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# The AI-Fluent Team: A Playbook for Driving Enterprise AI Transformation


- **Date:** Thursday, Jul 9, 2026
- **Time:** 13:30–14:00 (30 min)
- **Room:** Stage 4
- **Event:** World Congress 2026 Europe

## Recording

[Watch recording](https://www.wearedevelopers.com/videos/100068-the-ai-fluent-team-a-playbook-for-driving-enterprise-ai-transformation)

## Description

Enterprises have poured billions into AI, across models, tools, and budgets, but most have almost nothing to show for it at scale. Individuals may be using AI to streamline their own workflows, but widespread adoption at the team level remains elusive. The reason? Most organizations still haven't cracked how to measure AI's effectiveness across an entire enterprise. The missing piece isn’t better technology, it’s a measurement and adoption framework that works at the team level, not just the individual level.

Avani Prabhakar, Atlassian's Chief People and AI Enablement Officer, owns both workforce strategy and AI transformation. In this session, Avani will share Atlassian's newly launched playbook for enterprise AI adoption, including data from her Teamwork Lab, and the following takeaways:

The #1 mistake organizations make when assessing AI's impact on their workforce

How People leaders are best-placed to strategically integrate AI into culture and practice

Why you must start with trapped knowledge (the expertise locked in your teams' heads), not technology

How Atlassian is measuring the return on investment from AI

This session is designed for enterprise AI leaders who are looking for a practical way to measure AI's effectiveness and a repeatable framework with proven ROI, told from the perspective of a leader who has driven it from the inside.

## Speaker

### [Avani Prabhakar](https://www.wearedevelopers.com/@avani-prabhakar)

Chief People  and AI Enablement Officer of Atlassian


## Related talks at this congress

- [AI in Recruiting: What Works, What Fails - Real Lessons from Office & Volume Hiring](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1036-ai-in-recruiting) — Barbara Kryslak
- [Agentic employees in world's most downloaded FinTech app](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1133-agentic-employees-in) — Sasa Fajkovic
- [The best SDLC is the one you build yourself: Why orchestration changes everything](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1064-the-best-sdlc-is-the) — Jovana Dunisijevic
- [Designing for flow: How Atlassian Williams F1 Team is building an AI-led System of Work](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1051-designing-for-flow) — Andrew Boyagi