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.
What Explainability requirements 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.
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.
A Buyer's Guide to Regulatory reporting for AI Under Audit helps Chief Risk Officer / AI Governance Lead evaluate model inventory, impact classification, evidence retention, reporting ownership, change history. Learn the controls, buying criteria, implementation approach, pitfalls, and production signals.
A Buyer's Guide to Model cards and documentation Under Audit helps AI Governance Lead / CTO evaluate model purpose, limitations, data provenance, evaluation results, version history, ownership. Learn the controls, buying criteria, implementation approach, pitfalls, and production signals.
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.
What Model cards and documentation Actually Costs explains 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 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.
What Prompt injection defence Actually Costs shows leaders the engineering, control, change, and risk costs hidden beyond the headline price in production. 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.
What Data exfiltration through agents Actually Costs shows the engineering, control, change, and risk costs hidden beyond the headline price in production. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Acceptable use policy design 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 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.
What Data residency and sovereignty Actually Costs explains 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 Prompt injection defence Under Audit helps CISO / CTO evaluate instruction trust boundaries, tool permissions, retrieval controls, detection, response. Learn the controls, buying criteria, implementation approach, pitfalls, and production signals.
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.
