Autonomize AI

Excited to see a feature of our CEO Ganesh Padmanabhan in the Texas McCombs School of Business Magazine Spring/Summer 2024 issue. #AI in #Healthcare and it beautifully captures our motivations and inspiration in solving some of the hardest problems facing humanity! At Autonomize AI we are pushing boundaries to reduce human suffering, by empowering healthcare knowledge workers to operate at their superhuman potential, when paired with AI. Article: https://lnkd.in/gchHv8yR Thank you Omar L. Gallaga for the article and for interviewing Ganesh.

?? Outsourcing isn’t innovation. It’s a band-aid for broken workflows—resulting in high costs and inefficiencies for administrative burdens. ?? Here’s what our CEO, Ganesh Padmanabhan is challenging the industry to rethink. In his latest feature, “Smart Healthcare: How Autonomize AI is Reshaping Workflows and Boosting Efficiency with Agentic AI,” Ganesh breaks down a hard truth: - Administrative waste in healthcare has become a $950B crisis. - Outsourcing isn’t solving the complexity—it’s just moving it. The real challenge? 80% of healthcare data is unstructured. Clinical notes, lab reports, imaging files—none of it is easily usable by traditional systems. This is why our team at Autonomize AI is building something different. ?? Our Genesis Platform delivers 50+ AI-powered agents that automate manual tasks like: ? Prior authorization reviews ? Claims management ? Care gap identification ? And many more... No rip-and-replace. No massive customization. Just intelligent workflows that eliminate inefficiency—not export it. Ganesh tells it straight: “Real progress emerges when we empower professionals with intelligent, agentic workflows, making complexity manageable—and healthcare more human again.” We’re proud to stand behind this mission—and help health plans transform operations from the inside out. If you lead operations, innovation, or admin cost strategy at a health plan—this piece is a must-read. #AIworkflows

Healthcare leads the world in data—but lags in AI transformation. McKinsey’s latest report, "The state of AI: How organizations are rewiring to capture value" just revealed why. Let’s break it down. ?? Just 17% of companies report any bottom-line impact from gen AI. Why? Because value doesn’t come from pilots—it comes from rewiring. ?? Insights in McKinsey’s new 2025 survey: 1) Workflow redesign was the top driver of bottom-line impact 2) Only 21% of orgs say they’ve redesigned even some workflows 3) Governance, leadership, and KPI tracking are still weak spots 4) It’s not about more tech. It’s about better orchestration AI Copilots are most valuable when embedded where the work happens. And it’s time to move from experimentation to transformation. Which is why our organization is working with health plans and providers to: ? Integrate AI Copilots into high-impact and costly workflows ? Align AI deployment with ops goals (time, cost, output, and more) ? Reduce admin load for care teams and call centers ? Keep humans in the loop ? Track and prove ROI early (like 30-90 days) We take the challenges of health plans and providers seriously, right down to their core needs—where we're delivering impact. ?? And follow us here on LinkedIn, for updates, news, and information that matters to you! Image: Exhibit 9, McKinsey report, March 2025.

Everyone’s talking about AI. But many models and solutions underperform in healthcare because they can’t handle unstructured data. The real unlock? AI agents trained to work inside your actual workflows. Our CEO, Ganesh Padmanabhan, just published a story that puts a spotlight on one of the biggest issues in healthcare operations—and what we’re doing about it. For senior/operations leaders working for health plans and provider orgs, here's what you’ll take away: ?? Why generic AI models can’t handle the messiness of clinical workflows ?? What makes agentic AI different—and powerful ?? How AI agents cut prior auth delays from weeks to hours ?? A real example of a 13-year-old patient who got faster care thanks to AI-powered workflows This is the future we’re building at Autonomize AI. One where you don’t replace the workforce—you empower them. ?? Ganesh's article in the carousel. And follow Autonomize AI for news, updates, and information that matters!

AI Agents in Healthcare: The Next Big Shift Automation has always been a hot topic in healthcare, but AI agents are taking it to a whole new level. We all know why it's happening... ? The industry is under immense pressure to cut costs while maintaining quality care. With a projected shortage of 3.2 million healthcare workers by 2026, AI agents offer a scalable solution to optimize workflows and alleviate administrative burdens. ? Plus, there's an estimated $230B waste in over $1T of administrative spend each year. ?? Taking a look at where AI agents are starting to make an impact: 1. Administrative Efficiency – AI-powered agents help health plans with inefficient operational workflows in prior auths, care gaps, risk & quality, complex document processing, and care management. [ ?? We help plans with all of these...] And AI-powered assistants help physicians retrieve patient info, dictate clinical notes, and automate appointment scheduling. These tools free up valuable time for clinicians to focus on patient care. 2. RCM – Companies now automating insurance verification and prior authorizations, eliminating thousands of hours of tedious phone calls. 3. Patient Engagement – AI agents are streamlining patient outreach, medication reminders, and pre-op preparation—enhancing experiences while reducing workload on staff. 4. Scaling Value-Based Care – AI-driven patient outreach could expand proactive care management from just 5% of high-risk patients to 50%, leading to earlier interventions and better outcomes. ?? Final Thought: The next frontier of healthcare AI isn’t just intelligence—it’s action. AI agents aren’t replacing providers; they’re empowering them to focus on what matters most: patient care. #helpinghealthcare #nextgeneration

