Copilot Success Starts with Clean Data Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM 👉 Full Show Notes https://www.microsoftinnovationpodcast.com/753 AI adoption starts with data readiness.
Copilot Success Starts with Clean Data Get featured on the show by leaving us a Voice Mail: https://bit.ly/MIPVM 👉 Full Show Notes https://www.microsoftinnovationpodcast.com/753 AI adoption starts with data readiness.
Future ready beats future-proof Aim for future-ready, not future-proof. Build collaboration and delegation, then learn to brief agents. Aim for future-ready, not future-proof. Build collaboration and delegation, then learn to
The repeatability gap with LLM agents Inconsistent outputs break trust. Ground, constrain, retrain, and choose where repeatability is required. Inconsistent outputs break trust. Ground, constrain, retrain, and choose where repeatability
Who is responsible when agents err? Hold humans accountable, not the agent. Calibrate oversight to risk to keep efficiency. Hold humans accountable, not the agent. Calibrate oversight to risk to
Beat Parkinson’s Law with clear delegation Define ‘done,’ shorten deadlines, add checkpoints. Ship faster without losing quality. Define ‘done,’ shorten deadlines, add checkpoints. Ship faster without losing quality. source






