Incremental batch
Available on documented PostgreSQL, MySQL/MariaDB, SQLite and Db2 paths. Confirm the source watermark and target behaviour. Oracle and SQL Server incremental extraction are not implemented.
Supported systems · reviewed October 2026
Discovery, execution and reconciliation have different support boundaries. Confirm the product, role and execution mode for your engagement.
Implemented means an adapter exists. Verified means project records report a live run for the stated role or path; it does not certify every version, configuration or cross-system pairing. Analyst adapters are implemented; live verification should be confirmed for your environment.
| System | Analyst discovery | Framework full batch | Framework CDC source | Recon Sentinel |
|---|---|---|---|---|
| SQL Server | Implemented | Verified | Implemented¹ | Verified |
| PostgreSQL | Implemented | Verified | Verified | Verified |
| Oracle | Implemented | Verified source; target unavailable | Verified | Verified |
| MySQL | Implemented | Verified source; target needs validation | Implemented¹ | Verified |
| MariaDB | Implemented | Verified target; source needs validation | Implemented¹ | Verified |
| SQLite | Implemented | Verified | Not applicable | Supported file runner |
| Db2 (LUW) | Implemented | Verified | Implemented¹ | Implemented; live verification blocked |
| Informix | Implemented | Blocked by driver | Unavailable | Unavailable |
| BigQuery | Implemented | Target implemented; unverified | Not applicable | Unavailable |
| Snowflake | Implemented | Target implemented; unverified | Not applicable | Unavailable |
| Amazon Redshift | Implemented | Target implemented; unverified | Not applicable | Unavailable |
¹ CDC connector configurations exist for SQL Server, MySQL, MariaDB and Db2. Required logging, permissions, agents and infrastructure must be checked; these paths need engagement verification. Oracle and PostgreSQL have documented live CDC paths.
Available on documented PostgreSQL, MySQL/MariaDB, SQLite and Db2 paths. Confirm the source watermark and target behaviour. Oracle and SQL Server incremental extraction are not implemented.
Documented live paths include PostgreSQL COPY and MariaDB local-file loading. Local-file loading needs client and server permissions. Cloud warehouse target adapters require live validation.
Azure SQL and Amazon RDS are deployments of database engines, not separate universal connectors. Confirm engine compatibility, network access and permitted CDC features.
Databricks, REST APIs and standalone CSV/JSON discovery are not currently offered as Analyst connectors. Discuss a specific integration requirement before scoping it.
Confirm versions, drivers, permissions, execution mode and a representative live test before relying on a connector.