The physical layer for autonomous
operations.
Cameras. Local inference hardware. General agents. We deploy the full physical stack that turns your facility into a self-operating system. Any model. No cloud. Your data never leaves.
Deploying at manufacturing facilities in Colorado and Florida
“Gather AI sees your warehouse. We run it. Cameras, local inference, general agents — the full physical stack that makes facilities self-operating. Agent-agnostic. Cloud-independent. Your data never leaves.”
Four layers. We own all of them.
From cameras on the floor to agents running operations — the full physical infrastructure that makes autonomous facilities possible. Total deployment: ~$15K + $3K/month.
Physical Hardware
Industrial cameras ($200), QR code systems, environmental sensors, mesh networks. The facility's nervous system — installed on-site, running 24/7. No drones required.
~$5K hardware per facilityLocal Inference
On-site servers running production-grade vision and language models. No cloud dependency. No per-token costs. Data never leaves the building. Agent-agnostic — swap any model, keep the infrastructure.
~$1,500 compute per siteGeneral Agents
Autonomous AI agents that see, reason, and act — not just monitor. They manage inventory, coordinate schedules, handle supplier comms, and fix problems without waiting for a human. 24/7, persistent memory, self-correcting.
Any model · Any taskOrchestration
Multi-agent coordination across your entire operation. Real-time ROI dashboard showing hours saved, tasks completed, decisions made. Remote fleet management so we optimize performance continuously.
Full visibility into agent workAgent-agnostic. Model-agnostic.
We don't care which AI model wins. GPT, Claude, Gemini, Llama, Mistral — swap the brain, keep the body. Every model improvement by anyone, anywhere makes our deployments more capable. We compound from AI progress instead of competing with it.
The difference between a thermometer and a thermostat.
Visibility is solved. Companies like Gather AI ($40M raised) proved massive demand for physical intelligence. But seeing a problem isn't fixing it.
Visibility Companies
They see the problem.
- Scan inventory with drones or cameras
- Show you what's on the shelf
- Send alerts when something is wrong
- Generate reports and dashboards
Versatly: See → Think → Act
We run it.
- See inventory is low via cameras + QR
- Think: evaluate options, plan next steps
- Act: update system, create order, notify supplier
- Log decision, adjust schedule, coordinate team
Any facility with a floor and a workflow.
Manufacturing
Autonomous inventory, production scheduling, quality control, equipment monitoring
Warehousing
Real-time inventory tracking, pick optimization, receiving/shipping automation
Food & Hospitality
POS integration, scheduling, supplier orders, compliance monitoring
Logistics & Distribution
Dock-to-dock intelligence, load optimization, fleet coordination
Real agents. Real operations. Right now.
Autonomous Inventory at a Pet Door Factory
Live deploymentA pet door factory in Colorado. Cameras watch the floor. QR codes on every SKU. An AI agent counts inventory in real-time while the team focuses on building. No clipboards. No spreadsheets. Deploying next week.
15 Hours Saved Weekly at a Restaurant
Real results todayA restaurant owner was spending 15 hours a week on scheduling, POS, and supplier orders. Now his agents handle it. He got his evenings back. Target: 40+ hours saved when all workflows go live.
Real-Time ROI Dashboard
Proof, not promisesEvery client gets a live dashboard. Hours your agents worked. Tasks completed. Time saved. You open it in the morning and see exactly what happened overnight. That's the kind of proof that sells itself.
of warehouses have zero automation
Full deployment cost
Cloud dependency
Edge AI market by 2033
Local-first. Private by design.
Your data stays on-site
Local inference, no cloud dependency. Your operations data never leaves your network.
Tamper-evident audit trail
Every agent action logged with hash chain verification. Full accountability.
Private by default
Agents run on your network, your hardware, your rules. No third-party data access.
Already deployed. Already delivering.
$45K Contract
Hale Pet Door — manufacturing deployment in Colorado
15 hrs/week saved
REMEMBR — restaurant operations in Florida
24/7 Uptime
Agents running autonomously in production
Simple. Transparent. Results-based.
Every engagement starts with a consultation. No surprises.
Consultation
$2,500–5,000
Understand your operations and design the plan.
- ✓Operations audit and workflow mapping
- ✓ROI analysis with hour-savings targets
- ✓Deployment plan with timeline
- ✓Fixed price, clear scope
Deployment
$10,000–25,000
Install infrastructure and launch agents.
- ✓Hardware installation (cameras, servers, network)
- ✓Agent deployment and configuration
- ✓Integration with existing tools and systems
- ✓2-4 week go-live
Monthly Care
$2,000–5,000/mo
We manage your agent fleet 24/7.
- ✓24/7 agent fleet management
- ✓Remote monitoring and updates
- ✓Quarterly capability expansion
- ✓Real-time ROI dashboard access
Frequently Asked Questions
Stop monitoring.
Start operating.
We walk your floor, map the workflows, and deploy the full stack — cameras, local AI, general agents. In weeks, not months. Your facility starts running itself.