Multimodal AI Consultation — Design Multi-Input AI Systems

I will assess your multimodal AI requirements and deliver a written consultation report covering the appropriate multimodal architecture for your combined text, image, audio, or video inputs, the best available models for your use case, data requirements, and a realistic implementation roadmap. Multimodal AI systems are often unnecessarily complex — many applications that appear to require simultaneous multi-modal processing are better served by sequential pipeline approaches that process each modality separately and combine results — a consultation that identifies whether true joint multimodal processing is warranted prevents over-engineering.

The report covers your modalities and how they relate in your use case, architecture recommendation (joint multimodal vs. pipeline), model selection for your task, data requirements, integration complexity assessment, and a phased development roadmap.