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.

1Raw data
Zendesk #8823Still waiting on resolution after 4 days. Your agent said escalation would follow up — they didn't.
App Store ★★☆☆☆App crashes every time I try to export. Updated twice, same issue. iOS 17.4.
Reddit r/saasAnyone else feel like the pricing jumped 40% in 6 months? What happened to startup pricing?
Gong · Discovery Call...competitor does it in one click. We spent two sprints wiring yours together. If that's not fixed by Q3 we're not renewing.
G2 Review ★★★☆☆Product does what it promises but the API rate limits are brutal for our use case.
2Semantic tables
SegmentDocsSentiment
Enterprise8,420+0.4
SMB14,730−1.2
Self-serve11,1130.0
ThemeDocsTrend
Pricing complaints4,930Up 12%
Sizing issues5,180Up 23%
Onboarding friction3,204Down 8%
Refund intent2,611Flat 0%
3Analytics
Volume by theme
Sizing
5,180
Pricing
4,930
Onboarding
3,204
Refund
2,611
Support delay
2,109
Checkout
1,740
12-week trend
Sizing
Pricing
Checkout

Social Media

Support Tickets

Chatbots

Phone calls

Congressional

Business Filings

Podcasts

TV & Streaming

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

The Siftree Platform

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 Platform
Siftree Platform
Cluster Engine
Group similar documents automatically
Classification
Categorize content with precision
Entity Extraction
Pull structured entities from text
Semantic Views
Queryable structured output
Marketplace
Pre-built models and pipelines
Governed Ontology
Controlled semantic structure
Repeatable Outputs

Ask 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.

Siftree Platform
Claude
ChatGPT
Siftree Ontology
Sizing Issues
Churn Risk
Regulatory Threat
TikTok
Slack
PDFs
$ siftree query
SELECT cluster, doc_count
FROM siftree.ontology
WHERE concept = 'Churn Risk'
01

Consistent Insights

"Churn Risk" means exactly the same 2,341 documents whether you're in Siftree, Claude, or Slack. The ontology owns the vocabulary.

02

Auditable Lineage

Every insight traces back to the exact source with quantified citations. Every output has verifiable proof.

03

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.

Empirical

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.

Emergent

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.

Traceable

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.

Accurate

Siftree goes beyond keywords, mapping the semantic relationships and momentum between ideas, people, and platforms before they become vertical spikes in the market.

Empirical

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.

Emergent

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.

Traceable

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.

Accurate

Siftree goes beyond keywords, mapping the semantic relationships and momentum between ideas, people, and platforms before they become vertical spikes in the market.

Empirical

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.

Emergent

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.

Traceable

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.

Accurate

Siftree goes beyond keywords, mapping the semantic relationships and momentum between ideas, people, and platforms before they become vertical spikes in the market.

Siftree vs. other options

Siftree

LLMs

BI Tools

Quantitative

Unstructured Data

Evolving Schema

1:1 Traceable

Automated Data Labeling

Zero-Code Interface