The evolution of enterprise process intelligence is moving from simple observation to autonomous, agentic execution. In a significant step toward this future, Skan AI, the leader in enterprise process intelligence, has announced the acquisition of Metaculars Inc., a company specializing in developing AI agents for enterprise operations. This acquisition accelerates Skan AI's roadmap to deliver a next-generation "Observation to Agent" platform, combining deep process understanding with autonomous task execution.
Skan AI acquires Metaculars Inc., a specialist in AI agents for enterprise operations.
The move accelerates Skan's development of an "Observation to Agent" platform.
Metaculars' technology enables in-app guidance, proactive workflows, and task orchestration.
Key use cases include faster onboarding, workflow acceleration, and embedded compliance.
The integrated platform aims to make enterprise software more autonomous and intuitive.
Metaculars' co-founder and team will join Skan AI's product engineering group.
The acquisition positions Skan AI to create a unique, unified system that connects a deep understanding of enterprise processes with the ability to act on that intelligence. By integrating Metaculars' agent technology, Skan AI aims to build what it describes as the definitive platform for agentic AI on enterprise execution, drawing a parallel to how Databricks unified AI on enterprise data.
"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."
Metaculars, founded by industry veterans from Apple and Qualcomm, built AI agents that embed directly within enterprise applications. Their technology focuses on making software more intuitive and outcome-driven through intelligent onboarding, in-flow guidance, and real-time task orchestration. As part of the acquisition, the Metaculars team will join Skan AI to build out these agentic capabilities across a wider range of operations and automation scenarios.
"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."
The integration of Metaculars' technology will provide Skan AI's customers with several key capabilities. These include embeddable AI agents that guide users through complex workflows like claims processing, proactive agents that detect context and suggest the next best action to reduce handle time, and autonomous agents that handle exceptions to increase straight-through processing. A critical benefit for regulated industries is embedded compliance, where agents can flag missing steps and enforce policy requirements directly within existing applications without requiring disruptive backend integrations.
"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."
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.
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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