orchestration

Enterprise AI budgets are growing fast, but measurable customer experience improvements aren’t keeping pace. ECI Research analyzes why agentic commerce requires a governance-first, orchestration-layer approach before brands chase autonomous agent architectures consumers aren’t ready for. The organizations that build trust incrementally in 2025 will have the advantage when true agentic capability matures.