Private inference
On-premises LLM vs private cloud: a deployment decision
Compare access, capacity, maintenance, recovery and exit. Server location answers only part of the enterprise architecture question.
Read moreInsights
Explore our curated collection of analysis on cybersecurity and AI: complex assurance challenges unpacked, the industry trends that matter, regulatory shifts, and practical, actionable guidance.
FeaturedPrivate inference
Private AI for business: a practical decision guide
Define the control you need, compare deployment options and build an evidence-based investment decision before choosing infrastructure.
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Private inference
Private inference cost: an enterprise budgeting method
Budget implementation, capacity and operation, then calculate cost per accepted task with an explicit worked example.
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Private inference
Private AI vendor assessment: an enterprise checklist
Align business, IT and security around exclusion requirements, supplier evidence, pilot acceptance, operating commitments and exit.
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Private inference
Self-hosted LLM vs API: an enterprise decision framework
Compare complete operating models against one workload. An API can also be the interface to a private inference environment.
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Private inference
Private LLM security: controls and acceptance tests
A model inside your network still needs permissions, limits and recovery. Test the complete application and retain evidence of the result.
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Private inference
Private AI data residency, access and retention
Follow a request through the interface, model, logs, backups and support. Location alone does not describe the data boundary.
Read moreComparisons and rankings
Independent comparison guides of providers and tooling: SIEM, MDR, MSSP, SOAR and consulting.
- Top MDR providers 2026: independent ranking from a SOC-CMM Silver PartnerVendor-published lists put themselves at #1. We do not sell MDR, so we score the market against the same SOC-CMM framework we use in client assessments.
- Best SIEM tools 2026: SOC-CMM-style independent rankingVendor lists put themselves first. We do not sell SIEM. Here is how the ten leading platforms score when measured against the same framework we use in client assessments.
- MSSP vs MDR vs SOC-as-a-Service in 2026: a buyer's decision frameworkThree categories that overlap on the surface and behave very differently in operation. We break them apart using SOC-CMM Services-domain language.
- SOAR platforms 2026: when automation actually reduces SOC toilAnti-hype ranking of the leading SOAR platforms with explicit guidance on when automation pays off and when it just relocates the work.
- Best open source SIEM tools 2026: free, defensible, and where to be carefulWhen open source SIEM makes commercial sense, when it does not, and how to avoid the operational debt that quietly cancels the licence savings.