Viren Shah, Founder & CEO of fundae AI, leverages two decades in B2B contract-to-cash lifecycle management, transforming financial operations with cutting-edge AI for clear revenue intelligence. LinkedIn Profile
His core expertise driving fundae AI's mission includes:
- AI & Machine Learning: Forecasting, anomaly detection, automation.
- Advanced Analytics: Predictive models, business intelligence.
- Enterprise Software Development: Scalable software solutions.
- Financial Technology (FinTech): Financial systems, regulatory compliance.
- B2B Process Optimization: Streamlined contract-to-cash.
Viren's objective for fundae AI is to equip B2B enterprises with intelligent, AI-driven automation that directly translates into reduced operational inefficiencies, proactive management of financial risks, and significantly improved revenue cycles and cash flow.
ERP, CRM, Sales Platforms, Marketing Automation, Supply Chain Tools
Customer Interactions, Market Research, Financial Records, Unstructured Documents
Rapidly evolving customer needs, competitive pressures, and economic shifts
Manual data extraction, version alignment, and merging across disparate systems and spreadsheets. This often leads to data inconsistencies and errors.
Reviewing colleagues' findings, manually summarizing insights, and preparing presentations for stakeholder communication, consuming valuable time.
Connecting fragmented information to specific business questions and developing actionable strategic options, often with incomplete or outdated data.
Integrate new structured data sources quickly.
Rapidly ingest new documents and news feeds.
Efficiently train RIAA with new data sources.
Develop and train specialized AI agents.
Comprehensive training program for new users to get up to speed quickly.
Integrate RIAA agents with external platforms like Agentforce, Azure Copilot Agent, and other enterprise AI systems.
Quickly onboard new entities for Named Entity Recognition.
Regular cycles for continuous improvement and optimization.
All timeframes listed refer to business days.
RIAA orchestrates AI agents throughout the entire contract-to-cash process, from initial deal modeling to final revenue recognition. The diagram below highlights key capabilities and their strategic impact, powered by fundae's intelligent automation.
Our solutions are rooted in years of specialized experience and practical application, distilled from extensive work across leading pharmaceutical and medical device companies. This ensures fundae delivers robust, industry-validated revenue intelligence.
Explore how fundae has delivered significant value through tailored, AI-powered solutions for leading pharmaceutical and life sciences companies.
Optimized Deal Modeling and Model N DQM to eliminate duplicate discounts and enhance rebate management efficiency.
Streamlined 340B Processes through advanced Revenue Intelligence for significant operational efficiency.
Achieved a Comprehensive Revenue Management Implementation for end-to-end control and performance.
Drove significant value through Revenue Intelligence Engineering projects, optimizing financial outcomes.
Implemented Strategic Revenue Intelligence Projects, delivering enhanced insights and performance across their operations.
Leveraged AI (NLP2SQL) for improved Sales & Commercial Reporting, AI Data Design, and AI-Based Co-Pay Policy Verifications.
Preventing revenue leakage from 340B duplicate discounts is critical for maintaining pharmaceutical profitability. fundae's AI-powered Revenue Intelligence platform proactively identifies these costly discrepancies, enabling rapid detection and swift recovery of lost funds, often with short dispute windows.
Our system precisely identifies instances where 340B-priced products are incorrectly dispensed to non-eligible patients through Medicaid or commercial plans, instead of the intended beneficiaries.
We continuously analyze rolling monthly purchase data across all relevant outlets, quickly adapting to changes in buying behavior to pinpoint anomalies.
Purchase patterns are validated against official HRSA Covered Entity data to ensure strict compliance and prevent financial leakage.
Our AI automatically detects unusual shifts such as rising purchases at discount-eligible outlets while non-eligible outlets drop (or vice-versa), before they escalate into significant losses.
We utilize therapy-specific AI models (e.g., predictive curves for chronic medications, ARIMA for acute) to accurately identify abnormal spikes or dips, distinguishing genuine trends from duplicate discounts.
Stakeholders receive immediate alerts with validated evidence and a comprehensive audit trail, enabling prompt action crucial for recovering funds within typically short dispute windows.
