RESEARCH & INTELLIGENCE
A selected primary-source reading list on enterprise data. Publication dates, vendor claims and our own interpretations are kept distinct.
DEVELOPMENT / 21 OCTOBER 2026
IBM announced general availability of agentic data integration, including pipeline recommendations for human review. [S02]
Our interpretation: planning an assisted workflow should include review responsibilities and operational recovery, alongside generation speed.
TECHNICAL DOCUMENTATION / 12 OCTOBER 2026
Qlik documents code-based pipelines and AI-assisted engineering that use platform metadata. [S04]
Our interpretation: clear definitions and ownership remain prerequisites when automation makes pipeline work easier.
PRODUCT ANNOUNCEMENT / 5 MAY 2026
Precisely announced an integration agent, a data product marketplace and APIs accessible through MCP. [S05]
Our interpretation: discoverability must be paired with access conditions and fitness-for-purpose checks.
OPEN STANDARDS / FOUNDATIONAL READING
Iceberg concerns analytic tables; DCAT concerns catalog descriptions; OpenLineage concerns lineage events. [S06-S08]
Our interpretation: specify the interoperability problem before selecting a standard. These projects are complementary, not interchangeable.
SOURCE LEDGER
IBM describes a unified, governed enterprise data foundation. Vendor description, not independent performance evidence.
General availability announcement describing agent-assisted pipeline work and human review. No independent benchmarking performed.
Integration, quality and flexible deployment positioning. Product scope is vendor reported.
Describes declarative pipelines, metadata and agentic workflows. Feature access depends on product and configuration.
Announcement of an integration agent, marketplace and MCP-accessible APIs. Capabilities are not tested here.
Open table format for analytic datasets. Interoperability still depends on engine and feature support.
Open framework collecting lineage metadata about datasets, jobs and runs.
Vocabulary for interoperable descriptions of catalog resources; not a quality certification.
Official platform description used only to classify its ecosystem role.
Official platform description used only to classify its ecosystem role.