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Caliber, with $2.2 million in seed funding, launches a fitness coaching platform

The coronavirus pandemic has thrown the fitness space for a loop. Caliber, a startup that focuses on one-to-one personal training, is today launching a brand new digital coaching platform on the heels of a $2.2 million seed round led by Trinity Ventures.

Caliber launched in 2018 with a content model, offering an email newsletter and a library of instructional fitness content.

“My co-founders started testing the idea of coaching people individually and that’s where the light bulb really went off,” said co-founder and CEO Jared Cluff. “They saw that more than anything, people need expert guidance and a really genuinely personalized plan for their fitness routine.”

That was the origin of Caliber as it is known today.

When users join the platform they are matched with a Caliber coach. The company says that it brings on about five of every 100 applications for coaches on the platform, accepting only the very best trainers.

These coaches then take into account the goals of users and build out a personalized fitness plan in conjunction with the user, which begins with a video or phone consultation. Once the plan, which is comprised of strength training, cardio and nutrition, is finalized, the coach loads it into the app.

Users then follow the instructions from their instructor via the app and log their progress. Interestingly, these aren’t live video appointments with a trainer, but rather an asynchronous ongoing conversation with a coach that is facilitated by the app.

Users can also integrate their Apple Health app with Caliber to track nutrition and cardio, giving the coach a full 360-degree view of their progress.

Alongside providing feedback and encouragement, the coach ultimately provides a layer of accountability.

This combination of real human coaching in a less synchronous, time-intensive manner has allowed for Caliber to charge at a higher price than your standard workout generator apps but come in much lower than the average cost of an actual, in-person personal trainer.

Most Caliber users will pay between $200 and $400 per month to use the platform. Coaches, which are 1099 workers on Caliber, take home 60% of the revenue generated from users.

Pre-launch, Caliber has more than tripled its membership across the last six months and increased the number of workouts per member by 150%, according to the company. Cluff says the startup is doing north of $1 million in annual recurring revenue.

Of the 41 trainers on the platform, 37% are female and about a quarter are non-white. On the HQ team, which totals seven people, one is female and two-thirds of the founding team are LGBTQ.

“The biggest challenge is not dissimilar to the challenge we faced at Blue Apron, where I was most recently, in that we wanted to create the category around meal kits,” said Cluff. “We want to build a category around fitness training in a space that is super fragmented with no branded leader.”

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Armory nabs $40M Series C as commercial biz on top of open-source Spinnaker project takes off

As companies continue to shift more quickly to the cloud, pushed by the pandemic, startups like Armory that work in the cloud-native space are seeing an uptick in interest. Armory is a company built to be a commercial layer on top of the open-source continuous delivery project Spinnaker. Today, it announced a $40 million Series C.

B Capital led the round, with help from new investors Lead Edge Capital and Marc Benioff along with previous investors Insight Partners, Crosslink Capital, Bain Capital Ventures, Mango Capital, Y Combinator and Javelin Venture Partners. Today’s investment brings the total raised to more than $82 million.

“Spinnaker is an open-source project that came out of Netflix and Google, and it is a very sophisticated multi-cloud and software delivery platform,” company co-founder and CEO Daniel R. Odio told TechCrunch.

Odio points out that this project has the backing of industry leaders, including the three leading public cloud infrastructure vendors Amazon, Microsoft and Google, as well as other cloud players like CloudFoundry and HashiCorp. “The fact that there is a lot of open-source community support for this project means that it is becoming the new standard for cloud-native software delivery,” he said.

In the days before the notion of continuous delivery, companies moved forward slowly, releasing large updates over months or years. As software moved to the cloud, this approach no longer made sense and companies began delivering updates more incrementally, adding features when they were ready. Adding a continuous delivery layer helped facilitate this move.

As Odio describes it, Armory extends the Spinnaker project to help implement complex use cases at large organizations, including around compliance and governance and security. It is also in the early stages of implementing a SaaS version of the solution, which should be available next year.

While he didn’t want to discuss customer numbers, he mentioned JPMorgan Chase and Autodesk as customers, along with less specific allusions to “a Fortune Five technology company, a Fortune 20 Bank, a Fortune 50 retailer and a Fortune 100 technology company.”

