Spring Health

Uber

Spring Health

B2B employer benefit — similar model to Lyra Health but with a sharper focus on precision matching. Companies pay Spring Health a per-employee-per-month fee.

Employees take an initial assessment and Spring Health's algorithm recommends a care pathway: therapy, medication management, coaching, digital self-care, or a combination. The key differentiator is the precision — the algorithm claims to reduce treatment time by 50% by getting the right match first instead of cycling through options.

Spring Health also provides a therapist network, psychiatric services, and crisis support. Revenue scales with employer contracts and employee utilization.

Uber

Uber is a marketplace that connects riders with drivers. You request a ride through the app, the nearest driver accepts, picks you up, drops you off, and Uber takes a cut — typically 25-30% of the fare.

The driver keeps the rest. Uber doesn't own any cars.

They don't employ any drivers. They built a $150 billion company by being the middleman with a really good app.

The model expanded into Uber Eats (food delivery, same concept — restaurants cook, drivers deliver, Uber takes a cut), Uber Freight (connecting truckers with shippers), and advertising. The advertising business is quietly enormous — Uber has data on where millions of people go every day, and brands will pay handsomely for that.

Spring Health

April Koh was studying computational neuroscience at Yale when she encountered research on precision medicine for depression — the idea that you could use data to predict which patients would respond to therapy versus medication versus a combination. The existing system was essentially trial and error: try an antidepressant for six weeks, and if it doesn't work, try another one.

Meanwhile, patients suffer. Koh co-founded Spring Health in 2016 with Adam Chekroud, a Yale neuroscience PhD, to build a platform that uses machine learning to match employees to the right mental health treatment on the first try.

They started by publishing peer-reviewed research showing their algorithms could predict treatment response better than chance, then turned that research into a product that employers would pay for.

Uber

The idea started in Paris in December 2008. Travis Kalanick and Garrett Camp were at the LeWeb tech conference and couldn't find a cab.

Camp had been obsessing over the idea of summoning a car with your phone. He bought the domain UberCab.com, built a prototype, and recruited Kalanick to help run it.

The first version launched in San Francisco in 2010 as a black car service — not the cheap rideshare everyone knows today. You'd tap a button, a Lincoln Town Car would show up, and it cost about 1.5x a regular taxi.

Ryan Graves answered a tweet from Kalanick looking for an "entrepreneurial product manager" and became employee number one. He ran operations while Kalanick was still finishing up another startup.

Graves would later become CEO briefly before handing the reins to Kalanick. The app launched with just a handful of cars in San Francisco.

It worked so well that riders couldn't shut up about it.

The real inflection point came in 2012 when they launched UberX — regular people driving their own cars at prices cheaper than taxis. That one decision turned Uber from a luxury black car service into a verb.

Within two years, UberX was available in hundreds of cities and the word "Uber" had entered the dictionary.

Spring Health

Enterprise sales to large employers, competing directly with Lyra Health, Headspace Health, and traditional EAP providers. Spring Health leads with outcomes data — publishing research showing faster recovery times and higher clinical improvement rates than industry benchmarks.

Celebrity advisor Apolo Ohno and high-profile board members gave early credibility. Series C at $2.5 billion valuation generated press coverage that opened doors.

International expansion to serve global workforces. Strategic investment from Kinnevik gave European distribution relationships.

Partnership with health plans to offer Spring Health as the behavioral health component within existing benefits.

Uber

Uber's early growth strategy was beautifully ruthless. They'd roll into a new city, launch without asking permission, and deal with the regulatory fallout later.

They called it "Travis's Law" — it's easier to ask forgiveness than permission.

The playbook was simple: launch in a new city, give massive discounts to riders (sometimes completely free rides), pay drivers signing bonuses and guaranteed hourly rates, and flood the zone until the city was hooked. Then slowly raise prices and cut driver incentives once the market was locked.

They burned billions doing this but it worked — by 2016 Uber was in 500+ cities across 70 countries.

They also weaponized word of mouth with referral codes. Every rider could give free rides to friends.

Every new driver got a bonus for signing up. The viral loop was insane.

At peak growth, Uber was adding a new city every day.

Spring Health

Direct competition with Lyra Health, which is larger and better-funded. The employer mental health benefit space is crowded and increasingly commoditized — every startup claims better outcomes and faster ROI.

Therapist supply is the binding constraint across the entire industry. Proving that ML-driven matching actually produces better outcomes than simply having a good therapist network is a difficult clinical claim to substantiate at scale.

Employee engagement is everything — if employees don't take the initial assessment, the precision matching engine can't work. And the macro headwind: employer benefits budgets are under pressure, and mental health benefits are easier to cut than medical benefits when money gets tight.

Uber

Where do you even start? Uber might have faced more simultaneous existential crises than any company in history.

Regulatory wars. Taxi unions, city governments, and entire countries tried to shut Uber down.

London revoked their license. France arrested two executives.

Uber was banned, unbanned, re-banned, and sued in dozens of jurisdictions simultaneously.

The toxic culture. In 2017, former engineer Susan Fowler published a blog post describing rampant sexual harassment, discrimination, and HR cover-ups at Uber.

It went nuclear. Investigation after investigation followed.

Board members resigned. Executives were fired.

Travis Kalanick's ouster. After the culture scandals, a leaked video of him berating an Uber driver, and a federal investigation into stolen trade secrets from Google's self-driving car unit Waymo, the board forced Kalanick to resign as CEO in June 2017.

Dara Khosrowshahi came in from Expedia to clean things up.

The cash burn was legendary. Uber lost $8.5 billion in 2019 alone.

They subsidized rides so heavily that riders were paying less than the actual cost of the trip. The company didn't turn its first operating profit until Q3 2023 — fourteen years after founding.

Spring Health

Precision mental health platform — ML-driven assessment that predicts optimal treatment pathway for each individual. Therapist matching engine connecting employees to the right provider by specialty, approach, and predicted fit.

Spring Health Moments — bite-sized digital exercises based on CBT for mild symptoms. Medication management through in-house psychiatric providers.

Manager and HR tools for supporting teams without violating privacy. Work-life coaching for non-clinical needs like stress and work-life balance.

Family support extending benefits to dependents. Crisis support including 24/7 access for emergencies.

Uber

Uber Rides is the core product — get from A to B in someone else's car. UberX is the standard option, Uber Black is the premium black car tier, UberXL fits bigger groups, and Uber Reserve lets you schedule rides in advance.

Uber Eats is the food delivery arm and competes directly with DoorDash and Grubhub. Uber Freight is the logistics play — basically Uber for semi-trucks, connecting carriers with shippers.

Uber for Business lets companies manage employee rides and meals. Uber now also offers package delivery, grocery delivery, and even boat rides in some cities.

Spring Health

Investors include Tiger Global Management, Kinnevik, Northzone, William K. Warren Foundation, and Able Partners.

Series C in 2022 valued the company at $2.5 billion.

Uber

Benchmark Capital, First Round Capital, Menlo Ventures, Jeff Bezos, Goldman Sachs, Google Ventures, Saudi Arabia's Public Investment Fund, SoftBank, Toyota, PayPal co-founder Peter Thiel, Tencent