Unstructured
Unstructured provides the data preprocessing pipeline for LLM applications. It extracts clean text from PDFs, Word docs, HTML, images, and tables — handling the messy document parsing that blocks most RAG deployments. Used by thousands of enterprises to feed clean data into their AI pipelines.
- Location
- San Francisco, USA
- Raised
- $65M
- Stage
- Series B
- Founded
- 2022
- Category
- AI
- Funding
- VC-backed
- Team
- 51–200
Funding figures as of Jul 2025 · not independently verified
Founders of Unstructured
- Brian Raymond
Investors backing Unstructured
- NEA
- Menlo Ventures
Frequently asked questions
What does Unstructured do?
Unstructured provides the data preprocessing pipeline for LLM applications. It extracts clean text from PDFs, Word docs, HTML, images, and tables — handling the messy document parsing that blocks most RAG deployments. Used by thousands of enterprises to feed clean data into their AI pipelines.
Where is Unstructured based?
Unstructured is based in San Francisco, USA.
When was Unstructured founded?
Unstructured was founded in 2022.
How much has Unstructured raised?
Unstructured has raised $65M in their Series B round as of Jul 2025.
Who founded Unstructured?
Unstructured was founded by Brian Raymond.
Who has invested in Unstructured?
Unstructured is backed by NEA, Menlo Ventures.
How Unstructured would pitch themselves
○ Auto-generated01Target customer
LLMs — the core audience Unstructured's product is built around.
02Problem they solve
Unstructured provides the data preprocessing pipeline for LLM applications. It extracts clean text from PDFs, Word docs, HTML, images, and tables — handling the messy document parsing that blocks most RAG deployments. U… The category has historically been served by tools that miss the modern workflow this product is built around.
03Key differentiator
Unstructured differentiates on parse and prepare any document for llms. Backed by NEA + Menlo Ventures, $65M raised — the company has resources + validation to compound this thesis. Founded by Brian Raymond.
04Go-to-market strategy
Growth-stage GTM — multi-channel revenue motion (direct enterprise sales, channel partnerships, marketplace listings). Vertical specialisation + verticalised AE teams targeting enterprise + mid-market.