Shamrock AI Raises $5M Seed Round Led by Endiya Partners

Shamrock AI, an enterprise AI startup developing an agentic assurance platform for large organisations, has raised $5 million in a seed funding round led by Endiya Partners, with participation from Capria Ventures.

Founded in 2026 by Sarat Addanki, Michael (Mick) Gallagher and Anuraag Nallapati, the company is building technology to help enterprises deploy AI agents across critical business processes. Its platform connects business processes, systems, data and configurations through an Enterprise Business Knowledge Graph, providing AI agents with a structured representation of how an organisation operates.

The startup plans to use the new funding to accelerate product development, expand its team and scale go-to-market activities. Headquartered in Shillong, Shamrock AI is initially targeting agentic test lifecycle automation for enterprise resource planning (ERP) transformations, including SAP S/4HANA migrations.

The company also plans to expand into data observability and autonomous business process automation as it develops its enterprise AI offering.

What Shamrock AI does

Enterprises are increasingly exploring AI agents to automate complex workflows, but deploying them in critical business environments requires a clear understanding of existing processes, systems and data.

Shamrock AI is developing its platform to address this challenge. Its technology continuously tests and validates business processes to build a representation of how an enterprise operates. The company intends to use this operational context to support the deployment of AI agents across enterprise workflows.

Rather than treating individual processes and systems as isolated components, Shamrock AI's approach connects them through an Enterprise Business Knowledge Graph. This graph is designed to capture relationships among business processes, software systems, data and configurations.

The company aims to use that connected representation to help AI agents operate with a better understanding of the enterprise environment in which they are deployed.

According to the startup, the platform is intended to support more reliable AI agent deployment across business-critical operations. The supplied announcement does not disclose independent performance benchmarks or quantified improvements in deployment accuracy.

Initial focus on ERP transformation and SAP S/4HANA

Shamrock AI is initially concentrating on agentic test lifecycle automation for ERP transformations, including migrations to SAP S/4HANA.

ERP systems support interconnected business activities, and migrating them can involve extensive testing to ensure that processes, configurations and integrations continue to function as expected. Testing must account for dependencies across systems and workflows, rather than checking individual components in isolation.

Shamrock AI's platform is designed to continuously test and validate business processes, helping create a representation of the organisation's operational environment.

The company aims to use this context to support AI-assisted testing and validation during complex enterprise transformations. Its initial focus places it within a specialised segment of enterprise technology where organisations need to manage the complexity of large-scale software changes.

Shamrock AI has not disclosed specific customer deployments, migration volumes or quantified reductions in testing time in the supplied report. Its stated focus is to develop the platform for ERP transformation programmes and expand its capabilities over time.

The Enterprise Business Knowledge Graph

A central component of Shamrock AI's approach is its Enterprise Business Knowledge Graph.

The platform connects information about business processes, systems, data and configurations. This connected structure is intended to help represent how different parts of an enterprise interact.

For AI agents operating in complex organisations, understanding these relationships can be important. An action in one system may affect a workflow elsewhere, and a process may depend on multiple data sources or software configurations.

Shamrock AI aims to provide the context needed to support AI agents as they are introduced into these environments. Its continuous testing and validation capabilities are intended to build and maintain an understanding of enterprise processes.

The company's longer-term plans include expanding beyond ERP testing into data observability and autonomous business process automation. These areas would broaden its focus from validating enterprise processes to supporting a wider range of operational workflows.

The startup has not yet detailed the full technical architecture, specific integrations or product release schedule for these planned capabilities in the supplied announcement.

Enterprise customers and market focus

Shamrock AI claims to serve multiple Fortune 500 companies, including a Fortune 100 AI hardware manufacturer and a Fortune 100 healthcare company.

The company has not publicly identified these customers in the supplied report. It also has not disclosed contract values, revenue figures or the number of active deployments.

Its stated customer base indicates a focus on large enterprises, where software transformations and business processes can involve numerous interconnected systems.

For these organisations, AI adoption involves more than introducing an AI model. Companies also need to understand how the technology interacts with existing operations and how processes can be tested and validated.

Shamrock AI is positioning its platform around this operational context, with an initial emphasis on ERP transformation and plans to address additional enterprise automation needs.

Expansion plans across India, the US and the Middle East

The $5 million seed round will support Shamrock AI's product development, hiring and go-to-market expansion.

The company plans to grow its team across India and the United States, with an expected 70% to 80% of its workforce based in India. It also plans to establish a client-facing team in the US and expand its presence in the Middle East.

This hiring strategy combines an India-based workforce with teams closer to customers in international markets. The company has not disclosed specific hiring numbers, office locations or timelines for these expansion plans.

The funding gives Shamrock AI resources to develop its platform while building the commercial capabilities required to reach more enterprise customers.

Investors and the road ahead

Endiya Partners led Shamrock AI's $5 million seed round, with Capria Ventures also participating.

The company plans to direct the capital towards product development, team expansion and go-to-market efforts. Its immediate focus remains agentic test lifecycle automation for ERP transformations, including SAP S/4HANA migrations.

Over time, Shamrock AI intends to extend its platform into data observability and autonomous business process automation.

Its key challenge will be demonstrating that its connected enterprise context and continuous validation approach can support reliable AI deployment in complex business environments. It will also need to show measurable value to customers as it expands into additional use cases and markets.

For now, Shamrock AI is building around a specific enterprise challenge: helping organisations understand, test and validate their business processes as they introduce AI agents into critical workflows.