026) and Komatsu Smart Quarry Autonomous, powered by Pronto, for quarry-size trucks (Aug 7, 2025) (company statements). Re-checked Oct 20, 2026: unchanged in substance; the newsroom's latest item is still the Hitachi Construction Machinery partnership (July 2026), and the solution page still describes route learning from one manual drive, smartphone dispatch, all-stop buttons in manned equipment and the Pollen Mobile LTE subsidiary. |
| Who it's for | Earthmoving contractors with existing excavator fleets. | Mine, quarry, and other off-road site operators running haul trucks. |
| Pricing (as publicly stated) | No public prices found (checked Oct 16, 2026; unchanged Oct 19, 2026, /pricing still not-found; the RACK page mentions turnkey rental and purchase options for Gravis-equipped machines through local dealers and rental providers, with no figures): the vendor site has no pricing or plans link in its navigation or footer, and /pricing and /plans return a not-found page. Confirm current pricing with the vendor. Re-checked Oct 20, 2026: unchanged (/pricing still returns a not-found page; turnkey rental and purchase through dealers and rental providers mentioned with no figures). | No public prices found (checked Oct 16, 2026; re-checked Oct 18 and Oct 19, 2026): the vendor site has no pricing or plans link in its navigation or footer, and /pricing and /plans return a not-found page. The site's calls to action include "Contact us". Confirm current pricing with the vendor. Re-checked Oct 20, 2026: unchanged (/pricing returns a 404 page; calls to action are Contact us and sales@pronto.ai). |
| User reviews | No reviews yet. Read or write | No reviews yet. Read or write |
| Vendor links | ||
| Sources |
Facts last checked: Oct 20, 2026. Prices change; check the vendor page before relying on them.
Where the vendor descriptions differ
- Machines: Gravis supports excavators and wheel loaders from 10 to 100-plus tons for construction, quarry and mining work and says the RACK has been installed on a dozen brands; it does not support trucks, dozers, forklifts or graders. Pronto automates haul trucks and says it is OEM, vehicle and application agnostic, including class 8 haulers and support vehicles.
- Retrofit requirements: Gravis needs machines that can be controlled electronically (electro-hydraulic pilot valves); machines with legacy mechanical pilot valves can take a retrofit EH valve from a local hydraulic shop or its partner network. Pronto fits a retrofit drive-by-wire kit and says implementation needs little if any infrastructure change, but wireless connectivity is required for every deployment; its Pollen Mobile subsidiary builds private LTE networks for mine sites.
- Sensors and compute: Gravis lists a forward camera and LiDAR, rear GNSS RTK masts with HDR cameras and 3D LiDAR, surround-view cameras and automotive-grade edge compute that keeps working offline. Pronto describes a camera- and GPS-based stack that it says is lighter and cheaper than radar- and lidar-based systems, with machine-learning object detection and redundant neural networks.
- Setting the work: Gravis jobs are defined on Slate from CAD/BIM geometry or reference points set by touch, bucket or XYZ values, run as in-cab copilot, field command or remote orchestration of one or more machines, with live cut/fill coloring, AR overlays of georeferenced models and dumping into a spoil pile, hopper or a detected truck. Pronto learns a haul route after an operator drives it once; operators dispatch trucks to saved routes from a smartphone app that also shows fleet location and per-truck fuel, payload and utilization, with programmable site rules of the road.
- Safety controls: Gravis's Slate tablet has an integrated wireless stop. Pronto puts all-stop buttons in manually operated equipment that works around its trucks and offers driver assistance, collision avoidance or L4 autonomy depending on site maturity.
- Together on one site: a Gravis excavator detects and loads dump trucks; Pronto runs the trucks. Neither vendor's pages describe an integration between the two.
- Company news (vendor statements): Gravis's Aug 17, 2026 post announces a $200M raise. Pronto's newsroom says Atoms acquired it on April 6, 2026, and lists a Hitachi Construction Machinery partnership (July 2026), Komatsu Smart Quarry Autonomous powered by Pronto (Aug 2025) and its July 2025 acquisition of SafeAI.
- AI tags: both stay AI-first (Gravis describes learning-based, soil-aware control and an AI perception stack; Pronto's autonomy runs on machine-learning detection).
- Pricing (checked Oct 20, 2026): neither publishes prices, and /pricing returns a not-found page on both sites. Gravis mentions turnkey rental and purchase of Gravis-equipped machines through local dealers and rental providers, with no figures; Pronto's calls to action are Contact us and a sales email address.
- Not used here: Gravis's up-to-30% throughput claim and "trusted by" line, Pronto's labor, fuel, insurance and tonnage claims and haul-truck deployment counts, and both vendors' customer quotes. Neither tool has been tested by Means & Methods Lab.
Paraphrased from the sources listed above. Vendor claims are reported as claims.
What users say
The facts above come from vendor websites. Whether either tool is any good for your work is something only people who use them can say. These are member reviews, all ratings shown, never edited or removed for being negative.
Gravis Robotics
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Pronto
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Used either of these? Share your take
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Questions to ask in your review
- Whether Gravis and Pronto have run together on one site, with an autonomous excavator loading autonomous trucks
- Cycle times and grade accuracy against a human operator for Gravis, and against manned trucks for Pronto
- Whether Pronto suits construction-site haul roads as well as mines and quarries
- Total cost of the retrofit, connectivity and support for each
- What did you use it for, on what kind of work and project size?
- How long did setup and training take, and who on your team did it?
How reviews work: review guidelines and methodology. All reviews: reviews hub.
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