Feb 4, 2021

Evinced raises $17mn to make websites accessible

Evinced
accessibility
AI
computer vision
William Smith
2 min
Evinced offers technology that automatically detects potential web accessibility pitfalls during the development cycle, and suggests changes
Evinced offers technology that automatically detects potential web accessibility pitfalls during the development cycle, and suggests changes...

San Francisco, California-based Evinced offers a digital platform that allows companies to analyse their assets based on accessibility.

Considerations of accessibility are becoming increasingly important and prevalent in the technology industry. One only needs to look at Microsoft’s Xbox Adaptive Controller, a modular system that allows those of varying levels of ability access to video games. On the software side, game developers are also building in options that extend access to as many people as possible.

Achieving a high level of accessibility can be labour intensive, however, as companies try to comply with laws and other regulations on accessibility while at the same time developing software at a much faster pace.

Automating accessibility

Which is where Evinced comes in. The company offers technology that automatically detects potential web accessibility pitfalls during the development cycle, and suggests changes. The technology relies on computer vision and AI algorithms, with customers including financial giant Capital One.

“The root cause of accessibility problems is the fact that large parts of the web are not machine readable; instead, they were designed for visual consumption. Evinced has developed technology that visually analyzes websites and applications, builds a structural semantic model, and then compares it to the actual code to detect potential accessibility issues. This fundamentally new technology approach enables us to significantly outperform legacy approaches,” said founder and CEO Navin Thadani.

A growing industry

Since being founded in 2018, the company has raised almost $20mn. Its latest Series A round, announced yesterday, saw the company receive $17mn from lead investors M12, Capital One Growth Ventures and Benhamou Global Ventures, alongside Engineering Capital.

The company said it would use the funding to deploy products including a site scanner and Debugger.

“With over one billion people globally living with a disability, corporations need to ensure the accessibility of digital properties so that all customers can access their products and services,” said Global Head of M12 Nagraj Kashyap. “Building accessible code is the right thing to do, and it’s also good for business. Evinced has a unique technology approach that will enable enterprise developers to weave accessibility into their software development process, and ultimately, engage more customers.”

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May 7, 2021

AI Shows its Value; Governments Must Unleash its Potential

AI
Technology
digitisation
Digital
His Excellency Omar bin Sultan...
4 min
His Excellency Omar bin Sultan Al Olama talks us through artificial intelligence's progress and potential for practical deployment in the workplace.
His Excellency Omar bin Sultan Al Olama talks us through artificial intelligence's progress and potential for practical deployment in the workplace...

2020 has revealed just how far AI technology has come as it achieves fresh milestones in the fight against Covid-19. Google’s DeepMind helped predict the protein structure of the virus; AI-drive infectious disease tracker BlueDot spotted the novel coronavirus nine days before the World Health Organisation (WHO) first sounded the alarm. Just a decade ago, these feats were unfathomable. 

Yet, we have only just scratched the surface of AI’s full potential. And it can’t be left to develop on its own. Governments must do more to put structures in place to advance the responsible growth of AI. They have a dual responsibility: fostering environments that enable innovation while ensuring the wider ethical and social implications are considered.

It is this balance that we are trying to achieve in the United Arab Emirates (UAE) to ensure government accelerates, rather than hinders, the development of AI. Just as every economy is transitioning at the moment, we see innovation as being vital to realising our vision for a post-oil economy. Our work in his space has highlighted three barriers in the government approach when it comes to realising AI’s potential. 

First, addressing the issue of ignorance 

While much time is dedicated to talking about the importance of AI, there simply isn’t enough understanding of where it’s useful and where it isn’t. There are a lot of challenges to rolling out AI technologies, both practically and ethically. However, those enacting the policies too often don’t fully understand the technology and its implications. 

The Emirates is not exempt from this ignorance, but it is an issue we have been trying to address. Over the last few years, we have been running an AI diploma in partnership with Oxford University, teaching government officials the ethical implications of AI deployment. Our ambition is for every government ministry to have a diploma graduate, as it is essential to ensure policy decision-making is informed. 

Second, moving away from the theoretical

While this grounding in the moral implications of AI is critical, it is important to go beyond the theoretical. It is vital that experimentation in AI is allowed to happen for its own sake and not let ethical problems stymie innovations that don’t yet exist. Indeed, many of these concerns – while well-founded – are born out in the practical deployment of these end-use cases and can’t be meaningfully discussed on paper.

If you take facial recognition as an example, looking at this issue in abstract quickly leads to discussions over privacy concerns with potential surveillance and intrusion by private companies or authorities’ regimes. 

But what about the more specific issue of computer vision? Although part of the same field, the same moral quandaries do not arise, and the technology is already bearing fruit. In 2018, we developed an algorithmic solution that can be used in the detection and diagnosis of tuberculosis from chest X-rays. You can upload any image of a chest X-ray, and the system will identify if a person has the disease. Laws and regulations must be tailored to unique use-cases of AI, rather than lumping disparate fields together.

To create this culture that encourages experimentation, we launched the RegLab. It provides a safe and flexible legislation ecosystem to supports the utilisation of future technologies. This means we can actually see AI in practice before determining appropriate regulation, not the other way around. Regulation is vital to cap any unintended negative consequences of AI, but it should never be at the expense of innovation. 

Finally, understanding the knock-on effects of AI

There needs to be a deeper, more nuanced understanding of AI’s wider impact. It is too easy to think the economic benefits and efficiency gains of AI must also come with negative social implications, particularly concern over job loss. 

But with the right long-term government planning, it’s possible to have one without the other; to maximise the benefits and mitigate potential downsides. If people are appropriately trained in how to use or understand AI, the result is a future workforce capable of working alongside these technologies for the better – just as computers complement most people’s work today.

We’ve to start this training as soon as possible in the Emirates. Through our Ministry of Education, we have rolled out an education programme to start teaching children about AI as young as five years old. This includes coding skills and ethics, and we are carrying this right through to higher education with the Mohamed bin Zayed University of Artificial Intelligence set to welcome its first cohort in January. We hope to create future generations of talent that can work in harmony with AI for the betterment of society, not the detriment.

AI will inevitably become more pervasive in society, digitisation will continue in the wake of the pandemic, and in time we will see AI’s prominence grow. But governments have a responsibility to society to ensure that this growth is matched with the appropriate understanding of AI’s impacts. We must separate the hype from the practical solutions, and we must rigorously interrogate AI deployment and ensure that it used to enhance our existence. If governments can overcome these challenges and create the environments for AI to flourish, then we have a very exciting future ahead of us.

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