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Articles by Category: Tech Sketch

How ISO/IEC 42001 is Shaping Responsible AI
Tech Sketch

How ISO/IEC 42001 is Shaping Responsible AI

ISO/IEC 42001 is the world’s first international standard for managing AI responsibly. It provides a formal AI Management System framework to help AI developers embed governance and transparency into their AI. IT leaders and AI teams can embed this standard into procurement to ensure that their businesses only adopt auditable, trustworthy, and ethical AI.
Use Tailored Intelligence to Align AI Approaches with Business Needs
Tech Sketch

Use Tailored Intelligence to Align AI Approaches with Business Needs

Not every IT challenge requires an expensive, high-performance AI solution. As AI hype pushes businesses toward transformers and LLMs, many use cases are suitable for simpler, cheaper solutions. CIOs and IT leaders who recognize this will be able to pair the right AI with the right problem while maximizing performance and optimizing spending.
Mind the Enthusiasm Gap: Rethink AI Change Management for 2026
Tech Sketch

Mind the Enthusiasm Gap: Rethink AI Change Management for 2026

Leaders believe that rolling out AI is a productivity bonus. In reality, only about a third of respondents feel that way. For CIOs in mid-to-large enterprises, this isn’t a vibes problem; it’s a material execution risk. AI ROI is increasingly constrained not by models or infrastructure, but by a basic misread of how ready and trusting your workforce really is.
More Precise Vibe Coding with Spec-driven Development
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More Precise Vibe Coding with Spec-driven Development

Vibe coding has accelerated software development through rapid prototyping. However, the generated code may not match what is required sometimes. Spec-driven development can solve this problem by constraining AI’s creative wiggle room. CIOs and IT leaders can harness spec-driven development to ensure that AI-generated code is more consistent, accurate, and auditable.
The True Cost of Zero Downtime: Rethinking Blue/Green Deployments for SMEs
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The True Cost of Zero Downtime: Rethinking Blue/Green Deployments for SMEs

Blue-green deployments provide seamless software rollouts and redundancy to minimize downtime. However, this strategy can drain an SME’s budget because more resources are required compared to a single deployment. CIOs and cloud engineers in SMEs can adopt cost optimization strategies to maintain deployment safety and rollback options through blue/green deployment while reducing duplicate environment waste and overhead.
Offline Intelligence: How SMEs Can Harness AI Without the Cloud
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Offline Intelligence: How SMEs Can Harness AI Without the Cloud

Deploying AI in the cloud is convenient and streamlines operations. However, this approach may not be suitable for SMEs facing compliance, privacy, and budget constraints. AI deployments in an air-gapped environment may be suitable to decrease the risk of data leaks and unpredictable cloud costs. CIOs can help their SMEs to maintain full control over data, cost, and regulatory alignment without cloud exposure by using air-gapped environments.
How SMEs Can Navigate the AI Tech Surge Using Tech Radars
Tech Sketch

How SMEs Can Navigate the AI Tech Surge Using Tech Radars

AI tools are flooding the market due to the current AI boom. It becomes harder for SMEs to discover suitable tools for their needs in this crowded marketplace of tools. A well-structured AI technology radar can help provide direction and reduce adoption risks. This allows CIOs and SMEs to save resources, reduce budgets, and embrace AI tools that provide the best ROI.
MedGemma and MedSigLIP: Google's Prescription for Smarter Healthcare
Tech Sketch

MedGemma and MedSigLIP: Google's Prescription for Smarter Healthcare

AI continues to advance the speed and accuracy of healthcare delivery. Google’s MedGemma and MedSigLIP are new open-weight models tailored for medical use. Unlike general-purpose AI, these specialized models help minimize hallucinations. IT leaders in small and medium-sized medical practices can look at these specialized models to deploy safer and more reliable AI-driven support for healthcare professionals.
How AI Is Reshaping Visual Effects Budgets
Tech Sketch

How AI Is Reshaping Visual Effects Budgets

AI-generated visual effects (VFX) are reducing production budgets and timelines for large production studios. These visual effects can range from replacing a green screen with a desired environment to generating explosions for an action scene. With AI, video editors and content creators in media houses can punch above their weight and create high-quality visual effects once out of reach due to budget and in-house tech limitations.
Bias in the Machine: How to Find Blind Spots in LLMs
Tech Sketch

Bias in the Machine: How to Find Blind Spots in LLMs

Auditing bias in large language models (LLMs) is not just a technical requirement; it is mission-critical for fair, trusted AI. Biased models can lead to regulatory penalties, financial loss, reputational damage, and eroded trust. IT leaders and AI teams in SMEs must understand how to detect biases in data and models to create more trustworthy AI systems.