Tensorlake Use Cases
You can build custom document ingestion and transformation workflows on Tensorlake. These workflows can be built using the Tensorlake
SDK and exposed as REST APIs.
They run on fully managed infrastructure to eliminate the complexity of building distributed systems or managing hardware.
They scale down to zero when no data is being processed, ensuring you only pay for active data processing.
Workflows can be triggered by the output of the Document Ingestion API, allowing you to build end-to-end pipelines for chunking,
summarization, or enrichment of documents in the Tensorlake cloud without additional infrastructure.
Explore how Tensorlake fits into your workflow with these use cases.
Need help building your own workflow? Join the Slack Community to ask questions or share ideas!
Insurance and Financial Services
- ACORD Form Processing: Extract fields like coverage info, policy numbers, and limits from complex ACORD forms.
- Signature Validation in Claims: Ensure required signatures are present before approving insurance claims.
- Document Intake Automation: Parse and route incoming PDFs, faxes, or uploads into structured formats.
Agents and RAG Workflows
- Build Agents that Understand Docs: Use structured outputs in LangGraph or LangChain to power decision-making agents.
- RAG with Schema Chunks: Improve LLM retrieval accuracy with clean, metadata-enriched document chunks.
HR and Onboarding
- Employee Packet Review: Detect missing initials, unchecked boxes, or unsigned fields in onboarding documents.
- Resume Parsing: Extract skills, experience, and education from resumes into structured formats like Airtable or ATSs.
Legal and Compliance
- Contract Analysis: Parse party names, dates, clauses, and detect edits or strikethroughs.
- Missing Signature Detection: Automatically flag incomplete contracts before execution.
Operations
- Automated Routing: Trigger actions based on document content—e.g., missing signatures or selected form values.
- Form Field Normalization: Standardize K/V pairs across variable forms to power analytics or dashboards.
Need help building your own workflow? Join the Slack Community to ask questions or share ideas!