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Gemini 9 min read

Multimodal Workflows With Gemini: Practical Use Cases That Pay Off

Document parsing, video summarisation and UI testing — three multimodal workflows with measurable ROI, plus the failure modes to expect.

PN Priya Nair ML Correspondent ·

Documents first

Unstructured document intake is still the highest-ROI multimodal workflow in most businesses. Accuracy is now good enough that human review becomes spot-checking rather than re-entry.

Know the failure modes

Confidence stays high even when extraction is wrong. Always pair extraction with a deterministic validator on fields you care about.

PN

Priya Nair

ML Correspondent

Priya translates machine learning research into practical guidance for engineering teams.

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