AI

Mobot secures capital to grow its fleet of robots that bug-test mobile apps

Comment

Photo of woman looking at her smartphone
Image Credits: Carlina Teteris (opens in a new window) / Getty Images

Mobile apps have to be bug-tested across countless devices to ensure they work as intended. Users don’t look kindly on poor experiences — 88% say they’ll abandon apps based on minor glitches, according to software testing vendor Qualitest (which admittedly has a horse in the race). Testing is a time-consuming and expensive process, with 31% of app development firms in one poll estimating expenses at between $5,000 and $10,000. And to some outfits, the highest-quality testing simply isn’t available, either due to logistics reasons or the relentless push to reach release.

Eden Full Goh hopes to change that — and to make money doing so. She’s the founder of Mobot, a startup building what Full Goh claims is the first “infrastructure-as-a-service” platform that lets developers use physical robots to automate app testing on devices. Bucking the macroeconomic trend, Mobot this week closed a $12.5 million Series A round led by Cota Capital with participation from Heavybit, Uncorrelated Ventures, Bling Capital and Primary Venture Partners, bringing the company’s total raised to $17.8 million.

Previously a product engineer at Palantir and medical device company Butterfly Network, Full Goh had the idea for Mobot after seeing what she describes as “bottlenecks” in the mobile app testing process. Most companies — her former employers included — recruit employees or third-party contractors to perform manual testing, which tends to be inefficient, costly and error-prone, she says.

“There are tools developed by companies like Applitools, Test.ai and others that leverage existing emulated testing frameworks to automate testing for mobile apps. However, the unfortunate reality is that many defects often slip through the cracks of software-based, emulated testing because it doesn’t accurately represent testing on real hardware,” Full Goh told TechCrunch in an email interview. “Presently, Mobot is not positioning ourselves as a competitor or replacement for emulators and automated testing. Rather, our goal is to replace the inevitable manual quality assurance that everyone is still having to do and will increasingly have to do as device fragmentation grows in the next five to ten years.”

Mobot
Image Credits: Mobot

It might sound novel, but robotics have been used to test mobile device software for quite some time. Tokyo-based Japan Novel Corp. once offered a robot that can simulate the process of flicking and tapping on a smartphone touchscreen over and over again. T-Mobile built a similar robot in-house, dubbed Tappy, to stress-test different phones and tablets before they went to the carrier’s outlets.

However, these types of machines tend to require a high initial investment, according to Full Goh — not to mention robotics expertise.

By contrast, Mobot abstracts the maintenance and upkeep away, letting customers set up a test case simply by recording a video on the app and device (or devices) to be tested. A customer success manager helps to develop a test flow and integrate Mobot’s analytics into dev tools like Jira, and then a fleet of robots and a library of more than 200 differnet mobile devices leveraging computer vision will execute the aforementioned test case — tapping, swiping and rotating app-running devices, as well as connecting the devices to Bluetooth peripherals, having them receive push notifications and more.

When the testing wraps up, the Mobot team records the results. Customers can view side-by-side reports using a self-service tool.

“As far as we’re aware, there are very few companies focused on physical quality assurance because the tech stack is quite different from their core proposition for web- and browser-based testing,” Full Goh said. “Our biggest competitors are actually crowdsourced and outsourced manual testing services offered by firms like Applause, Infosys and Qualitest, because manual testing is the most similar to the automated physical testing Mobot does … Mobot protects the entire mobile app customer journey, which is impacted by missed bugs — from user acquisition (e.g., deep links, registration flows, onboarding), retention and engagement (push notifications and crashes) to monetization (checkout and in-app purchases).”

Mobot claims to have run thousands of test cycles since its founding in early 2018, collecting millions of screenshots from the apps it’s tested. Early adopters include big names like Citizen and Mapbox, as well as Branch, Radar, Persona and around 45 others, according to Full Goh.

There’s some competition, like Finnish firm OptoFidelity, which provides robot-assisted testing for touch displays and infotainment systems. But Mobot doesn’t plan to stop at apps. In the next few years, the goal is to use the data that the company has collected to deliver product insights and “exploratory testing features” to customers, Full Goh says. Beyond that, Mobot is building a testing framework to evolve with technological advancements in augmented reality headsets, smartwatches and yet-to-come-to-market products like smart contact lenses.

