AI Models
Edge models, domain models, and private AI. Signed artifacts. Runs on your hardware.
Save 33% vs. individual licenses. Ed25519 signing included.
Individual Models
Wake Word
on Snapdragon X2 Elite CRD
Build a product people can talk to without sending their voice to Amazon or Google. Works on a $5 chip.
Energy
18.4 μJ
Median
272 μs
MCU RAM
322 KB
CR2032
32 days
ECG Arrhythmia
on Snapdragon X2 Elite CRD
Screen thousands of patients for heart problems in places where specialists don’t exist and wifi doesn’t work.
Energy
19.6 μJ
Median
101 μs
TS Anomaly
on Google Pixel 10 Pro XL
A plant manager avoids unplanned downtime. A building owner catches an HVAC failure before tenants complain. Runs for a year on a battery.
Energy
15.6 μJ
Median
78 μs
MCU RAM
16 KB
CR2032
387 days
NanoVision
on Snapdragon X2 Elite CRD
Add basic “eyes” to any product — quality inspection, package detection, security presence — without a GPU or cloud connection.
Energy
18.4 μJ
Median
354 μs
MCU RAM
258 KB
CR2032
13 days
FinSense EN
on Snapdragon X2 Elite CRD
Financial advisors, traders, and analysts who need to read sentiment from news faster than they can read the article.
Energy
19.2 μJ
Median
125 μs
Speech Emotion
on Snapdragon X2 Elite CRD
Call centers that want to help angry customers faster. Therapy apps that track mood over time. Cars that detect driver stress.
Energy
21.2 μJ
Median
411 μs
Bearing Anomaly
on Google Pixel 10
Any rotating machine: motors, pumps, compressors, fans, CNC spindles. The sensor pays for itself the first time it catches something.
Energy
18.4 μJ
Median
122 μs
MCU RAM
82 KB
CR2032
154 days
HAR Activity
on Snapdragon X2 Elite CRD
Fitness apps that auto-detect workouts. Physical therapy tracking. Worker safety on job sites. Elder care monitoring.
Energy
24 μJ
Median
280 μs
MCU RAM
259 KB
CR2032
20 days
Audio Event
on Samsung Galaxy S25
Home security that actually listens for danger. Factory floor safety. Assisted living facilities. Wildlife research stations.
Energy
22 μJ
Median
741 μs
Fall Detection
on Snapdragon X2 Elite CRD
A $20 wristband that gives families peace of mind. Workers on construction sites. Anyone at risk of falling who needs help fast.
Energy
26 μJ
Median
407 μs
MCU RAM
403 KB
CR2032
14 days
Domain Models
Purpose-built AI for legal, tax, and financial work. They understand your documents and run on your infrastructure — so client data stays yours.
LawSense
Drop 10,000 documents from discovery. LawSense sorts them — contract, pleading, correspondence, regulation, opinion — at 99.3% accuracy. On the firm’s own hardware. Client files never leave the building.
Categories
5 types
Privacy
Fully on-premise
TaxSense
Reads tax rulings and classifies them: deductions, credits, penalties, procedure. Then shows you exactly which phrases drove the decision. Not a black box — it explains itself. That matters when the IRS asks.
Explainability
Built-in XAI
Size
Under 5 MB
FinSense
A headline hits and this model scores it bullish, bearish, or neutral before you finish reading. On your phone. No API call. Works in English, Spanish, Chinese, and Japanese. No one sees your queries.
Languages
EN/ES/ZH/JA
Inference
42 μs on NPU
vs. Standard Baselines
Same Snapdragon NPU. Same measurement methodology.
| Model | Size | Latency (NPU) | vs. ResNet-50 |
|---|---|---|---|
| ResNet-50 | 97.4 MB | 964 μs | — |
| EfficientNet-B0 | 20.2 MB | 655 μs | 1.5× |
| MobileNetV2 | 13.3 MB | 294 μs | 3.3× |
| Wake Word | 229 KB | 32 μs | 30.1× |
| ECG Arrhythmia | 101 KB | 36 μs | 26.8× |
| TS Anomaly | 36 KB | 39 μs | 24.7× |
| NanoVision | 83 KB | 41 μs | 23.5× |
| FinSense EN | 632 KB | 42 μs | 23.0× |
Keep exploring