Definition
Data gravity
The tendency of applications and workloads to cluster around large data stores.
From the episode “Tokenomics Will Wreck Your Margins: The AI Model Routing Workflow That Cuts Spend”Hear it on the podcast1 episode
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Related terms in Product & Engineering
Critical design reviewThe high-stakes engineering gate where a design gets locked toward production. Everything after this point gets radically more expensive to change.Data AppA self-contained interactive interface — often React-based — generated by an agent to visualize and interact with data without requiring a human developer to build it.Data catalogEnterprise software that indexes an organization's data so teams can find, govern, and trust it. The category data.world built in.Data governanceThe policies covering how data is stored, retained, protected, and audited.Data lakeA centralized repository for structured and unstructured data. Not an Excel file, no matter what the filename says.Data miningFinding patterns and trends in large datasets using statistics and machine learning.Data modelingHow information is structured and related so a system can query and trust it.Data Provenance (Security Context)The verified, cryptographically attested record of where data came from - which device produced it, which identity authorized it, through which workflow it passed - as a security property rather than just a metadata label. In the AI era, data provenance is the architecturally correct answer to synthetic media and deepfakes: instead of trying to detect whether content was AI-generated (an arms race that detectors will lose), you attest the chain of custody from origin to recipient. Jasson Casey's prediction: device-bound credentials will extend beyond authenticating humans to attesting the provenance of data produced by cameras, microphones, sensors, and implants. The camera on a phone will have a passkey; the microphone will have a passkey. Anything that generates consequential data will eventually need a way to attest its origin - not because the content cannot be faked, but because provenance establishes authorization.