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Home/Sectors/Robotics, drones & autonomous systems
Physical AI · Robotics, drones & autonomous systems · Robot lines · drones · vessels

Robot-dense lines, and the robots they build.

Robot cells, motion axes and vision stations produce a constant stream of joint, torque and image data. AgentMesh catches a drifting joint or gearbox before it scraps parts or stops the line, and keeps fleet health for drones and vessels that run disconnected and sync when they return.

robot cellsDeepVisionworks offline
Illustration: AgentMesh operator screen for a robotic assembly line: weld cell and spindle signals and a Lane A reject
Illustration · targets, not measured · click to enlarge
< 30 ms
reject decision · target
Lane A
reject gate, rework divert
Offline
fleets sync when they return
0
raw signals sent off site
01 — The problem

What gets in the way.

/drift

Drift scraps parts first

A worn gearbox or a drifting servo shows up as bad parts long before the robot faults.

/volume

Too much data to watch

Every cell streams joint current, torque, cycle and vision data. Nobody can watch all of it.

/field

Fleets that go dark

Drones and autonomous vessels spend hours or days without a link. Health checks have to run on board and catch up later.

02 — The agentic jobs

What AgentMesh does here.

Each job is a domain kit: connections, fingerprints, rules, a playbook and reports for one class of asset. A pod can run several.

/motion

Robot & Motion Health

Joint, servo, gearbox and spindle health on robots, motion axes and conveyors, with a drafted work order.

Lane A rejectwork order
/vision

Vision Quality Inspection

DeepVision at the cell on NVIDIA Jetson AGX Thor, fused with force, electrical and acoustic signals from the same cycle.

Jetson AGX Thorsensor fusion
/fleet

Fleet health for drones and vessels

Motor, battery and structure checks on board or at the dock, synced to the nearest AgentMesh pod when the link returns.

works offlinedock sync
03 — What it connects to

Into the systems you already run.

Connections go through the Unovie Gateway with allow-listed protocols. Everything is read-only unless the table says otherwise.

SystemHow AgentMesh uses it
Robot controllers and servo drivesread-only
Vision stations and camerasread-only
Cell controller and PLCreject / divert outputs only
MES and quality systemrecords out
Drone docks and vessel data linkssync on return
Work-order systemwork orders out
Never: AgentMesh never moves a robot axis and never overrides a safety PLC. Lane A acts only on reject gates and diverters; everything else is a request.
04 — The pilot

Six weeks, on your own data.

01

Site audit · no charge

An engineer reviews your sensors, network and control systems before anything is signed — a 1–2 day visit.

02

Weeks 1–2

Read-only connection, baselines from your history, replay of past events.

03

Weeks 3–6

Live findings in the agreed lanes, drafted records, a measured latency report.

04

Week 6

Results review and a signed evidence pack.

Pilot on one robot cell or one dock: replay of past joint and vision data in weeks 1–2, live reject decisions or flags in weeks 3–6.

Site audit: no charge, 1–2 days on site · 6-week paid pilot: $40–60K, credited in full against a production site signed within 90 days

05 — For your architects

The technical brief.

Robotics, drones & autonomous systems

Bring us one asset. We'll show you six weeks of evidence.

Engineers on site across Texas, serving programs nationally.