Media Enrichment & Services

Introduction A video analysis API can turn speech, faces, objects, text and scene boundaries into timed data that other systems can search or act on. That promise is useful, but an API comparison based only on a feature checklist misses the hard questions. Media teams also need to know how accurately each signal is timed, […]

A transcript can contain every spoken word and still be difficult to search at scale. Editors need the people, teams, organizations, places, events, products, works, and topics inside it, connected to the moment where each mention occurs. An entity extraction API can convert transcript spans into structured metadata, but media teams still need timecode preservation,

Sports captioning fails in moments, not averages. A correct caption that appears after the play, attributes a quote to the wrong commentator, or misspells the deciding athlete’s name can still leave viewers behind. Effective sports captioning balances low delay, accurate text, clear speaker identification, complete audio context, and readable placement throughout the event. The workflow

Introduction Global distribution can turn one video library into many new opportunities for audiences. But there is a difference between making content available worldwide and making it feel ready for each market. A subtitle that is technically translated but poorly timed can frustrate viewers. A caption file that lacks sound cues can fail to meet