New Product

One stream. Every modality.
AhanaFusion.

Compress text, audio, images, and sensor data into a single synchronized token stream — optimized for robotics, autonomous systems, and edge IoT.

Try Fusion Free →
Four Modalities, One Protocol

Everything your sensors produce. Compressed together.

AhanaFusion understands the structure of each data type and compresses them jointly for maximum efficiency.

📝

Text & Commands

BPE tokenizer trained on robotics vocabulary. 256-entry codebook compresses natural language commands to just 8 bits per token.

8-bit BPE
🎤

Audio (PCM)

μ-law companding + 4-bit vector quantization. Speech and environmental audio compressed at 16 kHz with 20ms frame resolution.

μ-law VQ-16
📷

Image (Grayscale)

DCT on 8×8 patches with DC vector quantization and AC delta encoding. Camera feeds compressed without perceptual loss.

DCT-8×8 VQ
📡

IMU / Sensor

DPCM on 3-axis accelerometer data (x, y, z). Temporal deltas reduce IMU streams to minimal bitrates.

DPCM-int8
65×
Compression Ratio
200ms
Sync Block Size
<7%
Sync Overhead
4
Modalities
Developer Experience

Three lines to compress. One API call.

Send any combination of modalities in a single POST. Get back compressed tokens with full statistics.

fusion_example.py
import requests

# Compress a multimodal frame
response = requests.post(
    "https://api.ahanazip.com/v1/fusion/compress",
    headers={"X-API-Key": "your_api_key"},
    json={
        "timestamp_ms": 0,
        "text": "move forward",
        "sensor_xyz": [[0.1, -0.3, 9.81], [0.2, -0.1, 9.79]],
    }
)

stats = response.json()["stats"]
print(f"Ratio: {stats['compression_ratio']}×")
print(f"Savings: {stats['savings_pct']}%")

# Or try the built-in demo (no sensor data needed)
demo = requests.post(
    "https://api.ahanazip.com/v1/fusion/demo",
    headers={"X-API-Key": "your_api_key"},
    json={"duration_s": 3, "mode": "all"}
)
print(demo.json()["aggregate"])
Built For

Where fusion compression matters most

AhanaFusion is designed for environments where bandwidth, storage, and latency are critical.

🤖 Robotics & AMRs

Compress camera, LIDAR proxy, voice commands, and IMU telemetry into a single stream for real-time robot control and logging.

🚗 Autonomous Vehicles

Reduce onboard sensor data volumes by 65× for efficient storage and wireless upload of driving datasets.

🏭 Industrial IoT

Monitor factory floors with combined audio anomaly detection, camera inspection, and vibration sensor streams—all in one protocol.

🛰️ Edge & Satellite

Bandwidth-constrained environments like satellites, drones, and remote installations benefit from extreme compression on mixed data.

🧠 AI Training Pipelines

Store and transmit multimodal training data (text+audio+image) at a fraction of the raw size without any information loss.

🏥 Smart Healthcare

Combine patient voice recordings, wearable sensor data, and medical imaging for compact, encrypted telemedicine data streams.

API Reference

Three endpoints. Complete control.

All endpoints accept an API key via X-API-Key header. Available on trial and paid plans.

POST /v1/fusion/compress

Compress a single multimodal frame. Send any combination of text, audio, image, and sensor data.

POST /v1/fusion/batch

Compress multiple frames at once. Returns per-frame results and aggregate statistics.

POST /v1/fusion/demo

Generate and compress synthetic multimodal data. Perfect for testing without real sensors.

Available now on all plans

AhanaFusion is included with every AhanaZip API key during the pre-launch trial. No additional cost. No credit card required.

Activate Free Trial →