The company currently has 75 employees, but Odio says business has been booming and he plans to double the team in the next year. As he does, he says that he is deeply committed to diversity and inclusion.

“There’s actually a really big difference between diversity and inclusion, and there’s a great Vernā Myers quote that diversity is being asked to the party and inclusion is being asked to dance, and so it’s actually important for us not only to focus on diversity, but also focus on inclusion because that’s how we win. By having a heterogeneous company, we will outperform a homogeneous company,” he said.

While the company has moved to remote work during COVID, Odio says they intend to remain that way, even after the current crisis is over. “Now obviously COVID been a real challenge for the world, including us. We’ve gone to a fully remote-first model, and we are going to stay remote-first even after COVID. And it’s really important for us to be taking care of our people, so there’s a lot of human empathy here,” he said.

But at the same time, he sees COVID opening up businesses to move to the cloud and that represents an opportunity for his business, one that he will focus on with new capital at his disposal. “In terms of the business opportunity, we exist to help power the transformation that these enterprises are undergoing right now, and there’s a lot of urgency for us to execute on our vision and mission because there is a lot of demand for this right now,” he said.

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Kahoot picks up $215M from SoftBank for its user-generated, gamified e-learning platform

After announcing a modest $28 million raise earlier this year, the user-generated gamified e-learning platform Kahoot today announced a much bigger round to double down on the current surge in demand for remote education.

The Norwegian startup — which has clocked 1.3 billion “participating players” in the last 12 months — has picked up $215 million from SoftBank, specifically by way of a “private placement to a subsidiary of SoftBank Group Corp., through issuance of 43,000,000 new shares.” The placement was made at 46 Norwegian Krone per share, working out to NOK1,978 million (or $215 million), and the funding will be used for acquisitions and also to continue its expansion.

Kahoot is traded on the Merkur Market in Oslo — a stepping stone between being a fully private startup and a publicly listed company — and today the company is trading more than 15% up on the news. At market open today, it was valued at NOK22.2 billion, or about $2.4 billion — so by the end of the day that market cap is likely to have gone up as a result of today’s investment.

“Kahoot! is experiencing strong momentum and accelerated adoption as enterprises increasingly seek engaging, trustworthy and user-friendly ways to build corporate culture, educate and interact,” the company noted in a statement. “At the same time, schools and educators are looking to enhance the learning experience, whether virtually or in the classroom. The Company intends to use the net proceeds from the Private Placement to finance accelerated growth through value-creating non-organic opportunities and continue to build a unique platform company.”

We are reaching out to SoftBank for a direct comment on the news — which was announced by Kahoot in the briefest of terms necessary for disclosure as a publicly traded company — and will update as we learn more.

Update: A spokesperson said SoftBank declined to provide further comment.

SoftBank has had a long track record with investing in both gaming and online education, backing the likes of Supercell (another European gaming hit startup, now majority owned by Tencent), and most recently Unacademy, an e-learning startup in India.

Indeed, the company has been one of the more prolific investors in the startup world, both from SoftBank Group as well as via its Vision Fund and other related VC funds that it has set up.

Not all of those investments have been great: The company has come under fire for sinking hundreds of millions into growth rounds for buzzy startups that hemorrhaged cash and failed to turn a profit — OYO, WeWork and Uber being prime examples — and in some cases appeared to be run in a way that didn’t indicate that they would turn things around anytime soon. The takeaway message for some was that SoftBank, once a gold standard in investing, felt hasty and poorly managed itself.

But despite that, it has continued to remain very active, and the head of the Vision Fund, Rajeev Misra, recently highlighted e-learning as one of the three areas it’s focusing on for investments at the moment, in light of COVID-19.

Kahoot, meanwhile, has been building a two-pronged business: first, a platform aimed at school children to build and use, and browse and use others’ online learning content; and second, a platform where corporates can build, use, and use others’ corporate training materials. The former puts an emphasis on free usage, while the latter is a paid product.

In both cases, Kahoot’s content is built around the idea of gamification — learning designed as games — to make the process more fun and engaging. It has described itself as the “Netflix of Education” — but I think of it a little more like YouTube, because of the user-generated element of a lot of the material.

Kahoot has been successful in its model so far. It says that it has had 1.3 billion participating players, with 200 million games played and 100 million user-generated Kahoots, in the last 12 months.

