Media Analysis Enhanced by Machine Learning

The only platform that doesn't just extract metadata—it enhances it. Our ML pipeline, trained on over a billion media assets, delivers insights and quality analysis no local tool can provide.

🧠 Billion-Asset Training⚡ 58% Faster Analysis🚀 API-First Platform

From broadcast workflows to developer automation—same reliable schemas, enhanced with intelligence.

Built for Video Engineers

Professional-grade media analysis enhanced with machine learning. Built for broadcast, streaming, and post-production workflows that demand reliability.

ML-Enhanced Media Intelligence
AI/ML
Our proprietary ML pipeline, trained on over a billion media assets, doesn't just extract metadata—it enhances, normalizes, and enriches it with insights no local tool can provide.
58% Faster Analysis of Massive Files
Performance
Purpose-built cloud architecture with aggressive caching, request deduplication, and intelligent prefetch reads. Analyze 50GB+ files without the wait.
Broadcast-Grade Format Support
Professional
Parse complex containers (MXF, MPEG-TS, fragmented MP4) and modern codecs with confidence. Handles obscure edge cases that break standard tools.
Authentic Tool Schemas
Reliable
Get identical ffprobe and MediaInfo output schemas via API—no parsing, no version conflicts, no local dependencies. Same data, better delivery.
Automated Quality Assurance
QC
Detect encoding issues, compliance violations, and delivery problems before they reach production. Built-in validation for broadcast standards.
Cloud Stream Validation
Streaming
Run Apple's mediastreamvalidator remotely—no Xcode dependencies, no local setup. Validate HLS streams from anywhere with full report output.

Built for Developers

Built for automation, integration, and scale. Clean APIs with ML-enhanced responses, transparent pricing, and enterprise-grade reliability.

ML-Powered API Responses
AI/ML
Beyond raw metadata: get enhanced, normalized outputs with confidence scores and quality insights. Machine learning trained on industry-scale data.
Production-Ready APIs
API
Skip CLI scripting forever. Clean RESTful APIs with authentic ffprobe/MediaInfo schemas, comprehensive error handling, and enterprise reliability.
Pay-Per-Second Pricing
Pricing
Transparent billing based on actual compute time: $0.003/second of analysis, not $0.50/minute regardless of file size. Detailed usage reports included.
Global Cloud Storage Integration
Integration
Direct analysis from S3, GCS, Azure, or any URL—no pre-signed URLs, no temp downloads, no staging buckets. One API call from source to insight.
Enterprise-Grade Queueing
Scale
Built-in queue management scales from single files to 10,000+ batch jobs. Independent timeout controls for execution and queuing—never lose a job.
Full CLI Parameter Support
Flexible
Send any ffprobe or MediaInfo CLI parameters via API. Nearly complete tool surface area coverage with cloud-native enhancements and safety.

Experience Enhanced Media Analysis

See the difference ML-enhanced analysis makes. Start with your media files today—no setup, just intelligent insights.