The 2025 Everest Group report ranks UiPath as a Leader in Intelligent Document Processing for its multimodal AI combining ML and generative AI to process diverse documents. UiPath offers over 120 pre-built solutions, Autopilot for natural language workflows, rich context understanding, and advanced analytics dashboards. Strengths include scalability, integration ease, and cognitive features. Limitations are limited SMB experience, lack of synthetic data generation, missing BFSI connectors, and gaps in external benchmarking. Clients seek improved handwritten data extraction, flexible LLM options, and faster deployment across environments.

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