Vertex AI

Commerzbank uses Gemini to transcribe advisory calls, extract relevant facts and draft German documentation for human review. The customer-authored vendor post reports reducing work taking over 60 minutes to a few minutes. It includes architecture details and a sample implementation.

Wealth.com's Ester extracts beneficiaries, distributions and provisions from estate documents, linking findings to the original PDF for advisor review. Its customer-authored vendor post reports average analysis below two minutes. Building the system required annotated documents and legal expertise.

A practitioner at Ururu prototyped a workflow that retrieves Slack threads, summarizes them with Gemini and supplies the summaries to NotebookLM. The post includes Apps Script code and example questions with source links. Reduced inquiry volume remains an expectation rather than a measured result.