The Full Layer Stack: From Raw Data to Revolutionary Compression
The full SSCA v7 layer stack — how raw data becomes ultra-efficient, lossless, searchable meaning.
SSCA v7 is not just another compressor — it's an intelligent, self-adapting system that understands meaning, learns from your data, and optimizes itself for any device or scale — including scanned documents and PDFs.
Below is the complete journey your data takes through the SSCA stack — from raw input to ultra-compact, lossless, searchable output.
JSON • Logs • Telemetry • Social Threads • Video Metadata • Images • Audio • Scanned PDFs • Custom Streams
Detects device constraints • Analyzes data format • Creates custom parsers on-the-fly • Optimizes for speed/memory/power • Routes intelligently
Key power: Makes SSCA adaptive & edge-ready
Basic parsing → Build semantic graph → Factor repeats → Pack to binary
Role: Turn raw data into structured meaning
Ontology primitives & differential encoding
Breakthrough: 15–20% ratios on structured data
Smart routing: primitives for structured data • fallback to Brotli/zstd/LZ4 for random
Best of both worlds
Chunk-by-chunk processing • Incremental graphs • Disk-backing → Handles 1GB+ & live streams
Scene graphs from images/video/audio
Self-improving primitives
Extract text from scanned PDFs/images → semantically compress → reconstruct searchable PDF
Breakthrough: 89–95% compression on scanned documents with perfect text fidelity
Lossless • Semantic • Searchable • Edge-efficient • Scalable to petabytes • Fully readable PDFs from scans