As a point of comparison, last month, when it announced an acquisition to boost its corporate learning business — it bought an enterprise engagement platform called Actimo for about $33 million — it said that it had counted some 1 billion “participating players,” on top of some 4.4 billion users, since first launching the platform in 2013.

In its Q3 earnings released earlier this month, the company said it posted invoiced revenue of $11.6 million, up 240% increase on the same quarter a year earlier. It posted $5.2 million in positive cash flow from operations, compared to $-0.6 million in Q3 2019, and had 360,000 paid subscriptions, up 160% on the year earlier.

SoftBank is not the company’s first high-profile investor. Other backers in the company include Microsoft and Disney, as well as the well-known regional VCs Northzone and Creandum. The company tells me it has now raised a total of $325 million (based on current exchange rates).

Online education has been on a slow incline for years, as schools and students turn to the internet to supplement and in some cases replace teaching in physical classrooms, tapping into infrastructure that has further reach, in some cases (like higher education) costs less and is popular with students.

But, as with some other areas of tech, 2020 has seen that trend accelerate drastically as many schools have reduced teaching or shut down altogether in an effort to curtail the spread of the novel coronavirus that leads to COVID-19.

That has led to a huge boost of activity — sometimes quite urgent and not as a choice but a necessity — and investor attention in the last year for e-learning startups. Others announcing funding in the last couple of months have included Outschool (which raised $45 million and is now profitable), Homer (raised $50 million from an impressive group of strategic backers), Unacademy (raised $150 million) and the juggernaut that is Byju’s (most recently picking up $500 million from Silver Lake).

Alongside e-learning, gaming companies have been one of the categories of tech that have had a windfall of sorts this year by providing content to divert and occupy people as some normal activities have been curtailed because of the global health pandemic. Just yesterday the gaming giant Roblox, last valued at $4 billion, announced that it had quietly filed to go public.

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Thailand’s logistics startup Flash Express raises $200 million

Flash Express, a two-year-old logistics startup that works with e-commerce firms in Thailand, said on Monday it has raised $200 million in a new financing round as it looks to double down on a rapidly growing market spurred by demand due to the coronavirus pandemic.

The funding, a Series D, was led by PTT Oil and Retail Business Public Company Limited, the marquee oil and retail businesses of Thai conglomerate PTT. Durbell and Krungsri Finnovate, two other top conglomerates in the Southeast Asian country, also participated in the round, which brings Flash Express’ to-date raise to about $400 million.

Flash Express, which operates door-to-door pickup and delivery service, claims to be the second largest private player to operate in this space. The startup, which also counts Alibaba as an investor, entered the market with delivery fees as low as 60 cents per parcel, a move that allowed it to quickly win a significant market share.

The startup has also expanded aggressively in the past year. Flash Express had about 1,100 delivery points during this time last year. Now it has more than 5,000, exceeding those of 138-year-old Thailand Post.

Flash Express currently delivers more than 1 million parcels a day, up from about 50,000 during the same time last year. The startup says it has also invested heavily in technology that has enabled it to handle over 100,000 parcels in a minute by fully automated sorting systems.

Komsan Lee, CEO of Flash Express, said the startup plans to deploy the fresh funds to introduce new services and expand to other Southeast Asian markets (names of which he did not identify). “We are also prepared to create and develop new technologies to achieve even greater delivery and logistics efficiency. More importantly we intend to assist SMEs in lowering their investment costs which we believe will provide long-term benefit for the overall Thai economy in the digital era,” he said.

Retail Business Public Company Limited plans to leverage Flash Express’ logistics network as it looks to meet the rising demand from consumers, said Rajsuda Rangsiyakull, senior executive vice president for Corporate Strategy, Innovation and Sustainability at Retail Business Public Company Limited.

Flash Express competes with Best Express — which, like Flash, is also backed by Alibaba — and Kerry Express, which filed for an initial public offering in late August.

Even as online shopping and delivery has accelerated in recent months, some estimates suggest that the overall logistics market in Thailand will see its first contraction in the history this year. Chumpol Saichuer, president of the Thai Transportation and Logistics Association, said last month Thailand’s logistics business has already been hit hard by the slowing global economy.

