Ask Ellie by Entelligence.ai is a 2026 Slack-native AI chat agent for engineering leaders and teams—ask natural questions about code changes, PRs, sprint velocity, incidents, bugs, delivery metrics, team performance, or product signals, and get instant, contextual answers pulled from GitHub, Linear/Jira, Sentry, PostHog, etc. No dashboard hopping; it composes insights (with charts only when useful), reasons across time, tailors responses by role (engineer/manager/leader), and turns answers into actions like auto-ticketing. Built for real engineering visibility without adding tools—trusted for reducing follow-ups and blind spots.