Startups

9 ways founders can bring automation to healthcare

Comment

Close-up Of A Robot's Hand Holding Stethoscope; healthcare automation
Image Credits: AndreyPopov (opens in a new window) / Getty Images

Vignesh Chandramouli

Contributor

Vignesh Chandramouli, a partner at Oak HC/FT, focuses on growth equity and early-stage venture opportunities in healthcare.

For years, automation has been a key driver of transformation across industries, changing the way companies and entire sectors operate. However, healthcare, a $4.1 trillion industry, has fallen behind.

For an industry that constantly innovates, evolves and adapts, the reticence to embrace automation is frustrating, but ultimately, unsurprising. Healthcare remains in a constant tug-of-war among patients, payers, providers and pharma. This push and pull drives unnecessary costs, impacts clinical quality and leads to patient and provider dissatisfaction.

We cannot solely lay the blame on regulations. In other highly regulated industries such as financial services, automation has redefined high-friction processes. For example, automation transformed mortgage underwriting by providing consumers, brokers and banks with relevant information, rules and real-time transactions. As incumbent banks embraced startups, investors leaned into novel ways to reduce friction and improve accuracy, increasing annual mortgage origination by nearly 40% compared to the last decade.

There’s immense opportunity for similar gains in healthcare, but long-term success requires healthcare incumbents to truly commit to automation.

The ongoing COVID-19 pandemic has exposed significant cracks in our healthcare system. As healthcare systems and payer executives contend with ballooning labor costs tied to The Great Resignation and reduction in patient mindshare from the explosion of digital-native startups, they will need automation to stay competitive.

Automation is the key to a more resilient and efficient healthcare system, but increasing meaningful adoption remains challenging. Entrepreneurs trying to navigate these waters should consider the following go-to-market tactics to increase their odds of success:

Focus narrowly on a specific “starter” problem

Even if your platform can do multiple things, you should focus on helping “onboard” prospective customers with one thing you do really well that has short go-live times, minimal customer resource requirements and clear success metrics.

Clearly define success across measurable metrics

ROI is often both qualitative and quantitative in nature, so it’s important to define the framework for your offering and weight KPIs differently based on prospective customer nuances instead of creating bespoke ROI frameworks that are impossible to keep track of.

Deliver 1x-2x ROI within a year of launch

Having clearly defined success metrics should enable automation platforms to demonstrate value within six to 12 months of launch. Ideally, companies should target 1x-2x ROI for the initial deployment to avoid underpricing. Showing ROI within a budget cycle will position companies well for future expansion.

Target the right “champion” to avoid sales cycle slowdowns

C-level sponsorship in healthcare is great, but getting time on their calendars can be difficult. Further, C-level executives often hand off projects to their equally busy lieutenants, who need to be “sold” again to prioritize a project they inherited.

Start with VPs and directors that are close to the problem and can deploy quickly.

Approach your customer as a partner, not a vendor

Healthcare has long been serviced by experienced consultants, so take a consultative approach to understanding your customer and educating them on how to obtain results rather than simply how to use your platform. That said, avoid the never-ending track of customization — it’s easy to lose track of the forest for the trees.

Understand your users and delight them

Design to your users’ needs. In healthcare, decision-makers and users often are two different sets of entities. While decision-makers sign the initial checks, users and their adoption determine the path forward.

Embrace more humans-in-the-loop, less AI

True AI in healthcare can be a game-changer. However, we’re still in the first innings and simply need basic “intelligence” to address the repetitive tasks that lead to employee burnout. RPA companies like UIPath and Automation Anywhere have charted their paths to success by positioning their automations as enablers that run in parallel to humans rather than as human replacements, and healthcare platforms should do the same.

Talk results!

In healthcare, the latest and greatest technology is not always the winning formula. Often, companies over-engineer features before making sure their automation drives consistent results. Consistency leads to trust, which is key to displacing incumbents and the status quo.

Revenue is king

Articulate a path to increasing revenue, not just reducing costs. Healthcare remains resistant to headcount reduction, so savings don’t always translate to long-term contract growth. Revenue lift is a much easier sell — just think of how important a value-driver risk-adjustment is for payers and the ability to increase revenue with the same number of members.

Healthcare stakeholders have real reasons to resist automation

There are complexities in healthcare that no other sector faces. Changes to the status quo often impact multiple stakeholders and each stakeholder’s incentives need to be considered.

For one, incentives are misaligned more often than not. Each stakeholder — payer, provider, employer, pharma or patient — is looking to protect their earnings and changes shift dollars from one party to the other. As such, changes to the status quo need to be accompanied by measurable wins for each stakeholder involved.

