Preparing offers is among the activities with the highest ratio of repetitive work, so the savings show up quickly. AI helps in four steps. It pulls requirements out of a brief or inquiry and flags what is missing and needs to be clarified with a question. From a library of previous offers, it assembles a draft of the descriptive section adapted to the industry and scope. It checks completeness against a checklist, which is most valuable for extensive briefs and tenders. And it prepares a summary for the client in plain language. What it does not take over is pricing and feasibility assessment – these must be done by the person who will carry the contract. The precondition is an organised library of previous offers; without it, there is nothing to draw on. Deployment pays off most where a company prepares many offers and loses some of them due to a delayed response.
See also: Price quote, Response speed to inquiries, Sales materials.
