Amazon Web Services, AI and the Future of Startups

The technology startup market is lively and constantly changing, with Gen AI, climate tech and agtech just some areas gaining significant traction.

As this space thrives — thanks to innovation in disruptive technologies and an environment fostering rapid growth — Amazon Web Services (AWS) is playing a pivotal role.

Its dedicated startup division is led by Tricia Troth in the UK and Ireland.

Introducing AWS’ startup team

Tricia Troth has been at the helm of AWS’ UK and Ireland startup team for three years following five years with AWS in commercial, go-to-market and digital transformation roles.

Her current team is made up of former startup operators, scale-up veterans, VCs and ecosystem experts — ensuring AWS’ support goes far beyond technology.

“We want to truly understand the challenges that startups face, as well as the opportunities, to ensure that we are doubling down from a business, commercial, go-to-market and technical support side to really help them accelerate,” Tricia says.

“It’s not only about their adoption of disruptive technologies, but scaling their businesses and hopefully going on to be huge successes — and the next unicorns.”

Tricia is positive about the vibrancy of the startup scene, particularly in the UK, with a key focus on disruptive technology.

“We’ve got a number of super interesting startups being born in the UK who are really leaning in and building from the ground up,” she adds.

“If we look at the quality of the startups that are coming through, they're really building quite natively with disruptive technology. 

“Zilch is a great example. It’s a UK born and bred startup that is still operating in the UK, but has gone global. It’s a double unicorn in the fintech space, the first ad-subsidised payments platform and they've now scaled to four million users.”

The scale of Zilch’s data operations is vast — over the past four years, the company’s direct-to-consumer model has generated more than half a billion customer data sets. 

Each week, Zilch processes approximately 5.4TB of data as it provides users with personalised spending limits, recommendations and fraud detection — fuelled by advanced AI models on AWS. 

With more than 80,000 new customers joining every month and traffic averaging more than 3,000 requests per second, the platform’s immense data volume underpins its ability to deliver tailored financial experiences to millions

Startups and AI strategy

AWS’ Unlocking the UK’s AI Potential report shows that 52% of UK businesses now utilise AI technologies — up 33% from last year.

“That’s one every minute, which is completely mind-blowing when you consider it,” Tricia adds.

“Around 59% of startups as part of that are effectively leveraging Gen AI. What’s really interesting is 36% are putting it natively into the products and services that they offer their end customers and they go to market with, which is very different to enterprise.”

She explains that Phytoform, an agriculture and biotechnology company, exemplifies how startups are tackling food crop sustainability. 

Phytoform’s core mission is to make food crops more sustainable — reducing carbon emissions, decreasing reliance on pesticides and increasing resilience to climate change by developing drought-resistant varieties. 

As a British startup and winner of the Compute for Climate Fellowship, Phytoform accelerated its innovation using AWS resources. Through its AI.TIVE platform, powered by AWS’ advanced compute and Omics tools, Phytoform is able to identify genetic traits with significant sustainability benefits. 

These advancements produced a tomato variety that achieved a 400% higher yield and greater drought resistance, allowing production cycles to be reduced from three rounds to just one. 

She also highlighted the success of food waste management app Olio, which is an AWS Activate customer.

What is AWS Activate?

Home to over 330,000 startups around the world, AWS Activate is a programme designed specifically for startups and early-stage companies to help them build, launch and scale their businesses using AWS.

Founded in 2013, AWS Activate provides eligible startups with a range of valuable benefits, including:

• AWS credits: Startups can apply for up to US$100,000 in credits to offset the costs of using more than 200 AWS services such as computing, storage and databases. These credits help cover infrastructure expenses and make experimenting, prototyping and scaling more affordable.
• Technical support and training: Activate members get access to technical resources, business mentorship and curated training materials to help them optimise their AWS usage.
• Expert guidance and exclusive offers: The programme includes guidance from AWS experts, discounts on third-party solutions and special offers from AWS partners — potentially worth up to US$800,000 in total savings.
• Networking and exposure: Startups can join the AWS Startup Showcase, a directory that helps them connect with peers, catch the interest of investors and grow their network.
• Specialised programmes: Activate participants gain access to tailored startup programmes and promotions that support them at various stages of development.

AWS Activate is free to join for startups that meet programme criteria and is available in two main packages.

The intention is to remove technical and financial barriers, so founders can focus on building products, acquiring customers, and scaling rapidly using AWS’ secure, scalable cloud infrastructure.

“Because we want to alleviate some of the challenges startups face in terms of their resource pool — they’re normally time poor, cash constrained — so we provide accelerators and programmes with credits and technical support to get them through to production and hopefully scale.”

The programme helped the aforementioned Olio grow to eight million users, which Tricia says “is a really great impact when we think about what we’re trying to create for sustainability in the world”.

AWS: Continuing to accelerate startups

“Although we’re not at the beginning of the journey, this space is evolving super, super quickly,” Tricia adds. “If I look at the permeation of AI with native builders for startups, we said 36% of startups are already natively building AI into their products and services for their end customers. This is only going to increase — and exponentially — with time.

“We're seeing this across pretty much all verticals — ISVs and B2B SaaS companies are leveraging AI in their generative offering, for example, for them to capitalise on that next wave. 

“From fintech and life sciences to climate tech and sustainability, we’re also seeing it in regulated industries like legal tech.”

AWS is set to continue to support startups through its comprehensive and expanding suite of programmes and resources designed to help founders innovate, scale, and succeed across every stage of growth. 

As Tricia emphasises, the company is committed to reducing technical and financial barriers while providing deep expertise, hands-on support and pathways to market, ensuring startups worldwide have every opportunity to innovate and scale successfully.