OMB put AI governance on the calendar. The data definition still needs a chair.
A board can convene the right people. It still has to make one of them responsible.
DDC · 005·74 — The standing file
The Archive
Every entry, filed by the failure mode it exposes. Nothing here is deleted — only filed.
All lanesOwner Missing · 11Definition Drift · 6Process Debt · 5Business Sense Required · 4Shiny Object Pursuit · 4Dashboard Theater · 2Platform Tunnel Vision · 2Metric Theater · 1
ISO gave AI a management system. It did not define your training data.
A management system can preserve discipline. It cannot supply the missing vocabulary.
OpenTelemetry standardized the labels. The business meaning still lives outside the trace.
Common names are valuable. They are not the same as common accountability.
The Master Data Quadrant Returns After a Four-Year Sabbatical
Gartner brings back its MDM map. The single view it charts has been under construction the whole time.
The Company That Sells the Single Source Becomes a Row in Someone Else's
Salesforce closed its purchase of Informatica. The master-data vendor is now master data.
Brussels Made You Share the Data. It Did Not Make You Define It
A right to access connected-product data arrives before anyone agrees what the fields mean.
The Clean Room Is Not a Room, and It Does Not Clean
A privacy-enhancing technology whose privacy is, by default, off.
Who Owns the Event Definition? The Registry Knows; the Org Doesn't
A compatibility check can block a breaking change. It can't name who's allowed to make one.
The Schema History Topic Remembers What Nobody Wrote Down
Debezium 3.0 ships a connector that refuses to guess. The org still guesses.
FinOps for Data: The Bill Was Always Going to Arrive
Consumption pricing was a feature until the invoice became the strategy.
"Storage Is Cheap" Was a Loan, Not a Strategy
The keep-everything reflex met a hard-drive shortage, and the reality tax came due.
Article 10 Quietly Bills You for the Data Catalog Nobody Funded
The EU AI Act's data-governance clause assumes lineage, provenance, and bias records most teams were never resourced to keep.
The €15M Privacy Fine That Collapsed Because Nobody Owned It
Europe's first big AI-training fine got voided. Not for being wrong — for being orphaned.
Everyone Agreed on the YAML. Nobody Agreed on the Owner.
A real standard for data contracts now exists. The argument it was supposed to settle has simply moved up a layer.
We Bought Active Metadata to Avoid Deciding Who Owns the Data
The catalog logs in. The steward logs the catalog. Nobody logs the decision the purchase was meant to replace.
The Monitor Crashed the Thing It Was Monitoring
OpenAI's December outage was caused by the service meant to watch for outages.
It Took 31 Vendors To Agree On What Revenue Means
An industry consortium standardized the file format for metric definitions. The meeting where Finance and Sales disagree is still on your calendar.
NIST Asked Where the Data Came From; The Pipeline Went Quiet
The Generative AI Profile treats provenance as a control — but admits most builders cannot say what they trained on.
The Build Checks the Shape. It Will Not Enforce the Promise.
dbt moved data contracts into the build step. It also lets you declare keys the warehouse never actually checks.
Moving Revenue Into A YAML File Does Not Give It An Owner
dbt open-sourced MetricFlow so agents query one definition. Whichever definition wins by default is now the one the robots inherit.
Your Pipeline Learned to Call Yesterday's Breakage Normal
Anomaly detection now defines 'good' for you. It defines it as 'whatever usually happens.'
The Lineage Graph Is Free Now, Right Up to Where It Hurts
Airflow and dbt will draw your pipeline for nothing. The arrow still dies one hop short of the meeting where the number gets used.
10 Million Student Records, One Login Nobody Deprovisioned
The FTC's fix for an ed-tech breach wasn't more storage. It was a retention schedule someone has to own.
The data contract grew up. It stopped being a schema and started being a governance control.
An engineering convenience became a control point. A control point needs a controller.
New AI rules ask you to govern data you never classified. The bill comes due first.
The obligation assumes an inventory the organization skipped. The inventory is the project.
Everyone shipped data products. The decision rights never left the building.
The catalog filled with products. The org chart did not move an inch.
The semantic layer is back to settle what a metric means. The metric is surprised anyone asked.
A define-once layer is an admission that the term was never defined.
Active metadata is everywhere. The people it describes are still somewhere else.
The catalog scanned every table. It has not been opened since the rollout.
Data observability raised a fortune to watch the number. Defining the number raised nothing.
You can monitor a metric to the second and still not know what it counts.
Master data management returns wearing an AI badge. The job description has not changed.
The models needed one definition of "customer." That was always the assignment.
Retrieval-augmented generation is a data-quality project nobody scoped.
The retriever inherits every undefined term in the corpus. The model just reads it aloud.
Lineage is mandatory for the audit and partial in practice.
A graph that stops at the warehouse door explains everything except where the number came from.
Privacy law says keep less. The model says keep everything. Nobody wrote down what "it" is.
Minimization is a sentence about purpose. Most firms never finished the sentence.
The chief data officer leaves before the definition of "customer" does.
The role turns over in months. The undefined terms have been here for years.
The table format went open. The lock-in just moved upstairs to the catalog.
Storage is interoperable now. The decisions about it are still proprietary.