1215: Building Finance for the Long Game | Jassica Somers, CFO, Aledade
Jessica Sommers, CFO of Aledade, discusses her career path from M&A and private equity through healthcare and value-based care, emphasizing how interconnected investments compound rather than ranking in isolation. She explains Aledade's revenue model based on Medicare savings, their AI integration strategy, and the strategic decision to make larger bets on AI despite near-term profitability pressures.
Summary
Jessica Sommers shares her extensive career journey beginning in investment banking and M&A, moving through private equity, obtaining an MBA from Harvard Business School, and eventually transitioning to corporate development at Evelyn Health. She describes the pivotal moment when she moved from advisory roles to operating roles as CFO of a business unit, acknowledging the fear but emphasizing the value of having supportive leadership during that transition. Her experience at Evelyn and now at Aledade in the value-based care sector has shaped her conviction that finance should serve as a thought partner to the business rather than operating in isolation.
Sommers explains Aledade's mission to improve healthcare by empowering primary care practices to succeed in value-based care—shifting from fee-for-service (volume-based) payments to rewarding proactive, preventive care. She details their revenue model using the Medicare Shared Savings Program, where in 2024 Aledade managed accountability for 1.2 million members with $15.2 billion in expected healthcare costs, creating $1.1 billion in savings and recognizing over $700 million in revenue while distributing $350 million to practice partners.
Regarding investment decisions, Sommers describes a critical strategic moment where she challenged the traditional approach of stack-ranking investment opportunities by ROI alone. Instead, she advocated for viewing interconnected investments that compound on each other—where doing one makes another more valuable. This reframing led to larger bets on AI despite near-term profitability considerations, recognizing that AI represents the next evolution of their tech-first approach.
On AI implementation, Sommers provides specific examples including using AI to extract insights from unstructured clinical data and deploying visual language models to surface recommendations in physicians' workflows at the right moment. She emphasizes that AI should drive business outcomes (better health, better care, lower costs) rather than merely creating internal efficiency gains.
Sommers stresses that effective financial leadership requires deeply understanding the business nuances before attempting to change it, maintaining curiosity, and building world-class finance teams focused on executing small habits well that compound into larger achievements. She views the next 12 months as critical for developing AI capabilities while remaining flexible about how AI deployment will evolve.
About this episode
<p>At Aledade, CFO Jessica Somers is helping finance navigate a business where investment decisions can take years to fully reveal their value.</p><p>The technology-driven, physician-led company works with more than 3,000 primary care practices and touches more than 3.6 million patients, using data and technology to support proactive, preventive care. Its value-based model also creates an unusual finance challenge: connecting better patient outcomes with healthcare savings and, ultimately, financial performance.</p><p>That long-term orientation shapes how Somers approaches capital allocation. Aledade has built its own technology platform rather than relying on another company’s roadmap, reflecting what Somers describes as a desire to “control our destiny.” Today, that same thinking is influencing the company’s approach to AI.</p><p>Rather than viewing investments as isolated projects to be stack-ranked strictly by ROI, Somers wants leaders to understand how different investments interact and compound. That became particularly important as Aledade weighed continued progress toward profitability against the opportunity to make larger AI investments. The result was a willingness to make bigger bets where leadership saw the potential to extend the company’s advantage.</p><p>Somers’ perspective is shaped by an earlier career in investment banking, private equity, and corporate development. Moving from advising on transactions to operating inside the businesses themselves taught her that financial results reflect countless everyday decisions—and that finance creates the most value when it deeply understands the business behind the numbers.</p><p>Her agenda now extends that philosophy to AI: not simply using technology to make finance faster, but reimagining work so the team has greater capacity for judgment, insight, and strategic partnership.</p>
Key Insights
- Sommers argues that stack-ranking individual investment cases by ROI is too simplistic because at Aledade many investment opportunities are highly interrelated and compound on each other—doing one makes another better—requiring cross-functional debate about product strategy and roadmap prioritization rather than isolated financial analysis.
- She claims that her early experience running M&A diligence as an investment banker taught her far less than she realized, and that operating inside a business revealed how financial results represent hundreds of thousands of small daily decisions and actions by employees.
- Sommers contends that the best leadership she observed was characterized by listening and watching rather than doing, and that finance's highest value comes from being a thought partner to the business through deep understanding rather than from financial analysis itself.
- She argues that AI at Aledade should not primarily aim at internal efficiency but rather at driving business outcomes—better health, better care, and lower costs—by unlocking data insights and placing recommendations in physicians' workflows at optimal moments.
- Sommers asserts that the traditional healthcare payment model (fee-for-service based on volume) creates financial incentives misaligned with patient welfare, whereas value-based care rewards providers for preventing costly complications like strokes and heart attacks.
- She maintains that long-term mission orientation, implemented through public benefit corporation status, provides clarity to investment decisions by allowing the CFO to confidently balance near-term profitability against longer-term strategic value without ambiguity.
- Sommers contends that in 2024, creating $1.1 billion in savings for 1.2 million Medicare members while distributing $350 million to practice partners demonstrates that healthcare system savings and provider profitability can be aligned incentives rather than tradeoffs.
- She claims that understanding the business deeply through listening and learning must precede attempting strategic change, and that acknowledging what one doesn't know while asking questions creates stronger partnerships than asserting expertise prematurely.
Topics
Transcript
Support for CFO Thought Leader comes from Salesforce. Unify selling and billing for a seamless customer experience. And OneStream. Trusted data. Faster decisions. Hello, this is Martin Uric, CFO of Furbridge, and you're listening to the CFO Thought Leadership Podcast. This is episode 1215. GFO Thought Leadership Podcast. This is episode 1215. There is so much nuance to running a business. And so many, at least for us, of these investment opportunities are highly interrelated. And what we've had to do in Mature Jack in our kind of planning and our decision making is look across get people who lead different areas talking to each other in a much more meaningful way and saying these two investment cases actually work…
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