Shamrock AI builds a process‑aware digital twin of enterprise business workflows that continuously validates data, integrations, and ERP operations in real time.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprise ERP environments such as SAP, Salesforce, and Workday experience frequent data quality issues, workflow disruptions, and integration failures during upgrades, migrations, and system changes. Traditional validation processes are manual, costly, and often incomplete, leading to operational risk and delayed project timelines.
Solution
Shamrock AI creates a process‑aware digital twin of an organization’s business processes and continuously validates data, integrations, and workflows in real time. AI‑driven validation agents interpret unstructured artifacts, extract transformation rules, and generate executable checks that run automatically across ERP systems. When discrepancies are detected, the agents correct errors or flag them for review, preventing downstream impact. The platform delivers actionable quality insights, automated regression coverage, and integrates with existing QA tools and CI/CD pipelines, enabling enterprises to maintain data integrity throughout system evolution.
Target Audience
Primary customers are CIOs, ERP program managers, and enterprise QA teams responsible for large‑scale SAP transformations, system migrations, and integration projects within Fortune 500 organizations.
Features
- Real‑time digital twin that mirrors business processes and data flows across SAP, Salesforce, Workday, and other ERP platforms
- AI validation agents that generate and execute executable checks from documents, process flows, middleware, and XML integration artifacts
- Automated detection and correction of data errors, with prioritized action items and quality insights for domain experts
- Integration validation for source‑to‑target data transformations, including legacy retrofitting into S/4HANA
- Seamless connectivity to QA frameworks such as Selenium, TOSCA, Jenkins, and JIRA, plus support for CI/CD pipelines
- Enterprise‑grade security with encryption in transit and at rest, and SOC 2 compliance in progress