One good example of realigning incentives with automation is value-based care enablement in primary care. In the last five years, we’ve witnessed the rapid growth of value-based primary care platforms like VillageMD, Oak Street Health and Agilon Health.

These can be considered automation 1.0 platforms that deployed practical human-in-the-loop automations to help primary care physicians (“PCPs”) shift from purely volume-based care (i.e., fee-for-service) to managing total cost of care across a population. In effect, these platforms augmented PCPs with technology and workflows to reduce mundane administrative tasks and increase time with patients.

Unsurprisingly, allowing clinicians to focus on patients over admin tasks reduces adverse patient events (that lead to expensive trips to the ED) and reduces total cost of care. As tangible, consistent value has been proven, resistance across the ecosystem toward value-based enablement of PCPs has faded.

Regulatory changes at the federal (CMS) and state level (Medicaid) also create significant complexities. For example, the Affordable Care Act (ACA) and HITECH jump-started a decade of change by incentivizing the adoption of EHRs (now nearly ubiquitous at over 90% adoption).

However, the amount of friction created by prolonged implementation cycles, lack of adequate clinician involvement in decision-making and difficult to measure ROI has left us with a healthcare system skeptical of technology. The reality is that despite digitizing medical records with EMRs, we still cannot share data freely across healthcare systems or allow patients access to or control of their medical information.

Fortunately, we have solutions that focus on reducing friction by acting as the translation layer, allowing different systems to talk to one another seamlessly. These companies solve bottlenecks in the healthcare system from human-reliant workflows and often start with a narrow problem set to gain customer trust.

Investors should go all in on innovation

So how do we get the boulder up and over the hill? There is immense potential and need for capital in order for automation to become ubiquitous in healthcare. Many companies are already bringing creative solutions to the market to automate to legacy workflows, and investors have the power to drive them forward.

Some of the game-changing technologies that startups are taking from inception to reality include:

  • Robotic process automation (RPA) companies like UIPath, Automation Anywhere and WorkFusion provide software workbenches to help automate manual administrative workflows.
  • Healthcare-centric automation companies like Olive and Veda Data are taking RPA one step further by incorporating AI and healthcare-specific logic to provide guaranteed savings and improved efficiency.
  • Interoperability startups like SmileCDR are focused on driving broad adoption of FHIR APIs across payers and health systems to facilitate seamless data exchange between health systems, patients and payers.
  • Patient-facing startups like Notable and Syllable help with speed to care and reduce administrative overhead by automating omnichannel patient engagement, appointment scheduling, patient intake and patient education via mobile and call center automation, respectively.

So, what’s next?

The healthcare system is complex and multifaceted, but the one thing that is certain is automation is the future. That said, we have a responsibility to propel innovation while continuing to protect all participants.

The public and private sectors must double down on efforts to bring new ideas and technologies associated with automation to fruition. Innovation, infusion of capital and operational expertise from venture and private investment institutions are key factors in bringing these solutions to payers, providers and patients.

It’s time to seize the opportunity to build a better, more efficient healthcare system.

More TechCrunch

A feature Google demoed at its I/O confab yesterday, using its generative AI technology to scan voice calls in real-time for conversational patterns associated with financial scams, has sent a…

Google’s call-scanning AI could dial up censorship by default, privacy experts warn

Google’s going all-in on AI — and it wants you to know it. During the company’s keynote at its I/O developer conference on Tuesday, Google mentioned “AI” more than 120…

The top AI announcements from Google I/O

Uber is taking a shuttle product it developed for commuters in India and Egypt and converting it for an American audience. The ride-hail and delivery giant announced Wednesday at its…

Uber has a new way to solve the concert traffic problem

Here are quick hits of the biggest news from the keynote as they are announced.

Google I/O 2024: Here’s everything Google just announced

Google is preparing to launch a new system to help address the problem of malware on Android. Its new live threat detection service leverages Google Play Protect’s on-device AI to…

Google takes aim at Android malware with an AI-powered live threat detection service

Users will be able to access the AR content by first searching for a location in Google Maps.

Google Maps is getting geospatial AR content later this year

The heat pump startup unveiled its first products and revealed details about performance, pricing and availability.

Quilt heat pump sports sleek design from veterans of Apple, Tesla, and Nest

The space is available from the launcher and can be locked as a second layer of authentication.

Google’s new Private Space feature is like Incognito Mode for Android

Gemini, the company’s family of generative AI models, will enhance the smart TV operating system so it can generate descriptions for movies and TV shows.

