My team is struggling to keep track of shifting requirements across multiple stakeholders. Can we use Haystack to create a searchable repository that links project milestones to specific meeting transcripts and emails to ensure total alignment?
3 answers
This is a brilliant use case for the framework. By treating every email, Slack message, and meeting transcript as a document, you can build a RAG system that answers questions like "Why was the Q3 deadline moved?" with direct quotes from the relevant stakeholders. It brings a level of transparency and accountability to the process that is hard to achieve manually. The key is to use metadata effectively—tagging documents by Project ID and Date—so that the retriever can filter the search space before looking for the semantic answer, ensuring high precision.
How do you handle conflicting information if two different stakeholders gave different directions in two separate meetings?
It definitely helps with the onboarding of new team members who need to catch up on months of project history quickly.
Exactly, Danielle. It saves so much time for the lead Project Management staff when the new hires can just "ask" the project repository for context.
Ryan, that is where the 'Top-K' results come in handy. The system won't just give you one answer; it will show you both instances. As a Project Manager, seeing those conflicting entries side-by-side allows you to flag the inconsistency immediately and force a resolution, rather than discovering the mismatch weeks later during the execution phase. It acts as an early warning system for miscommunication.