Long-form essays from the engineers shipping AI inside payers, hospitals, energy operators and proptech platforms. Written for technology leaders who care more about what runs in production than what trended last week.
A Buyer's Guide to Backfill strategy helps CDO / VP Data leaders connect scope definition, source snapshot, compute isolation, publication strategy, and validation and rollback to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Entity resolution helps CDO / VP Data leaders connect identity keys, match features, confidence policy, survivorship rules, and human review and reversibility to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Entity resolution Under Audit helps CDO / VP Data leaders test controls, evidence, ownership, failure handling, and recovery. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Data mesh operating models Under Audit helps data leaders connect domains, owners, SLOs, platform, and federation to defensible data ownership in production. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Pipeline observability Under Audit helps CDO / VP Data leaders test controls, evidence, ownership, failure handling, and recovery. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Master data management helps CDO / VP Data leaders connect master entities, source authority, survivorship rules, stewardship workflow, and distribution and change history to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Pipeline observability helps CDO / VP Data leaders connect freshness and volume, data quality signals, dependency graph, business impact mapping, and incident workflow to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Feature stores helps CTO / Head of AI leaders connect feature definitions, offline computation, online serving, point-in-time retrieval, and ownership and monitoring to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Data contracts helps CDO / VP Data leaders connect contract scope, schema and semantics, quality expectations, change policy, and enforcement to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Data quality SLAs helps CDO / VP Data leaders connect critical data products, quality dimensions, thresholds and error budgets, ownership and escalation, and evidence and review to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Vector database selection helps CTO / Head of AI leaders connect index and distance model, metadata filtering, update semantics, scale and tenancy, and operational controls to reliable production outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Master data management Under Audit helps CDO / VP Data leaders test controls, evidence, ownership, failure handling, and recovery. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Point-in-time correctness Under Audit helps CDO / VP Data leaders test controls, evidence, ownership, failure handling, and recovery. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Data quality SLAs Under Audit helps data leaders connect metrics, thresholds, owners, incidents, and evidence to defensible data service levels in production. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Schema evolution Under Audit helps CDO / VP Data leaders test controls, evidence, ownership, failure handling, and recovery. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Data catalogues helps CDO / VP Data leaders connect asset discovery, business context, ownership, trust signals, and usage workflow to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Data mesh operating models helps CDO / VP Data leaders connect domain ownership, data product obligations, platform capabilities, federated governance, and operating metrics to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Data contracts Under Audit helps data leaders connect schemas, semantics, owners, changes, and tests to defensible producer contracts in production systems. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Feature stores Under Audit helps CTO / Head of AI leaders test controls, evidence, ownership, failure handling, and recovery. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Reverse ETL Under Audit helps CDO / VP Data leaders test controls, evidence, ownership, failure handling, and recovery. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Change data capture helps CDO / VP Data leaders connect source capture, event semantics, ordering and offsets, schema handling, and recovery and replay to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Streaming versus batch pipelines Under Audit helps CDO / VP Data leaders test controls, evidence, ownership, failure handling, and recovery. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Customer 360 architecture helps CDO / VP Data leaders connect identity model, source authority, event model, profile assembly, and activation controls to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Data lineage helps CDO / VP Data leaders connect technical dependency capture, column and field mapping, business context, ownership, and change and incident workflows to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
One long-form essay every other Wednesday. Written by the engineers shipping production AI for our clients, not by a content team. No promotional emails. Unsubscribe in one click.
