Robot model
Flo Mobility Autonomous Material Handler
The Flo Hauler is a battery-powered autonomous mobile robot (AMR) built for material movement on construction and industrial sites.
- Manufacturer
- Flo Mobility
- Form factor
- service
- Maturity
- pilot
- Lifecycle
- active
- Deployments
- 3
The verified answer
As of Sep 2026, DEPLOY verifies Flo Mobility Autonomous Material Handler, a service by Flo Mobility (pilot): 3 verified deployments on record. 1 source back the record.
Overview
The Flo Hauler is a battery-powered autonomous mobile robot (AMR) built for material movement on construction and industrial sites. It carries loads up to 1.5 tonnes, navigates unstructured terrain using vision-AI (camera-first, LiDAR-free) with RTK GPS and inertial sensors, and processes all perception and path-planning on-board. Deployed across 10 Indian states for L&T, Godrej Properties, Sobha, and Embassy Group, plus initial deployments in Dubai and Abu Dhabi
Verified vs. claimed
- Maturity stage
- pilot(Small-scale deployment in controlled or trial conditions.)
- Sources on file
- View all sources →
Key facts
Form Factor
Maturity
Data & sources
Web sources
1
1 source backing this record.View all →
Pricing
No verified price is on record for Flo Mobility Autonomous Material Handler. Physical-AI systems are often sold through enterprise contracts or operated as a service rather than at a public list price.
Deployments (3)
Initial Flo Hauler AMR deployments in Abu Dhabi; Middle East expansion alongside Dubai
First international deployments of Flo Hauler AMRs in Dubai construction sites; part of Middle East expansion plan
Fleet of Flo Hauler AMRs deployed across construction sites in Bengaluru and 10 Indian states for customers including L&T, Godrej Properties, Sobha, Embassy Group, and Total Environment
Flo Mobility Autonomous Material Handler on the deployment map
View the global mapWhere Flo Mobility Autonomous Material Handler is verified operating. Explore the deployment map by place and type.
Recent activity
Every change to this record is dated, sourced, and independently verified where marked.
- Record createdAug 1, 2026
Added to the verified registry
- Deployment verifiedVerifiedFeb 1, 2026
at Abu Dhabi
- Deployment verifiedVerifiedFeb 1, 2026
at Dubai, United Arab Emirates
- Deployment verifiedVerifiedJan 1, 2024
at Bengaluru
Safety record
No incidents on record for Flo Mobility Autonomous Material Handler.
Only active incidents are counted. Retracted incidents are excluded from this summary but remain reachable at their canonical URLs.
Sources (1)
Common questions
What is Flo Mobility Autonomous Material Handler?
How much does Flo Mobility Autonomous Material Handler cost?
Is Flo Mobility Autonomous Material Handler actually deployed in the real world?
Who makes Flo Mobility Autonomous Material Handler?
Where is Flo Mobility Autonomous Material Handler deployed?
Can you buy Flo Mobility Autonomous Material Handler?
What are alternatives to Flo Mobility Autonomous Material Handler?
How does Flo Mobility Autonomous Material Handler compare to Tally?
Is Flo Mobility Autonomous Material Handler a top service?
What is Flo Mobility Autonomous Material Handler's maturity stage?
Is Flo Mobility Autonomous Material Handler safe?
Methodology: Verified · 1 source (no primary) · last reviewed 2026-08-09
Verification posture
Verified
Low confidence
Review state
Stable
Last reviewed 2026-08-09
Maturity + lifecycle
Maturity stage: pilot
Lifecycle: active
Architectural position
Cohort: service
Sources by quality tier
- 1
- unclassified
- Unclassified source
The framework is documented at /methodology. Corrections at /corrections. Reviewer: DEPLOY editorial team.
Methodology surface for Flo Mobility Autonomous Material Handler.Attention vs reality over time
Media mentions per month (area) against verified deployment events (dots). A press spike over a flat deployment line is the hype gap, drawn over time.
Machine-readable surfaces
- Markdown mirror: /models/flo-mobility-amr.md
- JSON-LD: embedded in this page’s head
- REST API: /v1/models/1df9aa94-b1d1-4e1f-a31c-88bc3982ef8b
- Revision history: /models/flo-mobility-amr/history
- Data documentation: /data
- Query this programmatically: Deploy MCP
Reality vs attention
Flo Mobility Autonomous Material Handler has insufficient attention data but verifies reality at the 78th percentile among service robots.
6-month trend
Analysis
Limited independent press and video coverage to date.
Signal flags
Dimension breakdown
Verified signal
Attention (reach, not merit)
DEPLOY Intelligence scores are computed from verified registry data: confirmed deployments, disclosed funding rounds, regulatory filings, active job listings, video viewership, and press coverage. Confidence ratings reflect data availability. Scores update nightly.
DEPLOY Indices — verified vs claimed
Last computed: Sep 16, 2026