Enterprise AI Has to Read the Mess
The valuable multimodal workflow turns documents, screenshots, tables, images, audio, and system records into an evidence-backed decision packet.
Tag
multimodal ai
Essays
Voice Agents Need a Turn-Taking Architecture
Reliable voice agents coordinate streaming audio, dialogue state, interruption, tool latency, confirmation, recovery, and conversational evaluation.
Projects
AI Product Attribute Workbench
A multimodal AI workbench for extracting, validating, enriching, and reviewing product attributes from images, catalogs, and messy product information.
Product design, AI workflow architecture, prototyping