Edge AI · Computer Vision · Real World

Making the
invisible visible.
At the edge.

Arthlabs builds Edge AI computer vision systems that bring intelligence to the real world — no cloud dependency, no latency, no compromises. Value isn't a metric. It's our operating principle.

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Edge inference latency
0
Cloud dependency
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Active pilot verticals
Value created per deployment
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Value is our
name.

Computer vision has always existed. What hasn't existed is making it accessible, deployable, and genuinely valuable for real-world operators — without enterprise budgets or cloud lock-in.

Arthlabs exists to close that gap. We build compact, intelligent vision systems that run entirely at the edge — in your restaurant, on your factory floor, inside your space. Wherever there are humans, processes, and value to unlock, we can see it.

🔒
Edge-First. Always.
Every frame processed locally. Your data never leaves your premises. No third-party servers, no latency, no privacy tradeoffs.
Real-Time Intelligence
Sub-50ms inference means decisions happen as events unfold — not seconds later. Perception at the speed of operations.
🎯
Value Over Complexity
We don't build technology for its own sake. Every system we deploy must create measurable, real-world value for the operator on day one.
🌐
Built for the Real World
Variable lighting, crowded environments, non-ideal camera angles — our models are trained for reality, not controlled lab conditions.
How It Works

Perception at the edge.

01
📷
Camera Sees
A standard camera — often one already on-site — captures the live environment. No special hardware required.
02
🧠
Edge Device Thinks
Our compact AI module runs inference locally — no internet, no cloud. Every frame processed in under 50ms.
03
📊
Dashboard Knows
Results surface instantly to a live dashboard — occupancy, status, alerts, trends — accessible on any device on your local network.
04
💡
Operators Act
Real insight drives real decisions. Tables turned faster, defects caught earlier, staff deployed smarter.

Where vision
creates value.

We deploy in verticals where real-time visibility changes operational outcomes.

SightServe

Your restaurant floor generates thousands of data points every service. Right now, none of them are captured. SightServe changes that — using computer vision to give you real-time intelligence on every table, every turn, every service moment.

Real-time occupancy
No new hardware
Works with existing cameras
Edge AI — data stays on-site
Join the Pilot → Talk to us
arthlabs.ca/demo · SightServe Floor View
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Revenue walks out
the door untracked.

Poor Table Turnover

Tables sit idle between seatings while guests wait at the door. Without visibility, your floor can't be managed — only guessed at.

No Real-Time Floor View

Managers walk the floor to check table status. Hosts guess availability. There is no single source of truth for what's happening right now.

Staff Pulled from Service

Manual tracking of table states pulls staff attention away from guests. Time spent counting is time not spent serving.

Complete floor intelligence.

📺
Live Table Availability Dashboard

Every table's status in real time — occupied, available, or turning over — visible from any device on your network. No more floor walks to check status.

📈
Peak Hours & Turnover Analytics

Understand exactly when your floor peaks, how long tables take to turn, and where your slowest zones are. Data you can act on every shift.

🔔
Idle Table Alerts

Automatic alerts when a table has sat empty too long. Your team gets notified the moment a turnover opportunity is being missed.

🤝
Service Touchpoint Tracking

Track service moments across tables to help managers identify gaps, coach staff, and ensure every guest receives consistent attention throughout their visit.

We're selecting our first partners.

We're looking for a small cohort of restaurants to run SightServe live — at zero cost. In exchange, we ask for honest feedback and the opportunity to shape the product alongside you.

What We Bring
  • Full camera installation on your premises — non-intrusive, ceiling-mounted
  • SightServe system set up and configured at no cost to you
  • Live dashboard access for your entire team
  • Weekly insights reports tailored to your floor
  • Ongoing monitoring and iteration throughout the pilot
What We Ask From You
  • Access to install one camera on your floor
  • A Wi-Fi connection for the device
  • One staff contact for periodic feedback check-ins
  • 2–4 weeks of pilot time
  • Honest, candid feedback on what works and what doesn't
Free Pilot · No Commitment.

We're based in Toronto and focused on restaurants ready to run smarter.

Start the Conversation →

See it work.

SightServe detecting seat availability in real time using computer vision.

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A CV lab
built on value.

Arthlabs is a computer vision lab engineering intelligent, edge-deployed AI systems for the hospitality and manufacturing industries.

We operate from Toronto, Canada — building systems that work in the real world, for operators who don't have the time or budget for systems that don't.

01
Edge Over Cloud
We believe computation should happen where the data originates. Every system we build runs locally — faster, safer, and more reliable.
02
Operator-First Design
We build with operators, not for them. Every pilot is a co-creation. If it doesn't make your operation tangibly better, we haven't done our job.
03
Defensible by Default
Our edge AI approach creates a technical moat that cloud-dependent alternatives can't replicate — and your data sovereignty is always protected.
04
Value Is the Metric
We measure success not in model accuracy or system uptime, but in whether the people using our systems make better decisions because of them.

Let's build
something real.

Whether you're a restaurant owner curious about SightServe, an investor interested in edge AI, or an accelerator looking to back a technical founder — we want to hear from you.



📨 vishal.a.chaskar@gmail.com
Join SightServe Pilot → arthlabs.ca