Is robotics-based testing a scalable idea? Robots break down, after all, and Mobot is keeping its financials close to the chest for now. (Much of the company’s operations are shrouded in secrecy, ostensibly for competitive reasons; Mobot’s public website doesn’t show images of its robots.) But Full Goh gives the impression that she sincerely believes in the model, particularly as the market for peripherals like heads-up displays is poised to grow.

Mobot
Image Credits: Mobot

“In the next two to five years, software will become increasingly mobile- and connected device-centric,” Full Goh said. “We envision autonomous robot warehouses in the middle of nowhere — where real estate is affordable — filled with thousands of robots that are capable of testing any physical action that a human would do to a product: tapping, swiping, shaking a device, pressing buttons, scanning a QR code, capturing a photo, listening, speaking and more.”

In the nearer term, Mobot will use the proceeds from the latest funding round to expand its sales, marketing and engineering teams, increasing the overall headcount from 42 employees today to 50 by the end of the year. While the tech industry implements hiring freezes and workforce reductions, it helps that Mobot is a “counter-cyclical” business, Full Goh asserts. She says demand for quality assurance testing in the mobile space hasn’t waned as companies continue to ship new apps and updates to existing apps.

“There [is no] offering on the market to democratize physical testing for the everyday software engineering team that would never have the expertise to build a robot fleet themselves,” Full Goh said. “Mobot is a business-critical and cost-efficient solution to streamline a tech company’s product development process.”

More TechCrunch

India’s Oyo, once valued at $10 billion, has withdrawn its IPO application from the market regulator for the second time.

Oyo, once valued at $10 billion, shelves IPO plans for second time

Where Aytac Yilmaz lives in the Netherlands, the sun might not appear for days on end, which can really crimp the output of the country’s solar panels. Wind turbines might…

Ore Energy emerges from stealth to build utility-scale batteries that last days, not hours

Paytm, a leading financial services firm in India, said its net loss widened in the fourth quarter as it grappled with a regulatory clampdown.

Paytm warns of job cuts as losses swell after RBI clampdown

Government officials and AI industry executives agreed on Tuesday to apply elementary safety measures in the fast-moving field and establish an international safety research network. Nearly six months after the…

In Seoul summit, heads of states and companies commit to AI safety

Copilot, Microsoft’s brand of generative AI, will soon be far more deeply integrated into the Windows 11 experience.

Microsoft wants to make Windows an AI operating system, launches Copilot+ PCs

Some startups choose to bootstrap from the beginning while others find themselves forced into self funding by a lack of investor interest or a business model that doesn’t fit traditional…

VCs wanted FarmboxRx to become a meal kit, the company bootstrapped instead

Uber and Lyft drivers in Minnesota will see higher pay thanks to a deal between the state and the country’s two largest ride-hailing companies. The upshot: a new law that…

Uber’s and Lyft’s ride-hailing deal with Minnesota comes at a cost

Andreessen Horowitz’s American Dynamism fund has established a new fellowship program aimed at introducing top engineers and technologists to venture investing, a move that could help the firm identify less…

a16z’s American Dynamism team launches program to introduce technical minds to VC

Another fintech startup, and its customers, has been gravely impacted by the implosion of banking-as-a-service startup Synapse. Copper Banking, a digital banking service aimed at teens, notified its customers on…

Teen fintech Copper had to abruptly discontinue its banking, debit products

Autodesk — the 3D tools behemoth — has acquired Wonder Dynamics, a startup that lets creators quickly and easily make complex characters and visual effects using AI-powered image analysis. The…

Autodesk acquires AI-powered VFX startup Wonder Dynamics

Farcaster, a blockchain-based social protocol founded by two Coinbase alumni, announced on Tuesday that it closed a $150 million fundraise. Led by Paradigm, the platform also raised money from a16z…

Farcaster, a crypto-based social network, raised $150M with just 80K daily users

Microsoft announced on Tuesday during its annual Build conference that it’s bringing “Windows Volumetric Apps” to Meta Quest headsets. The partnership will allow Microsoft to bring Windows 365 and local…

Microsoft’s new ‘Volumetric Apps’ for Quest headsets extend Windows apps into the 3D space

The spam reached Bluesky by first crossing over two other decentralized networks: Mastodon and Nostr.

