OpenAI shares ready-made AI agent scenarios for sales teams

OpenAI gathered concrete use cases for its ChatGPT Work AI agent in sales: building pipeline briefs, prepping for client meetings, drafting key account plans, reviewing revenue forecasts, and diagnosing why a deal was lost. Each scenario is presented as a ready template a manager can adapt to their own CRM and sales cycle.

For a business in Kazakhstan, this means routine prep work — gathering correspondence history, deal status, prior agreements — can be handed to an agent, leaving the manager to focus on the final decision and the client conversation. This is especially useful for small sales teams without a dedicated analyst, where all the prep work falls on the salesperson.

1Cifer's agents handle a similar task on data from Kazakhstani companies: pulling deal history from a CRM and correspondence from email to prepare a short summary for a meeting or a report to a manager — without a separate request to an analyst.