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Competitive Analysis Requires Benchmarking Your Own Company

Crayon

This brings us to a concept called competitive benchmarking, which is critical to competitive analysis success. Keep reading to learn how to benchmark your company against your competition for a successful competitive analysis. What is Competitive Benchmarking? Let’s start with the basics.

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When is data too clean to be useful for enterprise AI?

CIO

A golden dataset of questions paired with a gold standard response can help you quickly benchmark new models as the technology improves. LLMs can pass the bar exam or the medical board because those tests are too clean to be useful benchmarks, explains Swaminathan. For AI, there’s no universal standard for when data is ‘clean enough.’

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Benchmarks without context are meaningless: The pitfalls of data without insight

CIO

This is a common scenario: A client reaches for benchmarks and metrics without fully grasping the larger context. But benchmarks, while useful in certain cases, are often misleading when taken out of context. Executives and boards want hard data, and benchmarks offer an easy way to provide seemingly objective metrics.

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

CIO

Learn more about IDC’s research for technology leaders OR subscribe today to receive industry-leading research directly to your inbox. Contact us today to learn more. Where innovation and agility are key drivers of competitive advantage, traditional IT metrics that shaped IT for the past 50 years are insufficient.

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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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Edge computing lessons learned

CIO

Learn more about IDC’s research for technology leaders. Contact us today to learn more. Satturu of Casey’s agrees: “Edge is an important part of our technology foundation that will help enable better outcomes. It’s not a silver bullet but must be combined with good application, security, and data design to unlock its full potential.”

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Bridging the IT skills gap, Part 1: Assessing current strategies and introducing GenAI as a unified solution

CIO

GenAI can augment workers capabilities, automate complex tasks, and facilitate continuous learning. Knowledge management: GenAI helps organize and retrieve organizational knowledge, making it easier for IT professionals to access the information they need to solve problems and learn new skills. Contact us today to learn more.

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