The Capability
Multimodal AI interprets visual, audio, and text inputs together. Long, complex issues that previously required handoff between tools — photo of damaged product + customer explanation + purchase history — resolve in one interaction.
CX Use Cases
Damage claims: photo + description + policy details. Technical support: screenshot + verbal description + system logs. Returns: photo of item + receipt scan + reason. Each replaces 3-5 separate interactions with 1.
Provider Capabilities
GPT-4o, Claude Sonnet 4.5, Gemini all multimodal. Quality varies per modality — Gemini strong on image understanding, Claude on reasoning across modalities, GPT on fast turnaround. Pick per use case.
Deployment Considerations
Image processing costs more than text. Latency higher for multimodal. Privacy implications of processing customer photos (biometric data, surrounding environment). Governance policy must address these before deployment.