Use cases · live demos

See what your agent sees.

Ten working demos — open one, turn on your camera, and watch an agent perceive the real world. Each has an Afferens toggle: raw guess vs verified read. Runs in your browser, on phone too.

Vision is live today. Spatial, acoustic and more are rolling out.

🤖▶ Live demo

Verify-before-act robot

Confirm the target before you move.

Point at a cup. The agent locks the target — but only acts when the read is verified.

Robotics · any acting agentOpen →
🧾▶ Live demo

Shelf / inventory auditor

Point a camera, get the shelf as data.

Pan across items — the agent builds a verified, structured count of what it sees.

Retail ops · merchandisingOpen →
🦺▶ Live demo

Safety-check drone

Hold until it reads clear.

Detects a person in the zone and refuses to green-light until the read is verified.

Industrial · construction safetyOpen →
🦯▶ Live demo

Surroundings narrator

Describe the scene out loud.

The agent perceives the room and speaks what it sees — accessibility, hands-free.

Accessibility · field workOpen →
🔍▶ Live demo

QC line agent

Flag and log with evidence.

Watches for a target item on the line and logs a verified pass/fail.

Manufacturing · QCOpen →
🛠️▶ Live demo

AR repair assistant

Identify the device, guide the fix.

Recognises the device in front of you and overlays the next step.

Field service · supportOpen →
🗣️▶ Live demo

Voice-first kiosk

Reacts to who it sees.

Sees a person approach and greets them. (Voice layer is roadmap; vision is live.)

Retail · receptionOpen →
📦▶ Live demo

Scan-to-Stock

Snap an item, it’s logged.

Point at objects — verified ones auto-log to stock.

Inventory · logisticsOpen →
▶ Live demo

GestureSense

Read presence and intent.

Real-time hand tracking — reads the gesture, not just the pixels.

Touchless kiosks · service robotsOpen →
💡▶ Live demo

Your idea

If the agent has to actually see — that’s the bar.

Anything where grounding an agent in the physical world is the hard part.

YouOpen →

Give your AI agents eyes.

One API call. Vision live now. 10,000 free tokens, no card.

Get your API key →Read the docs