The three keys to successful AI and ML outcomes
Unlocking the potential of machine learning in the generative AI era


Whether you’re already using generative AI to improve your products and differentiate your organisation or you’re just getting started, AWS can help.
As a leader in this rapidly evolving field, AWS has identified three keys that consistently enable project teams to succeed in their AI goals.
Download this eBook and you will discover:
- a foundation of terms and factors,
- clear descriptors of the keys to successful outcomes,
- customer examples and insights as reference,
- and recommended resources for additional learning.
Download now to learn more.
Provided by AWS
Get the ITPro daily newsletter
Sign up today and you will receive a free copy of our Future Focus 2025 report - the leading guidance on AI, cybersecurity and other IT challenges as per 700+ senior executives
ITPro is a global business technology website providing the latest news, analysis, and business insight for IT decision-makers. Whether it's cyber security, cloud computing, IT infrastructure, or business strategy, we aim to equip leaders with the data they need to make informed IT investments.
For regular updates delivered to your inbox and social feeds, be sure to sign up to our daily newsletter and follow on us LinkedIn and Twitter.
-
Bigger salaries, more burnout: Is the CISO role in crisis?
In-depth CISOs are more stressed than ever before – but why is this and what can be done?
By Kate O'Flaherty Published
-
Cheap cyber crime kits can be bought on the dark web for less than $25
News Research from NordVPN shows phishing kits are now widely available on the dark web and via messaging apps like Telegram, and are often selling for less than $25.
By Emma Woollacott Published
-
Meta executive denies hyping up Llama 4 benchmark scores – but what can users expect from the new models?
News A senior figure at Meta has denied claims that the tech giant boosted performance metrics for its new Llama 4 AI model range following rumors online.
By Nicole Kobie Published
-
Fake it till you make it: 79% of tech workers pretend to know more about AI than they do – and executives are the worst offenders
News Tech industry workers are exaggerating their AI knowledge and skills capabilities, and executives are among the worst offenders, new research shows.
By Nicole Kobie Published
-
Sourcetable, a startup behind a ‘self-driving spreadsheet’ tool, wants to replicate the vibe coding trend for data analysts
News Sourcetable, a startup developing what it’s dubbed the world’s first ‘self-driving spreadsheet’, has raised $4.3 million in funding to transform data analysis.
By Ross Kelly Published
-
DeepSeek and Anthropic have a long way to go to catch ChatGPT: OpenAI's flagship chatbot is still far and away the most popular AI tool in offices globally
News ChatGPT remains the most popular AI tool among office workers globally, research shows, despite a rising number of competitor options available to users.
By Ross Kelly Published
-
‘DIY’ agent platforms are big tech’s latest gambit to drive AI adoption
Analysis The rise of 'DIY' agentic AI development platforms could enable big tech providers to drive AI adoption rates.
By George Fitzmaurice Published
-
Fit for artificial intelligence
whitepaper Ensure data availability to applications and services with hybrid cloud storage
By ITPro Published
-
Fit for AI
whitepaper Ensure data availability to applications and services with hybrid cloud storage
By ITPro Published
-
'Customers have been begging us to launch': AWS just rolled out Amazon Q Business in Europe – and it includes new data residency features
News AWS has announced the availability of its Amazon Q Business platform in Europe in a move sure to please sovereignty-conscious customers.
By George Fitzmaurice Published