Stratzi.AI
Case studies

Transformative case studies.

Real-world deployments of agentic AI, document automation, and retrieval systems across fintech, lending, insurance, and research. Each one shipped against a concrete business outcome.

Deployments · Live
Financial Reporting
Loan Approval
RAG at Scale
Biomarker Discovery
4 active workflowsOrbiting
01Financial Reporting · GenAI

Revolutionizing financial reporting with GenAI and intelligent data integration

In today's fast-moving financial world, our GenAI-powered platform uses autonomous agents to generate dynamic reports by integrating data from SQL databases, file storage, and the internet — delivering fast, accurate, and actionable insights.

Read the full study
External PDF — opens in a new tab
02Lending · Document Automation

Automated pipeline for customer document processing in loan approval

In a competitive lending market, fast and accurate financial assessment is essential. Our solution automates the processing of customer bank statements to extract structured data, generate financial profiles, and verify document authenticity.

Read the full study
External PDF — opens in a new tab
03Retrieval · RAG Systems

Scaling RAG systems with sparse embeddings via a Masked Language Model

To reduce memory use in RAG systems at scale, we trained a Masked Language Model to generate sparse embeddings. This approach matches the retrieval performance of our dense model (Stella) while using significantly less memory.

Read the full study
External PDF — opens in a new tab
04Healthcare · Genomics

End-to-end tool for cancer biomarker identification

Cancer biomarkers are key to early detection and treatment, but identifying them from genomic data is complex. We built a tool that makes advanced biomarker discovery accessible to scientists and clinicians.

Read the full study
External PDF — opens in a new tab
Get in touch

See what the Business OS looks like for your business.

30 minutes. We map your operations, identify what agents can own, and show you exactly what the Stratzi OS would look like on your stack. No obligation.

We respond within 24 hoursNo sales pressure