The ‘vote Trump’ spam that hit Bluesky in May came from decentralized rival Nostr

Welcome to TechCrunch Fintech! This week, we’re looking at the continued fallout from Synapse’s bankruptcy, how Layer wants to disrupt SMB accounting, and much more! To get a roundup of…

There’s a real appetite for a fintech alternative to QuickBooks

The company is hoping to produce electricity at $13 per megawatt hour, which would be more than 50% cheaper than traditional onshore wind.

Bill Gates-backed wind startup AirLoom is raising $12M, filings reveal

Generative AI makes stuff up. It can be biased. Sometimes it spits out toxic text. So can it be “safe”? Rick Caccia, the CEO of WitnessAI, believes it can. “Securing…

WitnessAI is building guardrails for generative AI models

It’s not often that you hear about a seed round above $10 million. H, a startup based in Paris and previously known as Holistic AI, has announced a $220 million…

French AI startup H raises $220M seed round

Hey there, Series A to B startups with $35 million or less in funding — we’ve got an exciting opportunity that’s tailor-made for your growth journey! If you’re looking to…

Boost your startup’s growth with a ScaleUp package at TC Disrupt 2024

TikTok is pulling out all the stops to prevent its impending ban in the United States. Aside from initiating legal action against the U.S. government, that means shaping up its…

As a US ban looms, TikTok announces a $1M program for socially driven creators

Microsoft wants to put its Copilot everywhere. It’s only a matter of time before Microsoft renames its annual Build developer conference to Microsoft Copilot. Hopefully, some of those upcoming events…

Microsoft’s Power Automate no-code platform adds AI flows

Build is Microsoft’s largest developer conference and of course, it’s all about AI this year. So it’s no surprise that GitHub’s Copilot, GitHub’s “AI pair programming tool,” is taking center…

GitHub Copilot gets extensions

Microsoft wants to make its brand of generative AI more useful for teams — specifically teams across corporations and large enterprise organizations. This morning at its annual Build dev conference,…

Microsoft intros a Copilot for teams

Microsoft’s big focus at this year’s Build conference is generative AI. And to that end, the tech giant announced a series of updates to its platforms for building generative AI-powered…

Microsoft upgrades its AI app-building platforms

The U.K.’s data protection watchdog has closed an almost year-long investigation of Snap’s AI chatbot, My AI — saying it’s satisfied the social media firm has addressed concerns about risks…

UK data protection watchdog ends privacy probe of Snap’s GenAI chatbot, but warns industry

U.S. cell carrier Patriot Mobile experienced a data breach that included subscribers’ personal information, including full names, email addresses, home ZIP codes and account PINs, TechCrunch has learned. Patriot Mobile,…

Conservative cell carrier Patriot Mobile hit by data breach

It’s been three years since Spotify acquired live audio startup Betty Labs, and yet the music streaming service isn’t leveraging the technology to its fullest potential — at least not…

Spotify’s ‘Listening Party’ feature falls short of expectations

Alchemist Accelerator has a new pile of AI-forward companies demoing their wares today, if you care to watch, and the program itself is making some international moves into Tokyo and…

Alchemist’s latest batch puts AI to work as accelerator expands to Tokyo, Doha

“Late Pledge” allows campaign creators to continue collecting money even after the campaign has closed.

Kickstarter now lets you pledge after a campaign closes

Stack AI’s co-founders, Antoni Rosinol and Bernardo Aceituno, were PhD students at MIT wrapping up their degrees in 2022 just as large language models were becoming more mainstream. ChatGPT would…

Stack AI wants to make it easier to build AI-fueled workflows

Pinecone, the vector database startup founded by Edo Liberty, the former head of Amazon’s AI Labs, has long been at the forefront of helping businesses augment large language models (LLMs)…

Pinecone launches its serverless vector database out of preview