OpenAI compiled AI agent scenarios for building analytical reports

OpenAI described how data science teams use the ChatGPT Work AI agent in daily work: writing short root-cause briefs for metric deviations, preparing KPI memos for leadership, running scoped analyses on a specific question, and drafting technical specs for dashboards. Each scenario comes with a description of what data and inputs the agent needs for a quality result.

For businesses in Kazakhstan, this means recurring reports — say, a monthly sales summary or the reasons behind a drop in conversion — can be produced by an AI agent instead of waiting for an analyst to free up. This is especially useful for companies without a dedicated analytics department, where numbers get pulled together by hand before every planning meeting.

1Cifer's agents handle a similar task for Kazakhstani companies: pulling data from 1C and a CRM and preparing a summary for a manager — on sales, receivables, or task status — without a separate analyst involved.