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 Private model hosting helps VP Engineering / Head of Infrastructure leaders connect security boundary, serving runtime, model lifecycle, capacity model, and operational controls to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Inference cost attribution 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.
What FinOps for AI workloads 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.
Edge inference Under Audit helps engineering leaders connect devices, egress, updates, fallback, and evidence to defensible local inference in production. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Disaster recovery for model services helps VP Engineering / Head of Infrastructure leaders connect recovery objectives, model and artefact replication, dependency recovery, traffic failover, and validation and failback to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Disaster recovery for model services Actually Costs helps leaders see the engineering, control, change, and risk costs behind the first implementation. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Consent and preference data Under Audit helps data leaders connect purpose, versions, propagation, deletes, and evidence to defensible preference enforcement. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Disaster recovery for model services Under Audit helps platform leaders connect RTO, RPO, failover, artefacts, and tests to defensible model recovery. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Private model hosting 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.
Data catalogues Under Audit helps data leaders connect owners, definitions, freshness, usage, and evidence to defensible metadata governance in production. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Reserved versus on-demand compute 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.
Customer 360 architecture Under Audit helps data leaders connect identity, sources, conflicts, freshness, and lineage to defensible customer profiles. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Inference cost attribution helps VP Engineering / Head of Infrastructure leaders connect request identity, usage metering, cost model, business mapping, and reporting and feedback to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
A Buyer's Guide to Reserved versus on-demand compute helps VP Engineering / Head of Infrastructure leaders connect demand baseline, burst profile, commitment term, capacity flexibility, and review process to reliable operating outcomes. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Reserved versus on-demand compute Under Audit helps platform leaders connect demand, commitments, utilisation, peaks, and evidence to defensible commitments. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
What Edge inference Actually Costs helps leaders see 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.
Change data capture Under Audit helps data leaders connect ordering, deletes, replays, schemas, and lag to defensible data change propagation in production. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.
Private model hosting Under Audit helps platform leaders connect weights, data, egress, admins, and updates to defensible private hosting in production. 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.
