AI AUTOMATION · LLM SYSTEMS
AI assistants for a project-management platform
Connecting project knowledge, conversational search, and multi-step workflows inside an existing productivity platform.
The problem
As a project-management platform grew, distributed teams faced repetitive planning, manual status updates, and time-consuming document handling.
The constraints
- Integrate with the existing platform and project data
- Respect permission-based access and single sign-on
- Make user actions traceable
The approach
A retrieval layer connected language models to project documents and recent activity.
A conversational interface supported project summaries and task creation from notes and discussions.
A workflow engine connected multi-step actions to platform tools, with structured data preparation and access controls.
REPORTED OUTCOME
← All projectsThe published project account reports less time spent on routine project operations and smoother collaboration. It does not provide a quantified benchmark.