Innovaccer Gravity: A Cost Transformation Accelerator

A Q&A conversation with Smriti Kirubanandan, Managing Director, Enterprise AI Transformation - Gravity platform at Innovaccer.

Q: Gravity has been getting attention as an enterprise layer. What do you think is driving this?

Smriti Kirubanandan:My philosophy centers on enabling true systems thinking in healthcare—because cost, quality, access, and workforce performance are not isolated variables; they are interdependent components of a dynamic enterprise system. Gravity is built to operationalize that philosophy. It does not treat unnecessary utilization, financial leakage, and operational waste as disconnected problems. Instead, it integrates clinical, financial, and workforce intelligence into a unified performance architecture, allowing leaders to see how decisions in one domain ripple across the entire organization. By connecting data, workflows, and incentives, the platform makes systemic cause-and-effect visible—and therefore manageable.

The economic impact of this approach is compounding rather than linear, much like long-term returns in the S&P 500. Early efficiency gains generate immediate ROI, but more importantly, they create structural improvements that unlock ongoing returns: reduced waste frees capital for reinvestment, recovered capacity increases throughput, and optimized workforce deployment improves marginal productivity. Each improvement reinforces the next because the system is aligned as a whole—not optimized in fragments. This is the essence of systems thinking applied to enterprise economics.

From an AI systems perspective, Gravity enables a closed-loop performance model that continuously ingests operational signals, identifies variance, recommends corrective actions, and measures outcomes. That feedback loop transforms static dashboards into adaptive infrastructure. The platform becomes a learning system—one that recalibrates as conditions change and compounds performance gains over time. Leaders are no longer reacting to lagging indicators; they are steering an intelligent system that anticipates inefficiencies and corrects them before they scale.

Ultimately, a platform enables systems thinking by embedding it into the operating model. Instead of episodic cost initiatives or siloed optimization efforts, organizations achieve enterprise-wide alignment, reduced friction across departments, optimized resource allocation, and structurally lower operating costs. The result is sustained, system-level performance improvement—where financial resilience and operational excellence are outcomes of deliberate design, not periodic intervention.

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Q: Why is a platform like Gravity needed for healthcare transformation today?

Smriti Kirubanandan: Healthcare leaders are under pressure to do more with less. They are expected to grow capacity, reduce expenses, streamline workflows, improve care quality, and eliminate waste even as margins shrink and workloads increase. Gravity by Innovaccer was built for exactly this moment. It is a cost transformation accelerator that enables organizations to unify data, optimize resources, and systematically reduce waste across operations. Beyond integration and visibility, Gravity brings AI-powered intelligence directly into decision-making.

With capabilities like Nova, Cohort Builders, and intelligent AI agents, leaders can actively predict revenue leakage, monitor escalating costs, and identify operational risks before they materialize. In addition, these capabilities become significantly more powerful when insights are generated from unified enterprise data rather than isolated sources. By connecting clinical, financial, operational, and supply chain datasets through pre-built integrations, Gravity enables leaders to understand cost and performance drivers across workflows, not just within departments.

Q: What makes cost transformation so difficult for health systems today?

Smriti Kirubanandan: The reality is that costs don’t rise in one place—they rise everywhere. The estimated cost of waste in the US health care system ranged from $760 billion to $935 billion, accounting for approximately 25% of total health care spending. The costs rise due to clinical variation, unnecessary utilization, capacity bottlenecks, staffing constraints, care coordination failures, leakage, and administrative overhead.

Cost transformation is not a single lever pull, it requires enterprise-wide lock-in. CIOs, for instance, must constantly rebalance OPEX and CAPEX, shifting dollars away from repetitive administrative systems and into innovation that expands capacity and improves outcomes. Supply chain leaders need full glass-box visibility into sourcing, procurement, and logistics to expose bottlenecks and stop revenue loss before it hits the balance sheet. Operations teams must understand where resource utilization is breaking down and how care delays translate into avoidable expense.

Take two core enterprise pillars: IT and supply chain. In IT, cost transformation typically follows a long, linear path: first shifting work offshore to reduce cost per hour, then rationalizing applications, and only later reinvesting those savings into innovation and AI. This journey often takes three years or more. But what if a single platform could compress that entire trajectory: driving immediate cost reduction, freeing up constrained resources, and accelerating the move to AI in parallel? Gravity does exactly that. Instead of waiting years to reach an AI-ready state, organizations can unlock efficiency, insight, and intelligent automation in one integrated step. With that said, we have AI engineers and Data engineers to keep humans in the loop to activate AI offices for every enterprise.

Within supply chain operations specifically, Gravity provides predictive visibility and automation capabilities that improve sourcing efficiency, inventory optimization, and spend management. Use cases include demand forecasting, PAR optimization, recall and expiration alerts, and vendor performance analytics, enabling teams to detect cost leakage early and optimize procurement decisions.

