End-to-End Analytics for Unstructured Data
Siftree builds the semantic layer that transforms your queries into deterministic aggregations and insights on top of text, video, image, and audio.







| Segment | Docs | Sentiment |
|---|---|---|
| Enterprise | 8,420 | +0.4 |
| SMB | 14,730 | −1.2 |
| Self-serve | 11,113 | 0.0 |
| Theme | Docs | Trend |
|---|---|---|
| Pricing complaints | 4,930 | Up 12% |
| Sizing issues | 5,180 | Up 23% |
| Onboarding friction | 3,204 | Down 8% |
| Refund intent | 2,611 | Flat 0% |
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Structuring unstructured data should mean more than parsing PDFs
Structuring unstructured data should mean more than parsing PDFs
Most processes that convert unstructured data into structured data still output unstructured data; just in a tabular format.
Siftree goes beyond document parsing, extraction, and summarization to actually analyze and quantify what's buried inside. This creates trusted, governed, and permission views on top of what's actually inside your unstructured data.
Most processes that convert unstructured data into structured data still output unstructured data; just in a tabular format.
Siftree goes beyond document parsing, extraction, and summarization to actually analyze and quantify what's buried inside. This creates trusted, governed, and permission views on top of what's actually inside your unstructured data.
Social Media
Support Tickets
Chatbots
Phone calls
Congressional
Business Filings
Podcasts
TV & Streaming
Social Media
Support Tickets
Chatbots
Phone calls
Congressional
Business Filings
Podcasts
TV & Streaming
Everything you need for unstructured data intelligence
Unify your unstructured data, analytics, and AI
A single platform to ingest, process, and analyze text, video, image, and audio data at scale. Everything you need from ingestion to insight, unified under one roof.
Explore PlatformAsk the same questions.
Get the same answers.
Without Siftree, AI answers from unstructured data are unverifiable and untrustworthy. Different runs, different answers. To avoid this, you need a governed ontology.
ChatGPT
TikTok
Slack
PDFsConsistent Insights
"Churn Risk" means exactly the same 2,341 documents whether you're in Siftree, Claude, or Slack. The ontology owns the vocabulary.
Auditable Lineage
Every insight traces back to the exact source with quantified citations. Every output has verifiable proof.
Guardrails for Agents
AI agents query a structured graph instead of scanning raw text. The output is only as wrong as the data going in.
Built for real decisions. Auditable by design.
Businesses don't need another "chat bot" to give them anecdotes; they need mathematical certainty and the ability to turn thousands of hours of unstructured data into quantifiable telemetry.
Organizations are currently blind to 90% of their data. You need a system that doesn't require a predefined schema and continously evolves to unlock it.
True intelligence requires full traceability; a 1:1 citation that allows you to tie a metric directly back to the specific sentence in the raw data.
Siftree goes beyond keywords, mapping the semantic relationships and momentum between ideas, people, and platforms before they become vertical spikes in the market.
Businesses don't need another "chat bot" to give them anecdotes; they need mathematical certainty and the ability to turn thousands of hours of unstructured data into quantifiable telemetry.
Organizations are currently blind to 90% of their data. You need a system that doesn't require a predefined schema and continously evolves to unlock it.
True intelligence requires full traceability; a 1:1 citation that allows you to tie a metric directly back to the specific sentence in the raw data.
Siftree goes beyond keywords, mapping the semantic relationships and momentum between ideas, people, and platforms before they become vertical spikes in the market.
Businesses don't need another "chat bot" to give them anecdotes; they need mathematical certainty and the ability to turn thousands of hours of unstructured data into quantifiable telemetry.
Organizations are currently blind to 90% of their data. You need a system that doesn't require a predefined schema and continously evolves to unlock it.
True intelligence requires full traceability; a 1:1 citation that allows you to tie a metric directly back to the specific sentence in the raw data.
Siftree goes beyond keywords, mapping the semantic relationships and momentum between ideas, people, and platforms before they become vertical spikes in the market.