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India’s Razorpay becomes unicorn after new $100 million funding round

Bangalore-headquartered Razorpay, one of a handful of Indian fintech startups that has demonstrated accelerated growth in recent years, has joined the coveted unicorn club after raising $100 million in a new financing round, the payments processing startup said on Monday.

The new financing round, a Series D, was co-led by Singapore’s sovereign wealth fund GIC and Sequoia India, the six-year-old Indian startup said. The new round valued the startup at “a little more than $1 billion,” co-founder and chief executive Harshil Mathur told TechCrunch in an interview.

Existing investors Ribbit Capital, Tiger Global, Y Combinator and Matrix Partners also participated in the round, which brings Razorpay’s total to-date raise to $206.5 million.

Razorpay accepts, processes and disburses money online for small businesses and enterprises. In recent years, the startup has expanded its offerings to provide loans to businesses and also launched a neo-banking platform to issue corporate credit cards, among other products.

Mathur and Shashank Kumar (pictured above), who met each other at IIT Roorkee, started Razorpay in 2014. They began to explore opportunities around a payments processing business after realizing just how difficult it was for small businesses such as young startups to accept money online less than a decade ago. There were very few payment processing firms in India then, and startups needed to produce a long list of documents.

The early team of about 11 people at Razorpay shared a single apartment as the co-founders rushed to meet with over 100 bankers to convince banks to work with them. The conversations were slow and remained in a deadlock for so long that the co-founders felt helpless explaining the same challenge to investors numerous times, they recalled in an interview last year.

To say things have changed for Razorpay would be an understatement. It’s become the largest payments provider for business in India, said Mathur. Razorpay, which competes with Prosus Ventures’ PayU, accepts a wide-range of payment options, including credit cards, debit cards, mobile wallets and UPI.

“Razorpay has established itself as a clear leader, with its strong focus on customer experience and product innovation,” said Choo Yong Cheen, chief investment officer for Private Equity at GIC, in a statement. “GIC has a long track record of partnering with leading fintech companies globally and is delighted to partner with Razorpay in its journey to transform payments and banking.”

Some of Razorpay’s clients include budget lodging decacorn Oyo, fintech firm Cred, social giant Facebook, e-commerce Flipkart, top food delivery startups Zomato and Swiggy, online learning platform Byju’s, supply chain platform Zilingo, travel ticketing firms Yatra and Goibibo, and telecom giant Airtel .

The startup expects to process about $25 billion in transactions — up five times from last year — for nearly 10 million of its customers this year, said Mathur.

He attributed some of the growth to the coronavirus pandemic, which he said has accelerated the digital adoption among many businesses.

On the neo-banking and capital side, Mathur said, Razorpay expects RazorpayX and Razorpay Capital to account for about 35% of the startup’s revenue by the end of March next year.

Mathur said the startup’s payment processing service continues to be its fastest-growing business and does not need much capital to grow, so the startup will be deploying the fresh funds to expand its neo-banking offerings to include vendor payment, and expense and tax management and other features.

The startup, which aims to work with more than 50 million businesses by 2025, may also acquire a few firms as it explores opportunities around inorganic expansion in the neo-banking category, said Mathur.

“We will continue to make an impactful contribution to the growth of the industry, aid adoption in the under-served markets and drive new practices and a new thinking for the industry to follow. And this investment fits perfectly with our growth strategy,” he said.

While the coronavirus pandemic has slowed down deal-makings in India, about half a dozen startups in the country, including online learning platform Unacademy, and Pine Labs, have secured the unicorn status.

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Malaysian on-demand work platform GoGet lands $2 million Series A

GoGet, a Malaysian on-demand work platform, announced today that it has raised a $2 million Series A led by Monk’s Hill Ventures. The platform currently has 20,000 gig workers, who are called “GoGetters,” and has onboarded 5,000 businesses, including Lazada Malaysia, IKEA Malaysia, Foodpanda and flower delivery service BloomThis.

While Malaysia has other on-demand work platforms, including Supahands and Kaodim, each has its own niche. Supahands focuses on online tasks, while Kaodim offers professional services like home repairs, catering and fitness training. GoGet is more similar to TaskRabbit, with GoGetters performing errands or temp work like deliveries, moving large items, catering at events, data entry and office administration.

Chief executive officer and co-founder Francesca Chia founded GoGet in 2014. The startup decided to focus on gig workers because there is a labor gap in ASEAN (Association of Southeast Asian Nations) countries, she told TechCrunch.

