Scaling Enterprise Agility

Atlassian

Every organization wants to modernize its way of working to become more agile and responsive to market conditions, but there are challenges: siloed teams, tool sprawl, legacy systems, and culture. The Scaling Enterprise Agility series brings together disruptors from across all fields of enterprise for challenging conversations about the detours and roadblocks along the way. Our co-hosts are Alexis Williams, Global Head of Strategic Alliances at Atlassian, and Christian Kelly, Strategy Managing Director at Accenture. These are two companies that know that larger and more distributed enterprises face all these challenges more acutely…so listen in, and you’ll get insights and in-depth guidance from Alexis, Christian, and their special guests on how to spot and change the processes that get in the way of true agile transformation. Check out our landing page to find out more about how the partnership between Atlassian’s leading collaboration products and Accenture’s global professional services capabilities is fueling enterprise-wide transformation.

  1. Aug 3

    Cutting Through the AI Hype

    🎙️ Is AI Just Really Advanced Prediction? What Enterprise Leaders Need to Know "It's a brilliant piece of marketing to call this technology AI — because it implies a level of reasoning and intelligence behind the tool that's not there." That bold claim from data-scientist-turned-consultant Sahil Panicar sets the tone for a frank, hype-free conversation recorded live at SAFe Summit 2026 in Amsterdam. Joined by Atlassian's Zach Brown and host Raghurani from Accenture, the trio unpacks what today's AI actually is (predictive, not deductive), why companies are bleeding money on "AI sprawl," and what individuals and enterprises should really be doing to get value from these tools. If you've felt the pressure to "go get AI" without knowing why, this episode is your reset button. 👤 Guests Saahil Panikar — CIO of Atlas Revolutions, SAFe SPCT & Fellow, former data scientist. Specializes in lean portfolio management, value-stream management, and cyber-physical systems. Zack Brown — Partner Solution Strategist at Atlassian. Helps partners understand Atlassian's product strategy and go to market with joint solutions. Host: Renaud Granier — Accenture Business Agility   ⏱️ Timestamps Time Topic 00:09 Introductions & guest backgrounds 02:21 Defining AI: Why LLMs are predictive, not intelligent 04:09 Practical advice: How individuals should approach AI 06:32 Business impact: Atlassian's Rovo and enterprise AI use cases 07:33 AI sprawl: The danger of investing millions without a clear problem 08:22 "Garbage in, garbage out" — Why data quality matters more than the model 10:28 Tactical quick wins vs. enterprise-grade AI success 13:44 Change management: Why training and adoption trump tooling 15:13 Gated gardens & RAG: Securing your AI's reference data 16:31 LLM licensing risks — What's happening with your data behind the scenes 17:32 Building adaptive, AI-native organizations 17:48 Individual takeaway: Get your hands dirty and experiment 20:34 Test the AI on something you're an expert in — the "newspaper test" 22:47 AI hype vs. AI sprawl — Two problems that have meshed together 25:01 Atlassian's approach: Enterprise-tuned, choice-driven, integration-first 28:39 Responsible AI operating models — the building blocks 29:27 Where to find the guests and continue the conversation 🔑 Key Takeaways AI is prediction, not reasoning. LLMs don't know when they're wrong — they predict what you want to hear based on billions of parameters. Don't invent the technology, then find a problem. Understand your workflows and data first; AI is a force multiplier that amplifies what already exists — good and bad. Beware AI sprawl. Dozens of siloed AI tools create more confusion, not less. Start with specific, high-value use cases. Data quality is non-negotiable. A "gated garden" (curated, secure data source) combined with RAG is essential for trustworthy AI outputs. Change management > tooling. Training, communication, and human-in-the-loop governance drive real ROI. Check your LLM licensing. Know what happens to your data when you use frontier models — many license agreements allow the provider to reuse your inputs. Start personally. Experiment with AI on something you're an expert in to understand its boundaries — then bring that competence to your organization. 📢 Call to Action Test an AI on something you're an expert in this week. Ask it questions where you already know the answers, see where it shines and where it breaks — and share what you learn with your team. That single step is where responsible AI adoption starts. Find more episodes and subscribe to stay ahead of the AI-in-enterprise conversation.

About

Every organization wants to modernize its way of working to become more agile and responsive to market conditions, but there are challenges: siloed teams, tool sprawl, legacy systems, and culture. The Scaling Enterprise Agility series brings together disruptors from across all fields of enterprise for challenging conversations about the detours and roadblocks along the way. Our co-hosts are Alexis Williams, Global Head of Strategic Alliances at Atlassian, and Christian Kelly, Strategy Managing Director at Accenture. These are two companies that know that larger and more distributed enterprises face all these challenges more acutely…so listen in, and you’ll get insights and in-depth guidance from Alexis, Christian, and their special guests on how to spot and change the processes that get in the way of true agile transformation. Check out our landing page to find out more about how the partnership between Atlassian’s leading collaboration products and Accenture’s global professional services capabilities is fueling enterprise-wide transformation.