Google TV to launch AI-generated movie descriptions

When triggered, the AI-powered feature will automatically lock the device down.

Android’s new Theft Detection Lock helps deter smartphone snatch and grabs

The company said it is increasing the on-device capability of its Google Play Protect system to detect fraudulent apps trying to breach sensitive permissions.

Google adds live threat detection and screen-sharing protection to Android

This latest release, one of many announcements from the Google I/O 2024 developer conference, focuses on improved battery life and other performance improvements, like more efficient workout tracking.

Wear OS 5 hits developer preview, offering better battery life

For years, Sammy Faycurry has been hearing from his dietician mom and sister about how poorly many Americans eat and their struggles with delivering nutritional counseling. Although nearly half of…

Dietitian startup Fay has been booming from Ozempic patients and emerges from stealth with $25M from General Catalyst, Forerunner

Apple is bringing new accessibility features to iPads and iPhones, designed to cater to a diverse range of user needs.

Apple announces new accessibility features for iPhone and iPad users

TechCrunch Disrupt, our flagship startup event held annually in San Francisco, is back on October 28-30 — and you can expect a bustling crowd of thousands of startup enthusiasts. Exciting…

Startup Blueprint: TC Disrupt 2024 Builders Stage agenda sneak peek!

Mike Krieger, one of the co-founders of Instagram and, more recently, the co-founder of personalized news app Artifact (which TechCrunch corporate parent Yahoo recently acquired), is joining Anthropic as the…

Anthropic hires Instagram co-founder as head of product

Seven orgs so far have signed on to standardize the way data is collected and shared.

Venture orgs form alliance to standardize data collection

As cloud adoption continues to surge toward the $1 trillion mark in annual spend, we’re seeing a wave of enterprise startups gaining traction with customers and investors for tools to…

Alkira connects with $100M for a solution that connects your clouds

Charging has long been the Achilles’ heel of electric vehicles. One startup thinks it has a better way for apartment dwelling EV drivers to charge overnight.

Orange Charger thinks a $750 outlet will solve EV charging for apartment dwellers

So did investors laugh them out of the room when they explained how they wanted to replace Quickbooks? Kind of.

Embedded accounting startup Layer secures $2.3M toward goal of replacing QuickBooks

While an increasing number of companies are investing in AI, many are struggling to get AI-powered projects into production — much less delivering meaningful ROI. The challenges are many. But…

Weka raises $140M as the AI boom bolsters data platforms

PayHOA, a previously bootstrapped Kentucky-based startup that offers software for self-managed homeowner associations (HOAs), is an example of how real-world problems can translate into opportunity. It just raised a $27.5…

Meet PayHOA, a profitable and once-bootstrapped SaaS startup that just landed a $27.5M Series A

Restaurant365, which offers a restaurant management suite, has raised a hot $175M from ICONIQ Growth, KKR and L Catterton.

Restaurant365 orders in $175M at $1B+ valuation to supersize its food service software stack 

Venture firm Shilling has launched a €50M fund to support growth-stage startups in its own portfolio and to invest in startups everywhere else. 

Portuguese VC firm Shilling launches €50M opportunity fund to back growth-stage startups

Chang She, previously the VP of engineering at Tubi and a Cloudera veteran, has years of experience building data tooling and infrastructure. But when She began working in the AI…

LanceDB, which counts Midjourney as a customer, is building databases for multimodal AI

Trawa simplifies energy purchasing and management for SMEs by leveraging an AI-powered platform and downstream data from customers. 

Berlin-based trawa raises €10M to use AI to make buying renewable energy easier for SMEs

Lydia is splitting itself into two apps — Lydia for P2P payments and Sumeria for those looking for a mobile-first bank account.

Lydia, the French payments app with 8 million users, launches mobile banking app Sumeria

Cargo ships docking at a commercial port incur costs called “disbursements” and “port call expenses.” These might include port dues, towage, and pilotage fees. It’s a complex patchwork and all…

Shipping logistics startup Harbor Lab raises $16M Series A led by Atomico

AWS has confirmed its European “sovereign cloud” will go live by the end of 2025, enabling greater data residency for the region.

AWS confirms it will launch European ‘sovereign cloud’ in Germany by 2025, plans €7.8B investment over 15 years

Go Digit, an Indian insurance startup, has raised $141 million from investors, including Goldman Sachs, ADIA, and Morgan Stanley, as part of its IPO.

Indian insurance startup Go Digit raises $141M from anchor investors ahead of IPO