Data Agents
Cut cost, reduce risk, and accelerate insights
Managing data workflows is labor-intensive and error-prone, causing pipeline disruptions, data inaccuracies, and delayed analytics. Emergence replaces that with autonomous agents that build, monitor, and heal workflows while enforcing governance. Your data team stops maintaining pipelines and starts delivering the high-impact projects the business actually cares about.
Why data teams choose Emergence
Operational Efficiency
Agents detect, diagnose, and remediate pipeline issues before they page an engineer.
SLA Assurance
Agents build data pipelines, ingest from multiple sources, handle schema changes, and swiftly deliver accurate insights to business.
Audit-Ready Governance
Built-in policy agents apply lineage, PII masking, and access controls automatically.
Scalable Reliability
Self-healing orchestration reroutes jobs around failures; capacity grows without adding headcount.
Core Solutions
Self-Service Analytics
Natural-language queries across structured & unstructured data let analysts answer their own questions in seconds.
Data Governance
Automatic classification, policy enforcement, and immutable audit logs keep every dataset compliant. No manual tagging.
Pipelines and Operations
AI-built ELT/ETL pipelines come with continuous monitoring; anomalies are fixed before downstream dashboards break.
Why data teams choose Emergence
Case Studies
Bringing AI agents to streamline manufacturing for a leading semiconductor company
Challenge
Semiconductor manufacturing is one of the most data-intensive industries, requiring analysis of large, disparate datasets from inspection, testing, and manufacturing systems. Engineers often struggle with manual processes, siloed tools, and data overload that complicates root cause analyses.
How Our Solution Works
Our solution addresses these pain points by ingesting and standardizing test data from foundries and third-party vendors, leveraging this data to automatically generate interactive analyses and compile these findings in a consolidated report.
What’s Next?
Our approach transforms the firm’s yield analysis from a reactive, manual process into a proactive, intelligent workflow—scaling productivity, enhancing decision-making, and unlocking revenue opportunities.