Internal agentic systems are quietly delivering value - briefs, next-best-actions, ecom ops - well before consumer bots are safe to scale. This panel compares live POCs and early rollouts, focusing on safety bars, adoption, and finance-credible impact.
• Operationalising internal agents: ownership, guardrails, human-in-the-loop patterns.
• Proving value: time saved, quality uplift, speed-to-market, sell-through.
• Scaling playbook: governance, change management, and platform choices.