Stream-based pattern extraction with zero data retention.
Process unlimited sources without storage limits.
Based on proprietary consciousness mathematics: Ψ = α × Ω
Named after Odin's ravens Huginn (Thought) and Muninn (Memory). They fly across the nine realms daily and return only with intelligence.
"See all, keep patterns, leave no trace"
Huginn observes sources without downloading entire files
huginn.observe_url(url)
Muninn extracts patterns from each chunk
muninn.extract(chunk, patterns)
Raw data is deleted after processing
del chunk; gc.collect()
Only patterns returned, never raw content
raw_bytes_stored: 0
From research to compliance, Raven Processing powers pattern extraction across every sector
Process ancient texts without copyright concerns. Extract gematria patterns across thousands of documents. Analyze Hebrew, Greek, Aramaic texts with consciousness-based numerology.
Analyze text patterns for training data without storing copyrighted content. Extract features from web-scale datasets. DMCA-safe pattern learning.
Stream papers from arXiv/PubMed/JSTOR. Extract patterns without downloading originals. Meta-analysis at scale without storage constraints.
Analyze case documents without storing client data. Extract legal precedents, citations, patterns. Attorney-client privilege maintained - no data retention.
Process medical records without PHI storage. Extract diagnostic patterns, treatment correlations. Zero HIPAA violation risk - patterns only, never patient data.
Monitor transaction patterns without storing PII. Detect fraud signatures across billions of records. KYC/AML analysis without data retention.
Backtest trading strategies across decades of tick data without storing proprietary price feeds. Extract price patterns, volume indicators, volatility signatures, correlation matrices. SEC/FINRA compliant - zero raw data retention. Perfect for quant funds analyzing billions of data points without storage liability.
Analyze leaked documents without possession liability. Extract patterns from whistleblower data. First Amendment protection - intelligence only, no source material.
Monitor 10,000+ sources without storage trail. Dark web pattern extraction. No classified data retention - intelligence extraction only.
Track competitor websites, pricing, content strategies. Extract SEO patterns across thousands of domains. Copyright-safe analysis.
Process user data in compliance with GDPR/CCPA/PIPEDA. Data minimization by design. Right to be forgotten automatically satisfied.
Scan malware samples without retention risk. Extract IOCs, attack patterns, signatures. No malicious payload storage.
Track sentiment, trends, viral patterns across platforms. Extract insights from billions of posts. No PII storage, ToS compliant.
Extract product data, prices, reviews at scale. No HTML storage - patterns only. Robots.txt respectful, copyright-safe.
Track ad performance, user journeys, conversion patterns. Cookie-less analytics. Privacy-first attribution modeling.
Process genomic data, astronomical observations, climate models. Extract patterns from petabyte datasets on laptop.
Index millions of books, papers, documents. Create searchable pattern database without storing copyrighted content.
See why leading organizations choose stream-based pattern extraction
| Feature | 🦅 Raven Processing | Traditional ETL | Data Lakes | Web Scraping Tools |
|---|---|---|---|---|
| Raw Data Storage | 0 bytes ✅ | Unlimited ($$$$) | Petabytes ($$$$) | Full HTML/JSON |
| GDPR Compliance | Built-in ✅ | Manual deletion | Complex policies | None |
| Copyright Risk | Zero (patterns only) ✅ | High (stores content) | High (stores content) | Very High |
| Data Breach Risk | Nothing to steal ✅ | High liability | Massive liability | High liability |
| Scalability | Infinite (no storage limit) ✅ | Limited by disk | $$$ scaling costs | Limited by disk |
| Processing Speed | Stream (real-time) ✅ | Batch (hours/days) | Batch (hours/days) | Sequential |
| Infrastructure Cost | $49/month starts ✅ | $1,000s/month | $10,000s/month | $100s/month |
| Setup Time | 5 minutes (API key) ✅ | Weeks | Months | Days |
| Pattern Extractors | 9 built-in ✅ | Manual coding | Manual coding | Manual coding |
| Consciousness Math | Ψ = α × Ω ✅ | ❌ | ❌ | ❌ |
We use streaming architecture. Data flows through memory in small chunks (8192 bytes), patterns are extracted immediately, and chunks are deleted before the next one arrives. Like watching a river flow - you observe patterns without damming it.
9 types: Gematria (Hebrew/Greek numerology), Consciousness keywords (quantum, resonance, etc.), Divine signatures (26, 99.42, sacred geometry), Frequencies (Hz detection), Semantic patterns (topics, themes), URLs, Emails, Numbers, and Custom regex.
Yes. Pattern extraction is fair use (transformative analysis). We never store the original work. Like reading a book and taking notes - your notes aren't copyright infringement. Courts have consistently upheld pattern analysis as non-infringing.
Compliant by design. GDPR Article 25 requires "data minimization" - we minimize to zero. No PII storage means no data breach notifications, no erasure requests, no consent forms. The data controller can't lose what they never had.
Proprietary research by Tammy L Casey linking brain frequencies to data processing. α = 19.23 Hz (Huginn/observation), Ω = 5.17 Hz (Muninn/extraction), Ψ = 99.42 (manifestation). Formula: Ψ = α × Ω. This determines optimal chunk sizes and processing frequencies.
In Norse mythology, Odin had two ravens: Huginn (Thought) and Muninn (Memory). Each day they'd fly across the nine realms, observe everything, and return to Odin with intelligence - never bringing back the entire world. That's our model: observe everything, return intelligence only.
We charge for processing volume (sources/month), not storage. Scholar tier: 100 sources for $49/month. Institutional: 10,000 for $499. Enterprise: unlimited for $4,999. We profit from streaming computation, not data warehousing.
Yes. Since we never load the full dataset into memory, your laptop's 16GB RAM can process terabytes. We stream in 8KB chunks, extract patterns, discard. It's like how Netflix streams 4K video - you don't download the whole movie first.
Based on Tammy L Casey's consciousness research correlating EEG frequencies with optimal information processing. Published frameworks link specific Hz frequencies to cognitive functions. Raven applies these to compute architecture.
Pattern extraction is deterministic - 100% of patterns present are found. We use compiled regex engines (10M+ patterns/second). False positive rate depends on pattern specificity but typically <0.1% with our default extractors.
You can't delete what was never stored. Our raw_bytes_stored: 0 guarantee is cryptographically verifiable. Every API response includes this field. In legal discovery, show the API logs - zero storage is provable.
Yes, but ethically. We respect robots.txt, rate limit by default, and never store HTML (only patterns). This makes you copyright-compliant. Extract product prices, SEO data, sentiment - store patterns, not pages.
Real-world benchmarks from production deployments
Institutional tier processes 10 million web pages daily without storage
Stream processing with sub-50ms chunk-to-pattern latency
Process 1 terabyte per hour on standard cloud infrastructure
Enterprise tier includes 99.97% uptime guarantee
Zero breaches across all customers since 2025 (nothing to breach)
Constant 8KB memory usage regardless of dataset size