These are just a couple of examples, extrapolate this for an enterprise- It’s a game changer! 

Q: How does Gravity accelerate transformation?

Smriti Kirubanandan:Gravity is engineered to eliminate the traditional “ground zero” problem in healthcare transformation. With 200+ pre-built connectors spanning EHRs, claims, revenue cycle, labs, pharmacy, and operational systems, organizations can unify fragmented data ecosystems in a fraction of the usual time. On top of this foundation sit 45+ domain-trained AI agents that proactively identify utilization leakage, variation in care, coding gaps, denial risks, and workforce inefficiencies—turning passive data into active intervention. More than 20 pre-built dashboards provide executive-ready visibility across clinical, financial, and operational domains, accelerating time to value by delivering actionable insights on day one rather than after months of custom development.

The platform is further strengthened by extensible healthcare-native data models, 6,000+ embedded quality and validation rules to ensure data integrity, and integrated HMCP (Health Management & Care Performance) tools that operationalize population health and value-based care strategies. All of this is baked into the architecture—so leaders are not assembling components, hiring large integration teams, or building governance frameworks from scratch. Instead, they inherit a scalable, AI-enabled performance infrastructure that is easy to configure, expand, and operationalize across markets. The result is a platform purpose-built to help healthcare organizations build faster, scale smarter, and drive measurable, system-wide impact without reinventing the foundation every time they pursue transformation.

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Q: Can you give an example of what real-world impact looks like?

Smriti Kirubanandan: Imagine a large health system facing mounting financial pressure and unclear cost leakage. Traditionally, leaders would spend months pulling reports from different systems, trying to reconcile clinical variation with financial performance, workforce efficiency, and provider outcomes, yet still struggle to pinpoint where dollars are being lost.

Gravity collapses that entire effort into a real-time view. Leaders can instantly see how clinical pathways, operational workflows, and reimbursement patterns intersect to drive unnecessary spend. With the Attribution Management dashboard, for example, they can drill into cost performance by service line, physician group, or facility, uncovering outliers and margins at risk. What once required retrospective audits and guesswork is now visible as live, actionable intelligence.

This clarity fuels action. If a particular site has higher supply costs for the same procedure, Gravity reveals the sourcing and utilization patterns behind it. If provider performance variation is eroding margins, Gravity identifies the right guidance to move care toward evidence-based best practice. And when administrative overhead is absorbing far too much investment, leaders can reallocate those dollars into innovation, expanding the use of AI agents that improve efficiency and allow teams to focus on higher-value work.

The impact isn’t just knowing where cost leakage exists. It enables intelligence and automation to guide instant decision making to control cost—and channel recovered resources into growth, capacity, and better patient outcomes. That’s how health systems shift from reactive management to a continuously improving, cost-efficient enterprise.

Q: How is Gravity different from traditional analytics and reporting?

Smriti Kirubanandan:Gravity transforms the traditional data lifecycle—data to insights to action—into a continuous, automated execution engine. In most organizations, data is aggregated, analyzed, and visualized in dashboards, but the process stops at insight. Gravity restructures that paradigm. It ingests fragmented clinical, financial, and operational data through a unified architecture, applies embedded healthcare data models and quality rules to ensure integrity, and then uses AI-driven intelligence to surface prioritized, economically weighted insights. Every signal is contextualized by impact—cost, quality, risk, or productivity—so leaders know not just what is happening, but what matters most.

The critical differentiation lies in what happens next. Those insights are not left in reports; they are converted into targeted actions through AI agents and pre-configured workflows. High-risk patients are flagged for outreach, coding gaps are routed for closure, utilization anomalies trigger management review, and workforce imbalances prompt operational adjustments. Each action is tracked, measured, and fed back into the system to assess effectiveness and refine future recommendations. This creates a closed-loop model where data generates insight, insight drives action, action produces outcomes, and outcomes improve the intelligence layer—turning analytics into a living system of continuous performance improvement rather than a static reporting function.

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Q: Why is this moment right for something like Gravity?

Smriti Kirubanandan: The moment was, is, and will always be right for Gravity. It is a purpose-built, well-architected, technology-led platform designed not only to transform how organizations access and use data—but to fundamentally reshape how healthcare is delivered. Gravity delivers a rare opportunity to improve quality, expand capacity, and accelerate cost efficiency at the same time.

Because the traditional model of transformation is too slow and too expensive for today’s environment. Cost pressures, staffing constraints, value-based expectations, and rapid market disruption are forcing organizations to act now. Gravity changes the equation by allowing leaders to move from analysis to action faster and more efficiently—without massive technology investments, multi-year system replacements, or reliance on external consultants to maintain momentum.

Gravity isn’t another analytics dashboard or reporting layer. It is a cost transformation engine designed for leaders who need results, speed, and measurable outcomes.It turns transformation into a continuous operational discipline—one that reduces waste, improves performance, and strengthens care where it matters most. Book a demo for Gravity now.

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