Skan AI, a leader in enterprise process intelligence, has announced its strategic acquisition of Metaculars Inc., a company renowned for developing AI agents for enterprise operations. This move is set to accelerate Skan AI’s roadmap toward its next-generation Observation-to-Agent platform, enhancing the company’s ability to transform enterprise work into actionable intelligence.
“This acquisition strengthens Skan AI’s position as the only platform that connects a process-aware foundation with agentic execution,” said Avinash Misra, Co-founder and CEO of Skan AI. “Just as Databricks built the unified platform for AI on enterprise data, Skan AI is building the unified platform for agentic AI on enterprise execution.”
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Metaculars, founded by Rajesh Gupta (formerly with Apple and Qualcomm) and Sumit Kumar (Ph.D. candidate in AI/ML), specializes in embedding AI agents within enterprise applications. Their technology enables intelligent onboarding, in-flow guidance, proactive workflow execution, and real-time task orchestration, making enterprise software more intuitive, efficient, and outcome-driven.
Following the acquisition, Rajesh Gupta and the Metaculars team will join Skan AI’s product engineering group. Together, they will advance enterprise agentic AI capabilities across operations, automation, and intelligent task execution.
“Metaculars shares our belief that the future of enterprise operations lies in intelligent, action-oriented agents,” said Manish Garg, Co-founder and Chief Product Officer at Skan AI. “Their orchestration frameworks and in-app agent expertise extend our Observation-to-Agent solution and accelerate the path to autonomous operations.”
Rajesh Gupta added, “We have always believed the future of enterprise software lies in agents that act with real-world context. By joining Skan AI, we now have the scale to make that vision a reality. Together we will create real business outcomes with an enterprise AI solution that is more autonomous, more intuitive, and more impactful.”
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What This Means for Customers
The integration of Metaculars’ AI agent technology into Skan AI’s platform will deliver tangible benefits for enterprise clients:
- Faster onboarding and knowledge transfer: Embeddable AI agents guide users step-by-step in workflows, including claims processing, underwriting, loan origination, and customer servicing.
- Proactive engagement and workflow acceleration: Agents analyze real-time context and recommend the next best action, reducing handle time, preventing escalations, and automating routine decisions.
- Higher straight-through processing and resolution rates: Agents manage exceptions and launch workflows autonomously, improving throughput and minimizing SLA breaches in critical operations.
- Embedded compliance and policy enforcement: Agents enforce approvals, flag missing steps, and maintain auditable logs, ensuring regulatory compliance.
- Deployment without disruption: Agents integrate seamlessly into existing enterprise applications without workflow redesign or backend integration.
With this acquisition, Skan AI is positioning itself at the forefront of agentic AI, enabling enterprises to achieve autonomous, efficient, and intelligent operations faster than ever before.
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