CROSS-TOOL COLLABORATION DATA
Collaboration Workflow Intelligence
Cross-tool operational data from collaboration systems. Entity-resolved into a unified schema for AI training and workflow evals.
Overview
What's included
Communication Fabric
Messages, threads, mentions, and meeting activity across chat and mail. Normalized author, thread, and channel identifiers.
Document Graph
Document creation, edits, comments, and share events across collaboration storage. Link-level traversal with access context.
Task & Project Graph
Task assignments, status transitions, and project movement across project-management tools. Timestamped for replay-safe evals.
Application
Grounded training data for workflow agents
Real team behavior — who pings whom, which docs get referenced, how tasks move — as ground truth for agents that have to operate inside real companies.
Workflow evals with verifiable outcomes
Point-in-time snapshots let evals check whether an agent would have matched what a real team did, not what a synthetic benchmark assumes.
Unified retrieval surface for internal AI
A single normalized activity graph across mail, chat, docs, and tasks. Drop-in substrate for enterprise copilots and org-level search.
Request trial access.
90-day trial with restricted scope for evaluation. No commitment required.