“Today, the majority of ASEAN’s labor market are low- to middle-skilled, and the majority are not protected with job security, future career paths and financial services such as insurance and savings,” she said. “At the other end of the spectrum, over 70% of employment in ASEAN are from SMEs, who seek to scale without scaling full-time costs, and find it difficult to train and maintain a reliable pool of staff.”

GoGet wants to bridge the gap by connecting businesses with verified flexible workers, she added. GoGetters are able to switch between different categories of work, which Chia said gives the ability to learn new skills. Companies are provided with management features that include the ability to create a list of GoGetters they want to work with again and tools for recruiting, training and payment.

The Series A will be used to expand GoGet in Malaysia. One of the things many companies whose business models revolve around the gig economy need to grapple with as they scale include workers who are frustrated by uneven work, low pay and the lack of benefits they would receive as full-time employees. In California, for example, this has resulted in a political battle as companies like Uber, DoorDash and Lyft try to roll back legislation that would force them to classify more gig workers as full-time employees.

Chia said GoGet’s “vision is to bring flexible work to the world in a sustainable manner.” Part of this entails giving GoGet’s gig workers access to benefits like on-demand savings and insurance plans that are similar to what full-time employees receive. GoGet’s platform also has career-building features, including online trainings and networking tools, so workers can prepare for jobs that require different skill sets.

While GoGet’s short-term plan is to focus on growth in Malaysia, it eventually plans to enter other ASEAN countries, too.

In a press statement about the investment, Monk’s Hill Ventures co-founder and managing partner Kuo-Yi Lim said, “The nature of work is being redefined as companies and workers seek both flexibility and fit. This trend has been accelerated by the pandemic, as businesses are transforming in response and require more elastic workforce. GoGet provides a community of motivated and well-trained workers, but more importantly, its platform extends the corporate people management systems to ensure quality, compliance and seamless workflow.”

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Alphabet’s latest moonshot is a field-roving, plant-inspecting robo-buggy

Alphabet (you know… Google) has taken the wraps off the latest “moonshot” from its X labs: A robotic buggy that cruises over crops, inspecting each plant individually and, perhaps, generating the kind of “big data” that agriculture needs to keep up with the demands of a hungry world.

Mineral is the name of the project, and there’s no hidden meaning there. The team just thinks minerals are really important to agriculture.

Announced with little fanfare in a blog post and site, Mineral is still very much in the experimental phase. It was born when the team saw that efforts to digitize agriculture had not found as much success as expected at a time when sustainable food production is growing in importance every year.

“These new streams of data are either overwhelming or don’t measure up to the complexity of agriculture, so they defer back to things like tradition, instinct or habit,” writes Mineral head Elliott Grant. What’s needed is something both more comprehensive and more accessible.

Much as Google originally began with the idea of indexing the entire web and organizing that information, Grant and the team imagined what might be possible if every plant in a field were to be measured and adjusted for individually.

A robotic plant inspector from Mineral.

Image Credits: Mineral

The way to do this, they decided, was the “Plant buggy,” a machine that can intelligently and indefatigably navigate fields and do those tedious and repetitive inspections without pause. With reliable data at a plant-to-plant scale, growers can initiate solutions at that scale as well — a dollop of fertilizer here, a spritz of a very specific insecticide there.

They’re not the first to think so. FarmWise raised quite a bit of money last year to expand from autonomous weed-pulling to a full-featured plant intelligence platform.

As with previous X projects at the outset, there’s a lot of talk about what could happen in the future, and how they got where they are, but rather little when it comes to “our robo-buggy lowered waste on a hundred acres of soy by 10 percent” and such like concrete information. No doubt we’ll hear more as the project digs in.

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With thousands of subscribers, The Juggernaut raises $2 million for a South Asian-focused news outlet

As paid newsletters grow in popularity, Snigdha Sur, the founder of South Asian-focused media company The Juggernaut, has no qualms about avoiding the approach entirely. In October 2017, Sur started The Juggernaut as a free newsletter, called InkMango. As she searched for news on the South Asian diaspora, she found that articles lacked original reporting, aggregation was becoming repetitive and mainstream news organizations weren’t answering big questions.

