Skan AI Expands Agentic AI Leadership with Acquisition of Metaculars Inc.

MENLO PARK, Calif., Oct. 20, 2025 /PRNewswire/ — Skan AI, the leader in enterprise process intelligence, today announced the acquisition of Metaculars Inc., a company specializing in the development of AI agents for enterprise operations.

This acquisition accelerates Skan AI’s enterprise AI roadmap to deliver the next-generation Observation to Agent^™ platform. Skan AI is expanding on its industry-leading expertise in distilling the noise of enterprise work into signal, context, and governed 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.”

Founded by Rajesh Gupta (formerly Apple, Qualcomm) and Sumit Kumar (Ph.D. candidate AI / ML), Metaculars built AI agents embedded within enterprise applications. Their technology supports use cases such as intelligent onboarding, in-flow guidance, proactive workflow execution, and real-time task orchestration, making enterprise software more intuitive and outcome-driven.

As part of the acquisition, Rajesh Gupta and the Metaculars team will join Skan’s AI product engineering group to build 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.”

“We have always believed the future of enterprise software lies in agents that act with real-world context” said Rajesh Gupta, Co-founder and CEO of Metaculars. “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.”

What This Means for Customers

Skan AI’s integration of Metaculars’ AI agent technology will enable:

Faster onboarding and knowledge transfer
Embeddable AI agents within systems that guide users with step-by-step in workflows such as claims processing, underwriting, loan origination, and customer servicing.

Proactive engagement and workflow acceleration
Agents detect real-time context and provide the next best action, cutting handle time, reducing escalations, and automating routine decisions.

Higher straight-through processing and resolution rates
Agents handle exceptions or launch workflows autonomously, increasing throughput and reducing SLA breaches in core operations.

Embedded compliance and policy enforcement
Agents flag missing steps or evidence, enforce approval requirements, and maintain auditable logs in highly regulated industries.

Deployment without disruption
Agents integrate directly into existing enterprise applications with no workflow redesign or backend integration required.

About Skan AI
Skan AI, the leader in enterprise process intelligence, provides the industry’s first living system of record for process execution. Through comprehensive capture of human-system interactions, Skan AI creates operational blueprints that enable AI agents to execute complex workflows with full context, compliance, and control. Fortune 500 enterprises deploy Skan AI to transform operations across any industry and use case, including service delivery, claims processing, underwriting, and financial operations.

About Metaculars
Metaculars is an AI company focused on building in-app agents for enterprise operations. Founded by veteran technologists Rajesh Gupta and Sumit Kumar, the team combines deep product thinking with applied AI expertise to reimagine user journeys through autonomous support and proactive engagement.

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SOURCE Skan