10x Data Engineering Agents.
Analyze impact, refactor models, and debug pipelines. Powered by a fleet of agents with full data stack context.
A living map of your data stack.
Typedef builds a continuously-updated data context layer so agents always have the full picture.
Rigorously tested on real-world data engineering workflows. Context changes everything.
Agents with full lineage context dramatically outperform those without it.
Data Context Layer
Data Context Layer
Task Success Rate (TSR) measures the percentage of real-world data engineering tasks completed successfully against production-grade acceptance criteria. Tested across impact analysis, root cause debugging, and model refactoring.
Feel the power of system-level context.
End-to-End Impact Analysis
Changing a staging model? See every downstream report, metric, and dashboard affected, before you merge.
Automated Root Cause Analysis
When pipelines break, Typedef traces lineage to isolate the failing node.
Report Reconciliation
Traces every field in your source report, end-to-end and compares it against your BI layer.
Authoring
Trace each field through the lineage and generate a layer-by-layer implementation plan with verification steps and risk analysis.
Semantic Validation
Compare computation logic across every model that defines the metric. Examine filter conditions, date handling, grain, aggregation method, and more.
Enabling Agentic Analytics
Powers BI with a shared, continuously updated model of your stack.
Enterprise-Grade Security
SOC 2 Type II + GDPR
Compliance-aligned controls, logging, and auditability built in.
VPC Deployment
Deployed into your private VPC with your network and key controls.
Secure Encryption
Typedef leverages SSO, RBAC, and full audit trails by default.
No Data Egress
Runs entirely inside your environment.