Then InkMango crossed 700 free readers, and Sur saw an opportunity for a full-bodied media company, not just a newsletter.

One year and a Y Combinator graduation later, The Juggernaut has worked with more than 100 contributors (both journalists and illustrators) to provide analysis on South Asian news. Recent headlines on The Juggernaut include: The Evolution of Padma Lakshmi; How Ancestry Test Results Became Browner; and How the Death of a Bollywood Actor Became a Political Proxy War. The network approach, instead of a single newesletter approach,aggreff is working so far: Sur says that The Juggernaut has garnered “thousands of subscribers.” During COVID-19, The Juggernaut’s net subscribers have grown 20% to 30% month over month, she said.

On the heels of this growth, The Juggernaut announced today that it has raised a $2 million seed round led by Precursor Ventures to hire editors and a full-time growth engineer, and expand new editorial projects. Other investors in the round include Unpopular Ventures, Backstage Capital, New Media Ventures and Old Town Media. Angels include former Andreessen Horowitz general partner Balaji Srinivasan; co-founder of Kabam, Holly Liu; and co-founder of sports-focused publication The Athletic, Adam Hansmann.

Currently, The Juggernaut charges $3.99 a month for an annual subscription, $9.99 a month for a monthly subscription and $249.99 for a lifetime subscription to the news outlet. It also offers a seven-day free trial (with a conversation rate to paid at over 80%) and has a free newsletter, which Sur says will remain free to bring in top-of-the-funnel customers.

The Juggernaut is part of a growing number of media companies trying to directly monetize off of subscriptions instead of advertisements, such as The Information, The Athletic, and even our very own Extra Crunch. If successful, the hope is that paid subscriptions will prove more sustainable and lucrative than advertising, which still dominates in media.

But Sur is purposely pacing herself when it comes to expenses in the early days. The team currently has only three full-time staff, including Sur, culture editor Imaan Sheikh and one full-time writer, Michaela Stone Cross.

Snigdha Sur, the founder of The Juggernaut.

“Sometimes at media companies people over-hire and over-promise, and then don’t deliver on the profitability or return,” she said. For this reason, The Juggernaut largely works with “freelancers who would probably never join any specific publication,” Sur said. While The Juggernaut hopes to have full-time staff writers eventually, the contributor approach helps temper spending.

Beyond pace, The Juggernaut is looking to build up its subscriber base by writing stories that require deep, creative thinking. The publication intentionally does not cover commoditized breaking news, which could have the potential to bring in more inbound traffic, or anything that doesn’t have a South Asian connection.

Sur is living the stories that she is working to tell. Born in Chhattisgarh, India, she grew up in the Bronx and Queens in New York City, and spent time living and working in Mumbai, India. Since founding The Juggernaut, her goal for the publication has been to be a place for not just South Asians, but for “anyone who has a form of curiosity and appreciation” for South Asian culture.

“We try not to translate words we don’t have to do, we’re not trying to dumb this down, we’re not trying to write for the white teen,” she said. “We’re trying to write for the smart, curious person. And we’re going to assume you know stuff.”

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How startups should budget in uncertain times 

Isaac Roth
Contributor

Issac Roth is a seasoned entrepreneur who advises founders on open source technology and keeping communities engaged. Over this career, he’s created and sold multiple enterprise software companies and stays active as an advisor and investor.
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I was the archetypal startup CEO: I paused my degree at Stanford to start a company, and after it failed I found myself needing to preserve cash to make student loan payments.

With an old Nissan Sentra and roommates in Menlo Park, my biggest variable cost was food. So it was ramen every night. On a good week, I might have had some sushi on Friday night and if I’d managed to come in under budget somehow (someone’s parents bought dinner) I could maybe splurge again on Saturday with friends.

My guiding principle at this time is surely familiar: Control burn until income streams are more predictable. Many startups find themselves in a similar position these days: ramen or sushi?

Some businesses are thriving during COVID-19 times, but will it last? Take online learning tools: Everybody needs online learning at the moment. When in-person reopens, probably some amount of learning will stay online since we all learned how to do it, but likely not 100%. Worse than not knowing what the percentage will be is the constant variation across geography, segment and vertical. It’s not that different from the current situation for me in San Francisco: If I want to find somewhere to buy ramen or sushi, I first have to check which spots are even open before navigating their constantly changing hours and menus.

