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Real-time search for the unindexed web, verifiable and traceable to the source.
While legacy vendors index what's already public, Osmosis captures what's about to disappear—and delivers it while you can still act on it.
Pension Funds
PE Firms
Russell 3000
Podcasts & Media
Knowledge Graph: PostgreSQL → Neo4j
Search: Elasticsearch
Embeddings: OpenAI + Elastic
Continuous Learning
Web App:
Next.js/React
API:
Python/Flask
Alerts:
AI + AWS SES
The graph tells us who matters, where they meet, and when they speak
Dispatches agentic crawlers to "ghost-attend" thousands of live events
Self-improving system
Not just seeding—continuously discovering
⚡ 2.6M+ Public Events Annually
When any of these disappear, we've already archived them. Competitors can't backfill what's gone.
1.5-2M
Local meetings alone
50K+
Global public companies
35K+
Podcasts, webinars, conferences
Ghost-attend via Zoom, livestreams, telephony
Monitor all channels: websites, docs, conversations
Automated meeting bots join and capture in real-time
Podcasts, videos, and documents archived with metadata
Real-time Capture
Zero content missed
1. Diarization
Who's speaking when
2. Speaker ID via Graph
Nate Weinstein at Osmosis, not "analyst"
This alone is truly difficult—impossible without KG
3. Delta Detection
What changed since last quarter
First-Class Citizens
Board books, meeting minutes, PDFs
Intelligent Narration
Google Gemini for deeper context
Small, deterministic models → Fast, cheap, and resilient
LLMs flag mandates, sentiment shifts, and changes
Tag every quote to the right allocator, fund, or regulator
Track narrative shifts across time
You can't replay a meeting that no longer exists
Every click and comment feeds back to the ranking engine—next alert is even sharper
🔄 Feedback Flywheel
Every click sharpens ranking → more usage → sharper ranking → compound moat
Grows daily—others start at zero
Can't backfill vanished data
Semantic + traditional retrieval
Tune answers to every use case
66%+ email open rates
Configure topics once—get pinged within seconds
Send insights with a click
Production-ready REST API (Live at Marshall Wace)
Real-time intelligence
for capital raisers who can't afford to be late
Legacy players index what's already published. Osmosis captures what's about to disappear.
Zoom Rooms • Livestreams • Meeting Portals • Documents that vanish
Who matters, where they meet
Agentic crawlers capture
Built for spoken chaos
Live at Marshall Wace
66%+ open rates
Salesforce, DealCloud
For incumbents, replicating Osmosis isn't building a feature. It's rebuilding their entire stack.