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.
Data exfiltration through agents failure review helps security teams spot early signals, drift, failure modes, and recovery gaps before user impact grows. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Third-party model risk Actually Costs shows the engineering, control, change, and risk costs hidden beyond the headline price over the operating life. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Access control for embeddings Actually Costs helps security leaders connect controls, evidence, ownership, failure handling, and production decisions to risk. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Explainability requirements Under Audit helps CTO / Chief Risk Officer evaluate decision-level explanations, model context, version history, evidence retention, review workflows. Learn the controls, buying criteria, implementation approach, pitfalls, and production signals.
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.
What Model risk management Actually Costs helps leaders see the engineering, control, change, and risk costs behind the first implementation in production. 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.
What AI incident response Actually Costs helps security leaders connect controls, evidence, ownership, failure handling, and production decisions to risk. 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.
Access control for embeddings failure analysis helps security teams spot early signals, drift, failure modes, and recovery gaps before user impact grows. 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.
What AI governance operating models Actually Costs helps AI leaders connect controls, evidence, ownership, failure handling, and production decisions to risk. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Third-party model risk Under Audit helps Chief Risk Officer / CTO evaluate vendor due diligence, model change control, data handling, service resilience, exit planning. Learn the controls, buying criteria, implementation approach, pitfalls, and production signals.
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.
AI incident response failure analysis helps security leaders spot early signals, control drift, failure mechanisms, and recovery gaps before user impact grows. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What PII redaction pipelines Actually Costs explains the engineering, control, change, and risk costs behind the first implementation across production AI. 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 IP provenance for AI code Under Audit helps CTO / General Counsel evaluate code provenance, licence review, generation records, human review, release evidence. Learn the controls, buying criteria, implementation approach, pitfalls, and production signals.
A Buyer's Guide to PII redaction pipelines Under Audit helps CISO / Data Protection Lead evaluate data discovery, detection accuracy, masking policy, audit logs, exception handling. Learn the controls, buying criteria, implementation approach, pitfalls, and production signals.
A Buyer's Guide to Model risk management Under Audit helps Chief Risk Officer / CTO evaluate risk classification, independent validation, monitoring thresholds, issue management, model inventory. Learn the controls, buying criteria, implementation approach, pitfalls, and production signals.
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.
What Regulatory reporting for AI Actually Costs shows the engineering, control, change, and risk costs hidden beyond the headline price at enterprise scale. 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.
