Physical AI for the enterprise.
See your operation before it breaks.

Cameras, sensors and machines Runs on your premises Approvals and audit logs ROI in downtime avoided
Pilot length90 days
Pilots open worldwide Book a pilot

Arc · Physical AI

AI that understands
the physical world.

Most enterprise AI reads documents and email. Arc reads the rest of the business: cameras, machines, PLCs and sensors. It learns what normal looks like on your floor, flags what isn't, and tells your team before a fault costs a shift.

Arc grew out of Frontier's consulting work. Our clients' biggest losses kept happening on the floor, in machines and sites that no spreadsheet could see, so we built for them.

See how Arc works
Manufacturing

Machines that tell you before they break

Vibration, temperature and current anomalies caught before they turn into downtime.

Factories & cities

Safer sites and streets

Camera-based safety monitoring for production floors, intersections and public spaces.

Logistics

Stock and deliveries, seen from the floor

Inventory levels, loading bays and deliveries tracked by camera and sensor, not by clipboard.

Quality & compliance

Proof the job was done

Task verification from video and sensor data, with every alert and action logged.

01 / 04

What Arc fixes

Machines don't report until they fail.

A compressor or press that breaks mid-shift costs a full line's output before anyone sees it coming.

Cameras record, but nobody watches.

Hours of footage sit on a recorder until something has already gone wrong.

Cloud AI means shipping footage offsite.

Video of your floor and your people, and data from your machines, is the last thing most companies want on someone else's servers.

The Arc view

Your whole floor,
at a glance.

Every machine, camera and sensor on one live map. Blue is running normally, amber needs watching, orange needs someone now. Select a machine to see why.

Plant 2 · Lines 1–4 Live 20 normal2 watch1 alert1 offline
NormalWatchAlertOffline
P-14 · CompressorAlert

Vibration 18% above its normal band since 02:10.

00:0006:0012:0018:00Now
Uptime today98.6%
Downtime avoided11.5 h
Open alerts1

Example view with illustrative data.

Capabilities

Pilots open

Four things Arc
does on day one.

Arc runs on hardware at your site and connects to the cameras, PLCs and sensors you already have. Start with one line, then expand across plants.

Anomaly detectionVibration, temperature and current readings that drift from normal.
Predictive maintenanceMaintenance booked before a breakdown, not after.
Task verificationConfirms a job was really done, from video and sensor data.
SafetyCamera-based monitoring for factory floors, intersections and public spaces.

Where Arc starts

  • ManufacturersSemiconductors, electronics and auto parts: line monitoring, quality checks, predictive maintenance.
  • Cities and governmentTraffic, flood and disaster response, with camera and sensor data kept local.
  • Logistics and constructionEquipment use, deliveries and site safety.
Pilot offer

Start with one production line.

A 90-day predictive-maintenance pilot at one factory. We connect the line's sensors and machines and count the return in downtime avoided, in your own currency.

  • Day 1–14Connect sensors, PLCs and maintenance logs
  • Day 15–60Learn normal behavior and flag anomalies for your team
  • Day 61–90Measure downtime avoided and report the ROI
Book a pilot

From one line to every plant.

Arc starts by watching one production line, learns what normal looks like, and only acts within limits your team sets. Select a stage below.

Sees the whole
operation.

Arc reads the physical side. Frontier connects the digital.

Arc: CCTV cameras, machines, PLCs and sensors, deliveries and foot traffic, the parts of your operation that never reach a spreadsheet.

Your footage never leaves your site.

Arc processes video and sensor data on hardware at your site. Frontier builds inside your own systems or your own cloud account, never a shared one. That matters to banks under their regulators' rules, cooperatives with member records, and public agencies bound by data-protection laws such as GDPR and the Philippines' Data Privacy Act.

frontier.

Enterprise AI consulting · Where Arc began

The digital side,
run by Frontier.

Frontier is the consulting business Arc grew out of, and it is now Arc's enterprise AI consulting arm. It builds agents for the work that lives in spreadsheets, inboxes and chat threads, like finance, inventory and reporting, and connects them to what Arc sees on the floor.

Weeks 1–3

Diagnose

Map the workflow, the data behind it and the people who own the outcome.

  • Workflows scored on money saved and data readiness
  • Baseline metrics agreed with the owner
  • One department chosen to start, usually finance
Weeks 4–12

Build

Ship working agents to real users, behind approvals and controls.

  • Agents for invoices, receivables and reorders
  • Data cleanup and connectors to ERP and accounting
  • Approval limits and a full audit log
Weeks 13+

Scale

Hand over, then repeat in the next department.

  • Your team trained to own the system
  • Managed support and monitoring
  • Value reported every quarter
AI strategyFinance agentsSystems integrationData cleanupGovernance and auditTraining and handover
Talk to Frontier
6:30 AM · What happened · ArcLine 3 compressor vibration rose 18% overnight.
Maintenance is booked for Saturday, 6 AM.
6:30 AM · What I did · FrontierMatched 212 supplier invoices to their POs.
$420,000 is ready for your approval.
6:30 AM · 3 decisions for youApprove an $18,000 reorder from a new supplier?

One brief every morning.

Here's what happened, here's what I did, and here are three decisions for you. Arc's alerts from the floor and Frontier's agents from the back office land in one short list. Example brief; figures are illustrative.

Never "fully
autonomous."

Across Arc and Frontier, you decide what may happen on its own. The left column grows only as the system earns trust.

Runs on its own
Invoice matching, payment reminders, reorders
Daily operations and exceptions reports
Flagging machine anomalies, scheduling maintenance
Drafts, a human approves
Payments above a limit, hiring shortlists
Supplier negotiations, customer escalations
Budget changes
Stays with humans
Strategy and pricing changes
Firing, legal and board matters
Anything needing legal or regulatory sign-off
In development

Next: the Arc box.

Everything Arc and Frontier do, packaged in one private AI box for your factory, office or data center, on hardware you own. Specs, pricing and availability will be announced later.

Register interest

What we're
building inside.

The box brings Arc's physical intelligence and Frontier's agents onto one machine you own. Select a planned layer to see what it will do.

The boxRack or desk unitOpen modelsRemote updatesFleet management

The box

Planned on-premise AI hardware that runs open models on equipment you own, in rack or desk form, with fleet management, remote updates and model swaps handled by us.