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Design AI Decision Support for Verification, Not Explanation Consumption
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Design AI Decision Support for Verification, Not Explanation Consumption

An AI review screen can explain why a system made a recommendation and still give the reviewer no practical way to determine whether the recommendation is right. For consequential AI-assisted decisions, CIOs should therefore make verification (not explanation volume) the design requirement.
When Smartphone-First Computing Qualifies as an Enterprise Endpoint
Strategy Brief

When Smartphone-First Computing Qualifies as an Enterprise Endpoint

Android’s new desktop capabilities make smartphone-first computing a credible enterprise option, but technical feasibility is not enough. CIOs should approve laptop replacement only where workload, control, resilience, productivity, and lifecycle economics prove the architecture is genuinely better for users today.
Data Readiness for AI Agents Starts With the Decision
Strategy Brief

Data Readiness for AI Agents Starts With the Decision

Agent-data readiness should be measured by whether an agent has the governed information required for a defined decision, not by how much of the enterprise data estate it can technically reach.
Use AIOps to Improve Incident Diagnosis Before Automating Remediation
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Use AIOps to Improve Incident Diagnosis Before Automating Remediation

AIOps can improve incident diagnosis, but production authority should be earned—not assumed. CIOs should prove operational value, economics, and control effectiveness before allowing AI to remediate systems autonomously.
PCI DSS 4.0.1: What Justifies Going Beyond Enterprise Controls
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PCI DSS 4.0.1: What Justifies Going Beyond Enterprise Controls

PCI DSS 4.0.1 is no longer a transition exercise. For CIOs, the harder question is deciding when enterprise controls are enough and what evidence justifies going beyond them.
Endpoint Management: Standardize Control, Not Tool Count
Strategy Brief

Endpoint Management: Standardize Control, Not Tool Count

Endpoint sprawl is not, by itself, a reason to buy unified endpoint management. Consolidate only where gaps are material, then introduce Artificial Intelligence (AI) as bounded assistance before allowing it to make changes at scale.
Digital Accessibility Belongs in Application Governance
Strategy Brief

Digital Accessibility Belongs in Application Governance

CIOs should now make digital accessibility an enterprise governance requirement, treating jurisdictional legal obligations and common engineering standards separately, and keeping human validation alongside automation and AI.
Threat-Modelling User-to-User Harm in Applications
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Threat-Modelling User-to-User Harm in Applications

A technically secure application can still be unsafe for the people using it. CIOs responsible for applications with meaningful user interaction should require a User-Harm Threat Model before launch and whenever interaction functionality materially changes.
Low-Code Is Not a Backlog Strategy
Strategy Brief

Low-Code Is Not a Backlog Strategy

CIOs need a routing decision before they approve another application platform. Low-code should be treated as a selective delivery tier within application portfolio governance. It is not a general backlog-clearing strategy.
Operational AI: Scale the Service, Not the Model
Strategy Brief

Operational AI: Scale the Service, Not the Model

Operational AI should be funded as a service decision, not a model decision. The immediate risk is not simply inaccurate output. It is AI becoming embedded in enterprise software, connected to internal data and tools, and granted authority before service governance catches up.

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Design AI Decision Support for Verification, Not Explanation Consumption
Design AI Decision Support for Verification, Not Explanation Consumption
When Smartphone-First Computing Qualifies as an Enterprise Endpoint
When Smartphone-First Computing Qualifies as an Enterprise Endpoint
Data Readiness for AI Agents Starts With the Decision
Data Readiness for AI Agents Starts With the Decision

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