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If the conditions are met, Qwen3.5’s multimodal and agent-oriented capabilities could improve how enterprises automate support functions and manage information across systems where text, images, and structured data interact.
“The value is most tangible in environments that are structured, repetitive, and measurable,” Gogia said. “For instance, procurement validation, invoice to contract matching, supplier onboarding triage, and similar areas where workflows have volume and defined rules.”
Trust and risks
Analysts suggest the biggest hurdle may not be technological advancement but ecosystem maturity and trust, with security concerns continuing to limit global adoption.