Startup budgeting looks a bit like that now. Key assumptions we used for planning — already prone to some variation in a startup — are more volatile. Conversion rate from MQL to SQL, how many decision-makers need to approve a contract, leads generated per event (and what is an event these days), net renewal rates — these factors are all changing and they’re changing differently by customer segment, by geography and by product category. The new normal is highly dynamic.

Navigate through the uncertainty (and reevaluate quarterly)

How can we budget through this? Everyone replanned in April. Plan for a similar cycle every quarter. “Are we at a new normal? How do we know? Do we feel confident about that?”

In addition to the usual factors companies use to make predictions on metrics — things like growth rate and conversion rate — now we also have to consider a variety of outside factors: How the current cycle has impacted customers and prospects, how they’re readjusting budgets and their approach to unpredictability over the coming months. It might look like a new normal is establishing, but COVID flare-ups could happen again causing lockdowns, the U.S. is in an election cycle and there are prospects of further government intervention.

Here’s a recipe for deciding what to cook or whether you can go out:

Set assumptions and analyze, then reset on a regular and irregular cadence

Visit your budget each quarter. AND any month that burn falls outside of expectations, make adjustments.

We recommend quarterly because sales cycles tend to be longer than a few weeks so it’s hard to get data back and make adjustments after only two to three weeks. Here are the key inputs you should monitor:

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Twilio’s $3.2B Segment acquisition is about helping developers build data-fueled apps

The pandemic has forced businesses to change the way they interact with customers. Whether it’s how they deliver goods and services, or how they communicate, there is one common denominator, and that’s that everything is being forced to be digitally driven much faster.

To some extent, that’s what drove Twilio to acquire Segment for $3.2 billion today. (We wrote about the deal over the weekend. Forbes broke the story last Friday night.) When you get down to it, the two companies fit together well, and expand the platform by giving Twilio customers access to valuable customer data. Chee Chew, Twilio’s chief product officer, says while it may feel like the company is pivoting in the direction of customer experience, they don’t necessarily see it that way.

“A lot of people have thought about us as a communications company, but we think of ourselves as a customer engagement company. We really think about how we help businesses communicate more effectively with their customers,” Chew told TechCrunch.

Laurie McCabe, co-founder and partner at SMB Group, sees the move related to the pandemic and the need companies have to serve customers in a more fully digital way. “More customers are realizing that delivering a great customer experience is key to survive through the pandemic, and thriving as the economy recovers — and are willing to spend to do this even in uncertain times,” McCabe said.

Certainly Chew recognized that Segment gives them something they were lacking by providing developers with direct access to customer data, and that could lead to some interesting applications.

“The data capabilities that Segment has are providing a full view of the customer. It really layers across everything we do. I think of it as a horizontal add across the channels and extending beyond. So I think it really helps us advance in a different sort of way […] towards getting the holistic view of the customer and enabling our customers to build intelligence services on top,” he said.

Brent Leary, founder and principal analyst at CRM Essentials, sees Segment helping to provide a powerful data-fueled developer experience. “This move allows Twilio to impact the data-insight-interaction-experience transformation process by removing friction from developers using their platform,” Leary explained. In other words, it gives developers that ability that Chew alluded to, to use data to build more varied applications using Twilio APIs.

Paul Greenberg, author of CRM at the Speed of Light, and founder and principal analyst at 56 Group, agrees, saying, “Segment gives Twilio the ability to use customer data in what is already a powerful unified communications platform and hub. And since it is, in effect, APIs for both, the flexibility [for developers] is enormous,” he said.

That may be so, but Holger Mueller, an analyst at Constellation Research, says the company has to be seeing that the pure communication parts of the platform like SMS are becoming increasingly commoditized, and this deal, along with the SendGrid acquisition in 2018, gives Twilio a place to expand its platform into a much more lucrative data space.

“Twilio needs more growth path and it looks like its strategy is moving up the stack, at least with the acquisition of Segment. Data movement and data residence compliance is a huge headache for enterprises when they build their next generation applications,” Mueller said.

As Chew said, early on the problems were related to building SMS messages into applications and that was the problem that Twilio was trying to solve because that’s what developers needed at the time, but as it moves forward, it wants to provide a more unified customer communications experience, and Segment should help advance that capability in a big way for them.

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