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How to evolve your DTC startup’s data strategy and identify critical metrics

TechCrunch

If you’re the founder of an e-commerce startup, there’s a pretty good chance you’re using a platform like Shopify, BigCommerce or WooCommerce, and one of the dozens of analytics extensions like RetentionX, Sensai metrics or ProfitWell that provide off-the-shelf reporting. Evolving your startup’s data strategy.

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5 Things To Look For When Evaluating AI Startups

Crunchbase News

LLM customization Is the startup using a mostly off-the-shelf LLM — e.g., OpenAI ’s ChatGPT — or a meaningfully customized LLM? Different ways to customize an LLM include fine-tuning an off-the-shelf model or building a custom one using an open-source LLM like Meta ’s Llama. trillion to $4.4 trillion annually.

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How AI orchestration has become more important than the models themselves

CIO

As many companies that have already adopted off-the-shelf GenAI models have found, getting these generic LLMs to work for highly specialized workflows requires a great deal of customization and integration of company-specific data. Large language models (LLMs) just keep getting better. From Llama3.1 to Gemini to Claude3.5

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‘Just-in-time’ AI: Has its moment arrived?

CIO

Just as Japanese Kanban techniques revolutionized manufacturing several decades ago, similar “just-in-time” methods are paying dividends as companies get their feet wet with generative AI. The timeliness is critical. You don’t want to do the work too much in advance because you want that real-time context. Google has come up with a RAG service.

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AI as a service to solve your business problems? Guess again

TechCrunch

Industries of all types are embracing off-the-shelf AI solutions. Companies seeking to use AI as a differentiating technology in order to gain business advantages — and not merely doing it because that’s what everyone else is doing — require planning and strategy, and that almost always means a customized solution.

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Downer’s digital journey to deliver consistency to customers

CIO

Doing everything from strategy, build, deployment, and run is an effective learning tool to understand all the different businesses and what they need to be more effective for their customers. One of our innovations has been a solution called Fault IQ, which uses an off the shelf detection product.

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9 IT resolutions for 2025

CIO

Kenney plans to partner with commercial off-the-shelf software providers to facilitate a proof-of-concept of their out-of-the-box functionality. CIOs are an ambitious lot. Not the type to be satisfied with the status quo, they have set big goals for themselves in the upcoming year, according to countless surveys of IT execs.