How context workflows integrate into your existing data pipelines, transformation workflows, and agent orchestration systems.
Static Pipelines Break
Why hardcoded data pipelines fail when business logic changes and how to build adaptive workflows.
Logic in SQL Problem
The maintenance burden of embedding business rules directly in SQL queries and transformations.
Orchestration Limitations
How traditional workflow orchestrators handle scheduling but not decision-making logic.
Pipeline Edge Cases
Managing conditional transformations, exception handling, and non-standard data flows in pipelines.
Agents Without Context
The risks of deploying AI agents without access to business rules, constraints, and semantic context.