Automate Data / DWH / ETL engineering with agents that work side-by-side with your team - then graduate to full automation.
Data engineering is still manual, brittle, and expensive - because critical work is trapped in scripts, legacy ETL tools, and tribal knowledge.
The winners will be those who can integrate, migrate, and operate faster - safely.
A modern lakehouse experience - on your infrastructure.
Deploy behind your firewall. Keep data where it lives.
S3-compatible object storage + open table format for ACID transactions and time travel.
Kubernetes-ready architecture. Portable across on-prem and private cloud.
Distributed computation engine for SQL, batch, and streaming.
Agents work side-by-side with engineers - then automate with guardrails.
Discovery, governance & metadata management in one place.
Automate Data Engineers and DWH/ETL Engineers with agentic automation.
Build agents that take over repetitive data engineering work - replication, lineage extraction, job analysis, source DB analysis, migrations, and operational support.
Start side-by-side (copilot mode) to earn trust. Then graduate to automation with strong guardrails, approvals, and continuous data-level verification.
From assisted execution to autonomous operations.
Agent suggests plans, SQL, mappings, and tests. Human reviews & runs. Perfect for migrations and complex pipelines.
Agent executes approved workflows end-to-end: replication, schema drift handling, lineage extraction, and job refactoring.
Every run creates feedback: quality metrics, incidents, test results. Agents learn what "good" looks like in your environment.
Automate the work across the full data lifecycle.
All use-cases run on shared, secure, governed infrastructure - on-prem or in your VPC.
Unified agentic data infrastructure
Fast, repeatable checks that prove an agent's output is correct.
Result: faster trust-building and safer automation.
Agent generates / changes pipeline
Run on sample or staging data
Execute automated test suite
Produce report + diffs
Approve → deploy → monitor
Everything you need to ship reliable agents in production.
Build & test agents using natural language.
Policies, approvals, and guardrails.
Data-level verification & regression suites.
Integrate with tools & systems via APIs.
Reusable skills for SQL, compute, DQ, and lineage.
Dashboards, alerts, and run history.
From legacy ETL to modern lakehouse pipelines.
Open components, cloud-native deployment.
Enterprise control without sacrificing speed.