Compound AI is delivering the goods on improved data extraction and workflow transformation. For years, healthcare has looked to AI for relief from crippling administrative burdens—prior authorizations, clinical reviews, compliance workflows. And yet, inefficiencies persist. One problem? Most solutions to extract data weren’t built for healthcare. ? OCR is fast, but blind to context. ? GPT-based AI understands language, but not healthcare workflows. ? Even advanced vision models struggle with the complexity of multi-modal healthcare data. Outdated, labor-intensive processes are unsustainable in an environment marked with increasing regulatory requirements and high volume of unstructured data. ?? Autonomize tested different AI-driven data extraction methods on 1,150+ real-world healthcare documents: - OCR alone? Struggled with documents with complex layouts - GPT-based models? Introduced errors when structuring unstructured data. ?? Autonomize's Compound AI hit 93% accuracy, outperforming all others by combining OCR, Vision Language Models (VLMs), and LLMs into a unified, healthcare-native system. The future isn’t about simply automating tasks—it’s about redefining how work gets done. More efficient and effective extraction and workflow transformation matters! ? Prior auths move much faster, while keeping humans in the loop ? Clinical reviews with fewer errors and reduced manual workload. ? HEDIS chart abstraction and compliance tasks completed at a fraction of the cost. Health plans and provider organizations face a choice: Keep applying generic AI to a deeply specialized problem—or embrace technology designed to work within healthcare’s complexity. #HealthTech #Copilots

#SXSW2025 was an incredibly inspiring and energizing experience. Big thank you to Shwen Gwee for perhaps always spinning out the best convening for health at SXSW. Thrilled #mycompany sponsored the Health Disruptors dinner, celebrating its 10th anniversary with some of the brightest minds in healthcare. I loved chatting with about Quantum and AI, and why optimism for such emerging technologies can actually help us prepare for them better, and embrace the best from them. Allison Rhines introduced some of our JLABS companies and all their incredible work. It was also incredible to hear from Troy C. Sarich, Ph.D. on his panel on how we get to a future of health that is personal. Startups/Growth companies to watch (just some highlights here): Artificial, Inc. / David Fuller - Future of Labs means connectivity, digitization and simplified interfaces for anyone to automate without the technical weight to get there Strangeworks / William Hurley - The future of quantum needn't be speculated. Sign up to Strangeworks and play with advanced compute yourself for your AI. Build your roadmaps now for enterprise and otherwise Modicus Prime / Taylor Chartier - Got AI in Pharma but need to sort out how you manage them in production? And with the right GxP standards? Call Taylor The Shape Sensing Company / Ryan DeBoer - Bring Spatial data to navigate in the surgery room without optics. Very cool and innovative approach Autonomize AI / Ganesh Padmanabhan - Deploy AI Agents and manage your stack for healthcare organizations, designed for all the nuances there GenRAIT / Taylor Capito - Get your Omics in one place with a single platform helping scale your pipelines with good infra and tooling. Apptronik / Jeff Cardenas - Humanoid Robots are real, out there and yours to invest in to accompany teams on the shop floor Nicholas Adkins, MBA / Shwen Gwee - thanks for the pictures Allison Rhines Sarah Van Boven Michael Mitchell Allie McCormick Lisa Vaga Daniel Méndez Aróstica, MBA Jessica Horton Jill Applebaum

What an amazing discussion at SXSW - thank you Ritesh Patel, FINN Partners and Doceree for inviting me to host these amazing individuals. Nasim and Pritesh - thank you for sharing your wisdom with wit and inspiration! There is so much opportunity in healthcare. By carefully aligning technology with patients, care givers and healthcare organizations, we can not only cut waste, but improve patient care and make healthcare more delightful for the amazing humans who plan, manage and deliver care! Make Healthcare human again, with #AI. #Makehealthcarehumanagain

We're incredibly proud of our CEO, Ganesh Padmanabhan, for delivering a visionary and spirited discussion at SXSW last week! Ganesh expertly moderated a timely conversation on groundbreaking U.S. government initiatives—most notably the Department of Government Efficiency (DOGE), led by Elon Musk—focusing on how artificial intelligence (AI) is being leveraged to streamline federal operations and significantly reduce systemic waste. The panel, featuring thought leaders Pritesh H. Gandhi (Former CMO at Department of Homeland Security) and Nasim Afsar, MD MBA MHM (Former Chief Health Officer at Oracle Health), explored the transformative potential of deregulating AI to accelerate innovation, reshape industries, and empower consumers. This provocative conversation dove deep into critical questions: ? How can healthcare seize opportunities presented by AI deregulation without risking fragmentation and loss of interoperability? ? In what specific ways can initiatives like DOGE immediately enhance efficiency and reduce costs in healthcare? ? How do we balance AI-driven automation with the essential human judgment required in healthcare? ? What ethical frameworks and proactive measures should healthcare leaders adopt to ensure equity, transparency, and patient safety? ? How can effective public-private partnerships navigate this new AI frontier responsibly? Ganesh's leadership highlights our commitment to not only advancing technological innovation but also addressing the profound ethical implications and systemic impacts of AI. At this pivotal moment, as AI policy shifts towards rapid innovation and deregulation, we're excited to shape and support a future where technology and human insight coexist harmoniously—driving impactful change for public good and industry excellence. #healthcareleaders

Great work by our colleagues in India!!