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CIOs’ lack of success metrics dooms many AI projects

CIO

Many organizations have launched dozens of AI proof-of-concept projects only to see a huge percentage fail, in part because CIOs don’t know whether the POCs are meeting key metrics, according to research firm IDC. Many POCs appear to lack clear objections and metrics, he says.

Metrics 187
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CIO metrics are failing digital transformation; it’s time to radically rethink success

CIO

However, the metrics used to evaluate CIOs are hindering progress. The status of digital transformation Digital transformation is a complex, multiyear journey that involves not only adopting innovative technologies but also rethinking business processes, customer interactions, and revenue models.

Metrics 192
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From project to product: Architecting the future of enterprise technology

CIO

Understanding and tracking the right software delivery metrics is essential to inform strategic decisions that drive continuous improvement. This transformation requires a fundamental shift in how we approach technology delivery moving from project-based thinking to product-oriented architecture.

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Benchmark Metrics to Improve Your Recruiting Funnel

Hacker Earth Developers Blog

This is where benchmarking metrics for your recruiting funnel come into play. By measuring the right metrics at each stage of the funnel, you can make data-driven decisions that improve your overall recruitment strategy. Its a critical metric because it helps identify how efficient your recruiting process is.

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Software Delivery Metrics for the C-Suite

A key challenge for all technology leaders is building a strong relationship with internal stakeholders and customers. Often, senior stakeholders view technology delivery as a ‘black box’. It incurs a lot of costs and is strategically critical - but is very little understood.

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Six steps to creating a successful IT strategy: A guide for CIOs

CIO

In today’s rapidly evolving technological landscape, the role of the CIO has transcended simply managing IT infrastructure to becoming a pivotal player in enabling business strategy. Understanding the company’s competitive position allows IT leaders to mindfully act to implement technology for competitive advantage.

Strategy 200
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5 tips for better business value from gen AI

CIO

Specify metrics that align with key business objectives Every department has operating metrics that are key to increasing revenue, improving customer satisfaction, and delivering other strategic objectives. Below are five examples of where to start. Gen AI holds the potential to facilitate that.

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Prioritizing Customer Experience Using SLIs & SLOs: A Case Study from The Telegraph

There was a time when technology managers needed to actively monitor these kinds of granular metrics, but today, these alerts just create distracting noise. Getting constant alerts that something is broken with your product, despite there being nothing wrong. Alert fatigue is a real thing.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation metrics for at-scale production guardrails.

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How to Apply Software Delivery Metrics to Make Technology Investment Count?

The increased cost of capital and riskier economic environment in 2023 are changing the way organizations think about technology investment. As belts are tightened, CTOs are under pressure to do more with less and provide clear evidence that their software delivery teams deliver value as efficiently and predictably as possible.

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Monitoring AWS Container Environments at Scale

Download this eBook to learn about: The changing state of containers in the cloud and explore why orchestration technologies have become an essential part of today’s container ecosystem. Key metrics to monitor when leveraging two container orchestration systems.

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Trusted AI 102: A Guide to Building Fair and Unbiased AI Systems

Numerous high-profile examples demonstrate the reality that AI is not a default “neutral” technology and can come to reflect or exacerbate bias encoded in human data. How to choose the appropriate fairness and bias metrics to prioritize for your machine learning models.

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The ABM Benchmark Survey

Download the report to learn more about: The strategies and technologies ABM marketers are using to increase ABM successes Why it’s important to shift toward more targeted, personalized assets How marketers are meeting buyers' demands for self-service journeys Which metrics and marketing KPIs matter across the ABM funnel

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LLMs in Production: Tooling, Process, and Team Structure

Speaker: Dr. Greg Loughnane and Chris Alexiuk

Technology professionals developing generative AI applications are finding that there are big leaps from POCs and MVPs to production-ready applications. However, during development – and even more so once deployed to production – best practices for operating and improving generative AI applications are less understood.

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At Last, the Secrets to Effective Stakeholder and Board Member Communications are Revealed!

Speaker: Heather Wilde, Coach, Speaker, and CTO at theDifference | Pandora Ovanessian, CIO, VP of Technology, and Technology Consultant | Steve McConnell, Author of Code Complete and CEO at Construx Software

Translating engineering and technological jargon in an accessible way, one that encourages contribution for improvement and helps your stakeholders understand your organizations achievements, is difficult. Use objective metrics in your communication to give better reporting. Choose the right engineering KPIs.