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Assessing The Viability Of AI Startups Amid Evolving Market Dynamics

by THEFUTURE.TEAM

March 16, 2026

Many artificial intelligence ventures are emerging as superficial overlays on existing models. As major AI developers enhance their platforms, investors are increasingly cautious about backing startups that risk becoming redundant.

Accelerator Programs Scrutinize Innovation

An intensive review of over 4,000 applications for the AI accelerator program launched in India by Google and Accel revealed that conceptually thin “wrapper” ideas overwhelmingly dominated submissions. Accel partner Prayank Swaroop noted that none of these ideas made it into the select group of visionary startups for the latest cohort.

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Pioneering Enterprise Solutions In A Saturated Market

Announced in November under the Atoms program banner, the initiative targets early-stage startups that integrate AI in transformative ways. Successful applicants receive up to $2 million in funding from Accel and support from Google’s AI Futures Fund, along with additional cloud and AI compute credits valued at up to $350,000. Swaroop pointed out that nearly 70% of applications were superficial layers that did not redefine workflows with genuine AI innovation. Moreover, many contenders fell into overcrowded areas such as marketing automation and AI recruitment, where differentiation remains a challenge.

Enterprise Focus Drives The Startup Ecosystem

Observations indicate that approximately three-quarters of the submissions were enterprise-focused, with 62% revolving around productivity tools and 13% dealing with software development and coding. While the majority of ideas targeted industrial innovation, there was an expressed desire for more breakthroughs in sectors like healthcare and education.

Creating A Feedback Loop For Continuous Improvement

Jonathan Silber, co-founder and director of Google’s AI Futures Fund, highlighted that the cohort’s five startups align with areas where Google anticipates significant real-world AI adoption. The program encourages startups to use a mix of AI models rather than relying solely on Google’s offerings, setting the stage for comprehensive feedback. “If a company chooses an alternative solution, it signals that we must refine our models to remain at the forefront,” Silber explained, underscoring a strategic feedback loop between startup experimentation and AI development.

Spotlight On The Innovators

This year’s selection of startups includes companies working on different applications of artificial intelligence across several industries.

K-Dense is developing an AI “co-scientist” designed to support research in life sciences and chemistry.
Dodge.ai focuses on autonomous agents that help companies manage and optimize ERP systems.
Persistence Labs builds voice AI tools aimed at improving automation in call centre operations.
Zingroll is creating a platform for producing films and shows using generative AI.
Level Plane applies AI technology to industrial automation, with a focus on automotive and aerospace manufacturing.

The selection reflects a broader shift toward practical AI applications in sectors such as research, enterprise software, media and manufacturing. Investors and accelerators are increasingly prioritizing companies that apply AI to specific industry problems rather than general-purpose tools.

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Passkeys Are The Gold Standard For Account Security. So Why Don’t More Major Apps Offer Them?

Passkeys are increasingly being promoted as one of the most effective ways to protect online accounts. By reducing reliance on passwords, they help prevent phishing attacks, simplify sign-ins and strengthen account security. Despite those advantages, however, many major digital platforms have yet to adopt the technology.

A Security Upgrade Still Missing At Scale

That gap is the focus of whynopasskeys.com, a new site created by security researcher Scott Helme to highlight companies that have not yet enabled passkeys for their users. The site tracks major consumer brands that continue to rely on older login methods even as passkeys become the industry standard.

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Among the services still without passkey support are Instagram, Netflix and Spotify, according to the site’s data.

Why Passkeys Matter

Unlike traditional passwords, passkeys are generated on a user’s device and linked both to that device and to a specific website or application. Authentication can be completed through biometrics such as Face ID or Touch ID, a hardware security key or a password manager.

Because users do not need to create or remember passwords, opportunities for credential theft, phishing attacks and password reuse are significantly reduced. In most cases, gaining access to an account would require direct access to the user’s device.

Public Accountability As A Pressure Tactic

In a blog post explaining the project, Helme said the goal is to create pressure by making the absence of passkey support visible. “A list is a surprisingly effective motivator. Nobody wants to be on the list,” he wrote.

That approach has already worked elsewhere in cybersecurity: when businesses are publicly compared against peers on basic protections, they often move faster to close the gap. In this case, the list is intended to push platforms to give users a stronger and simpler login option.

The Companies Moving Faster

Many large technology companies have already adopted passkeys, including Apple, Google and Microsoft, reflecting the technology’s growing role in account security.

Implementation, however, remains uneven. Instagram users can currently access passkeys only when their account is linked to a Facebook account that already has passkey support enabled, highlighting differences in adoption even within the same company.

The Bigger Business Question

Meta has not publicly explained why passkeys are available on some of its platforms, including Facebook and WhatsApp, but not fully across Instagram.

Debate within the industry is no longer centred on whether passkeys work, but on how quickly companies are willing to deploy them. As phishing, credential theft and account fraud remain persistent cybersecurity challenges, passkeys are increasingly being viewed not as an optional feature but as an emerging security standard.