January 19, 2026

By Shivraj Sabale, Chief Operating Officer, Xoriant

“As AI becomes central to how SaaS products are built and scaled, startup success is increasingly defined by selective application of AI, not experimentation. For Indian startups expanding into global markets, this means having a deep understanding of AI for achieving business outcomes along with higher levels of data integrity, model reliability, security, and regulatory alignment across jurisdictions. Scaling AI responsibly requires an ecosystem of long term engineering partners who understand how to operationalize and apply intelligence at scale.”

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