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 Access control for embeddings helps enterprise leaders connect chunk-level permissions, query-time filtering, permission freshness, deletion, and inversion risk to vector stores that respect the source ACLs. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Data exfiltration through agents helps enterprise leaders connect legitimate tool misuse, egress visibility, agent-initiated traffic classification, output channels, and volume controls to detecting exfiltration that uses approved paths. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
AI incident response Under Audit helps enterprise leaders connect incident records, detection evidence, near-miss capture, timeline reconstruction, and remediation proof to a response function that can show it detects things. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Data exfiltration through agents Under Audit helps enterprise leaders connect egress records, sequence reconstruction, volume evidence, agent attribution, and retention to answering what left rather than what was permitted. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to AI governance operating models helps enterprise leaders connect decision rights, review placement, throughput, escalation, and delivery-path integration to governance that people route through rather than around. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Acceptable use policy design Under Audit helps enterprise leaders connect enforcement evidence, attestation limits, violation records, exception handling, and communication proof to policy that demonstrates operation rather than existence. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to PII redaction pipelines helps enterprise leaders connect per-entity recall, utility loss, re-identification through context, placement in the flow, and reversibility to redaction that holds where it matters. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Acceptable use policy design helps enterprise leaders connect followable rules, named data categories, sanctioned alternatives, enforcement placement, and review cadence to a policy people can actually comply with. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to AI incident response helps enterprise leaders connect affected-output identification, detection independent of health, remediation reach, notification paths, and vendor dependency to tooling that handles a wrong model rather than a down one. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Model risk management helps enterprise leaders connect change without release, continuous validation, vendor version control, ongoing monitoring, and independent review to MRM that fits models which move on their own. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Access control for embeddings Under Audit helps enterprise leaders connect live access testing, low-privilege user probes, deletion verification, permission currency, and derived-store scope to controls tested rather than described. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
AI audit trails Under Audit helps enterprise leaders connect sample testing, decision-level retrieval, retention proof, completeness evidence, and control operation to trails that survive an auditor picking a case at random. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to IP provenance for AI code helps engineering leaders connect generation attribution, commit-time capture, licence scanning limits, diligence readiness, and vendor indemnity to knowing which code came from where. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Data residency and sovereignty Under Audit helps enterprise leaders connect independent verification, vendor attestation limits, flow evidence, access logs, and subprocessor proof to residency claims that hold under testing. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Regulatory reporting for AI helps enterprise leaders connect system inventory, classification, change records, evidence retention, and jurisdictional scope to reporting obligations you can actually meet. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Data residency and sovereignty helps enterprise leaders connect inference location, logs and telemetry, caches, support access, and contractual guarantees to residency that covers the parts nobody checks. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to AI audit trails helps enterprise leaders connect decision reconstruction, retrieval capture, version pinning, retention, and human action logging to a trail that answers the question someone will ask. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Third-party model risk helps enterprise leaders connect model substitution rights, subprocessor chains, change notification, evaluation continuity, and exit paths to vendor risk that survives the vendor changing the model. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
AI governance operating models Under Audit helps enterprise leaders connect coverage reconciliation, population discovery, exception records, decision evidence, and operating effectiveness to governance that survives a completeness test. 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.
