Skills
About
I am a technology leader with more than a decade of experience working with Fortune 500 and global healthcare organizations. I’ve spent most of my time building and delivering enterprise-scale platforms in healthcare and other highly regulated industries. My work focuses on designing scalable and reliable data interoperability systems using HL7 and FHIR standards. I also work on revenue cycle management platforms that help drive better decision-making across finance, operations, and clinical teams. I have led the development and evaluation of AI-enabled solutions, including claim posting systems that supported multimillion-dollar revenue outcomes for large healthcare organizations. I’ve also built solutions in payment processing, operational forecasting, and decision intelligence at scale. My core strength is in platform architecture, data engineering, and applied machine learning, with a strong focus on building systems that work reliably in compliance-heavy healthcare environments aligned with TEFCA and FHIR. I stay connected with the industry through conference contributions and by being part of professional and scientific communities. I also use my experience to review and evaluate AI and data science work in healthcare and finance. My technical background includes applied machine learning, cloud platforms, modern application frameworks, and enterprise data integration standards.
Sriharsha Chavali
Published content

expert panel
Healthcare organizations are under pressure from every direction. Consumers increasingly expect the same convenience, transparency and responsiveness they receive from retail, banking and hospitality brands. At the same time, providers and health systems face shrinking reimbursement rates, labor shortages, administrative burdens and rising operational costs. The tension is becoming impossible to ignore. According to a 2025 McKinsey analysis of the U.S. healthcare industry, financial pressures remain severe across hospitals and physician groups despite gradual margin stabilization. Meanwhile, a growing number of patients delay or avoid care because of cost concerns and confusion around billing and insurance coverage. Members of the Senior Executive Healthcare Think Tank argue that organizations cannot solve this challenge through cost-cutting alone. Instead, they believe healthcare leaders must rethink how care is delivered, coordinated and experienced. Below, Think Tank members share how healthcare leaders can reduce waste, improve patient trust and modernize care delivery while navigating the financial realities reshaping the industry.

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Artificial intelligence is rapidly reshaping healthcare, from predictive analytics to clinical decision support. Yet its promise comes with a critical caveat: AI systems are only as reliable and equitable as the data and decisions that shape them. Without intentional oversight, these tools risk reinforcing—rather than reducing—longstanding disparities in care delivery. Members of the Senior Executive Healthcare Think Tank bring deep expertise across technology, policy, patient experience and equity. They believe addressing bias in clinical AI is not just a technical challenge but a leadership responsibility. A recent analysis from Kaiser Family Foundation found that AI can exacerbate disparities when models are trained on biased or incomplete data, with studies linking AI use to longer wait times, underdiagnosis and poorer predictive performance for Black and Hispanic patients. At the same time, the research notes that AI could help reduce disparities if it is intentionally designed with representative data, transparency and ongoing oversight—reinforcing the dual reality leaders now face. Against this backdrop, healthcare leaders must rethink how AI is designed, validated and governed. The following insights from Think Tank members offer a roadmap for ensuring clinical AI improves outcomes for all patients—not just a subset.

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Healthcare affordability remains one of the most persistent and complex challenges facing policymakers, providers and employers today. While coverage rates have improved in recent years, being insured does not always translate into affordable access. High deductibles, co-pays and other out-of-pocket expenses continue to create financial strain, particularly for lower-income and vulnerable populations who may technically have coverage but still struggle to use it. A Harvard analysis of rising health insurance premiums highlights how costs continue to increase for many Americans, particularly as enhanced subsidies expire, forcing more individuals to shoulder higher financial burdens. This dynamic not only limits access to timely care but also contributes to a cycle of delayed treatment and escalating healthcare spending. The challenge, then, is not simply reducing costs, but doing so in a way that improves access, maintains actuarial balance and avoids shifting financial burdens elsewhere. Insights from the Senior Executive Healthcare Think Tank—a curated group of leaders across patient experience, policy, workforce strategy and health technology—offer a nuanced view of how targeted reforms can do exactly that: deliver affordability where it is needed most without creating unintended consequences across the healthcare ecosystem.

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In an era defined by rapid technological advancement, healthcare leaders face a unique challenge: reconciling the breakneck pace of consumer technology innovation with the deliberate, evidence-based cadence required in clinical environments. While tech companies iterate in weeks, healthcare systems often require years of validation to ensure patient safety and regulatory compliance. A 2023 Forbes report notes that while AI and digital tools promise efficiency and improved outcomes, improper implementation can introduce bias, safety risks and clinician distrust. The challenge, then, is not choosing between speed and caution—but designing systems that allow both to coexist. Members of the Senior Executive Healthcare Think Tank—a curated group of experts in patient experience, workforce strategy, policy, quality, equity and digital transformation—are uniquely positioned to address this tension. Their collective experience spans clinical care, enterprise IT, AI, data infrastructure and healthcare policy. Below, they outline actionable strategies for senior leaders seeking to innovate responsibly without compromising trust or safety.

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Healthcare organizations are facing a workforce crisis that shows little sign of easing. From hospitals to outpatient clinics, staffing shortages are straining care delivery, increasing burnout and threatening patient outcomes. According to a 2024 report from the Association of American Medical Colleges, the U.S. could face a physician shortage of up to 86,000 by 2036, highlighting the urgency of rethinking traditional care models. At the same time, broader workforce analyses suggest these gaps could be even more pronounced in primary care and rural settings, further complicating access and equity challenges. Members of the Senior Executive Healthcare Think Tank, a curated group of leaders across workforce strategy, patient experience, policy and healthcare technology, argue that incremental fixes will not suffice. Instead, organizations must fundamentally redesign care teams—shifting from rigid, physician-centric models to flexible, capability-based systems powered by advanced practice providers (APPs), automation and continuous training pipelines. In the sections that follow, Think Tank experts explore how such a redesign of care can help organizations expand access, sustain high-quality care and attract and retain top talent.

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Healthcare organizations have invested billions in securing their internal systems—yet breaches continue to rise, often from an unexpected source: third-party vendors. From telehealth platforms to analytics providers, today’s healthcare ecosystem is deeply interconnected, and increasingly vulnerable. In fact, third-party vendors account for around 80% of stolen protected health information (PHI), with compromised partners often serving as the weakest link in an otherwise secure system. As digital transformation accelerates, the traditional boundaries of healthcare IT are dissolving. Members of the Senior Executive Healthcare Think Tank—a curated group of leaders across patient experience, workforce strategy, policy, quality and technology—argue that this shift demands a fundamental rethink of how organizations approach vendor oversight, data-sharing agreements and supply-chain security. They assert that healthcare leaders must move beyond compliance-driven approaches and adopt continuous, system-level strategies that treat vendors not as external partners, but as integral components of the care delivery infrastructure. The following Think Tank insights outline how organizations can rethink integration security, strengthen accountability and build more resilient vendor ecosystems in an era where every connection carries risk.
Company details
The Aspen Group
Company bio
TAG was built on the simple idea of bringing better healthcare to more people. TAG and the independent healthcare practices it supports operate more than 1,100 locations in 45 states through its four healthcare support companies: Aspen Dental®, ClearChoice®, WellNow® and Chapter℠. Combined, the companies serve more than 30,000 patients a day and more than 8 million patients each year