Add Proactive AI
to Your Product

Integrate Proactor API to bring scene perception, real-time intent extraction, and task execution to your applications and devices.

Apply API

Built for Any Product

Whether you're building software applications or hardware devices, add proactive AI capabilities in minutes

AI Glasses & Wearables

Always-on awareness across changing contexts.Seamlessly recognize scene shifts — from meetings to commutes to shopping — and identify user needs as they move through their day. Surface the right information at the right moment, wherever they are.

Voice Recorders & Audio Cards

Understand conversations as they happen.Go beyond recording — analyze audio streams in real-time to identify key moments, decisions, and potential tasks, then provide intelligent context and suggestions on the spot.

AI Agent

Turn reactive agents into proactive partners.Equip your AI agents with scene perception and real-time intent extraction. Let them understand what users need before being asked — and take action at the right moment with the right context.

Robots & Smart Home Devices

Understand the home, serve the moment.Perceive ambient conversations in real-time, detect implicit needs around comfort, health, and schedules — then offer helpful suggestions before users have to ask.

See It in Action

Real-world examples of how Proactor API transforms raw input into proactive intelligence

Real time Meeting

Online sales dropped 18% this quarter. What's going on?
KIND and RXBAR are running heavy promos. Should we match their pricing?
That kills our margins. What about more paid ads?
CAC is already climbing. Not sure that's the answer.
I've been reading reviews - people love the taste, but a few said the bag is too big. Can't finish before it goes stale.
Weird complaint for a snack.
Anyway, let's focus on the pricing strategy first...

Detected issue with context

Some customer reviews suggest that the product's packaging bag is too large, causing the snacks to go stale before they are finished. This issue needs to be understood in the context of declining sales, as it may be related to product satisfaction and repeat purchase rates and could be a contributing factor to the sales decline.

Deliverable

Provide best practices for packaging design in the snack industry, methods for collecting and processing packaging-related customer feedback, and potential strategies to address the reported issues of oversized packaging bags/product staleness.

AI advice

📦 Launch online-exclusive small packs and trial sizes:

Target solo living, small households, and health-function consumers; develop portable packs and mini variety packs; keep the trial price low to reduce first-purchase concerns.

🏪 Introduce small-pack/bulk-by-weight counters offline in parallel:

Align with each store's actual conditions by setting up a small-pack zone / mixed bulk-by-weight area.

https://www.snackandbak…

https://www.euromonitor…

Wearable-device-after a morning run

[Vision-20 minutes ago]
User running outdoors, sunny day, visibly sweating.
[Vision-2 minutes ago]
User entered home, still in running clothes, sweat on forehead and neck.
[Vision-Current]
User opens freezer, reaches for an ice-cold water bottle.
[Audio-Current]
User (heavy breathing): God it's hot... need something cold...

Detected issue with context

After running outdoors in hot weather, the user returns home still sweating heavily and breathing rapidly, and immediately wants to drink "ice water/very cold things" to cool down. There is a risk of elevated post-exercise body temperature and dehydration, and consuming overly cold beverages right away may cause discomfort.

Deliverable

Provide a set of post-high-intensity exercise body cooling steps and recommendations for drinking water temperature.

AI advice

❄️ Cool down your body

Walk slowly and take deep breaths for 3–5 minutes. Move to a shaded, well-ventilated area. Wipe off sweat, and rinse with lukewarm/cool water or apply a lukewarm/cool towel to areas over major blood vessels such as the neck.

💧 Rehydrate

Chugging ice water right after a run can shock your system and cause stomach cramps. Sip room temp water first for 10 minutes, then go cold.

3 Layer to Proactive AI

From perception to action, a progressive intelligence stack that adapts to any product

L1Context Perception

Process real-time audio stream to extract scene context and live transcript.

Input

Real-time audio stream

output

Scene context & transcript