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AI · Sub-service
Multimodal AI
Vision, audio, and text together — understand screenshots, product images, diagrams, and meeting media.
Summary
Vision, audio, and text together — understand screenshots, product images, diagrams, and meeting media.
Problem
What teams are stuck with
Critical business context lives in images, slides, and recordings that text-only stacks ignore.
Naïve multimodal calls are expensive and hard to ground without retrieval and caching.
Offerings
What we deliver
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01
Image and screenshot understanding
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02
Diagram and UI inspection helpers
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03
Meeting and media summarization
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04
Vision-assisted document pipelines
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05
Cost-aware multimodal routing
Approach
How we work it
Route modalities deliberately: classify, extract, then reason with text tools.
Cache embeddings for repeated visual assets; keep PII out of vendor logs.
Combine multimodal understanding with RAG over related documents.
Outcomes
What good looks like
- Coverage of non-text business artifacts
- Richer agents with grounded visual context
- Controlled spend via routing policies
Related
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