A Covered Entity is a healthcare organization (e.g., Federally Qualified Health Centers, Disproportionate Share Hospitals, Ryan White clinics) that qualifies for discounted 340B pricing on outpatient drugs.
This case study illustrates how the lack of proactive monitoring led to substantial, unrecoverable revenue loss for a large pharmaceutical company. The issue stemmed from an unmonitored 340B program change within a Multi-Office Oncology Practice in Manhattan, highlighting critical vulnerabilities in manual oversight.
One of the practice's 18-20 offices, located in uptown Manhattan, received a new 340B Covered Entity (CE) designation.
Within just six months, drug purchases at this newly designated 340B CE office increased by more than 300%, signalling a significant shift.
Concurrently, all other non-340B system outlets experienced a significant decline in drug purchases, indicating a detrimental shift in dispensing patterns across the practice.
Due to the absence of timely detection and an inefficient dispute resolution process, the company was unable to recover substantial revenue lost from the higher discounts paid for these inappropriate purchases, revealing a major operational flaw in their monitoring system.
fundae’s advanced deal simulator leverages predictive analytics to precisely forecast the financial impact of new contracts and renewals across all critical market access channels.
Utilizes AI-driven projected data to accurately predict market demand, ensuring reliable inputs for precise simulations.
Our engine integrates projected demand data with random variables to model fluctuations in demand, product mix, and channel behavior, enhancing forecast accuracy.
Human insights and clear assumptions are crucial. We provide guidance to set realistic ranges for all simulation variables, maximizing scenario relevance.
The simulator rigorously tests both new contracts and renewals, delivering precise financial outcome predictions to inform strategic decisions.
Clearly illustrates effects on critical Gross-to-Net (GTN) and Government Pricing (GP) metrics, including AMP and 340B ceiling calculations for comprehensive evaluation.
Results are presented as likely, best, and worst-case scenarios. This empowers strategic comparison of terms and establishes clear risk-reward limits.
Our tool integrates seamlessly across diverse market entities, including Pharmacy Benefit Managers (PBMs), Group Purchasing Organizations (GPOs), and Integrated Delivery Networks (IDNs).
The Monte Carlo method is the gold standard for actuaries at payers and PBMs. fundae's model accurately predicts their outcomes, giving you a competitive edge to strengthen deal negotiation and secure optimal revenue.
fundae's AI-powered analytics tools precisely identify and reclaim millions in lost revenue due to unidentified co-pay claims tied to duplicate discounts. We transform these revenue leaks into recoverable assets.
Manufacturers often issue duplicate rebates when patients are covered by both Medicaid and commercial plans for the same prescription fill.
The financial loss is significantly amplified when co-pay assistance cards are applied to these already duplicated claims, leading to substantial and often overlooked unrecovered spend.
While most duplicate commercial discounts can be flagged, linking these specifically to related co-pay claims remains a critical challenge, preventing comprehensive revenue recovery.
fundae leverages advanced AI semantic analysis to accurately match complex co-pay claim records with suspected duplicate commercial claims, even across disparate datasets.
Our solution delivers clear, plain-English explanations and robust auditable proof for every identified discrepancy, streamlining the recovery process and accelerating financial recoupment.
We flag only high-confidence matches (with a match score above 95%), ensuring efficient and successful recovery of previously lost co-pay spend and maximizing ROI.
fundae's RIAA is an AI-powered revenue analysis platform that addresses critical business challenges for managers and leaders across various life science departments, directly enhancing strategic decision-making and operational performance.
RIAA simplifies contract review, pinpointing compliance gaps and payment discrepancies. This accelerates dispute resolution and boosts recovery rates.
RIAA provides in-depth analysis of market trends and payer policies. It generates data-driven scenarios for pricing and reimbursement, strengthening negotiation positions.
RIAA offers a comprehensive view of all revenue streams. It highlights potential losses and improves forecast accuracy by identifying underperforming revenue.
RIAA analyzes complex commercial data to uncover hidden trends and root causes of performance issues, delivering actionable findings for strategic planning.
RIAA integrates directly with existing commercial IT infrastructure, providing a secure, scalable platform for AI-powered information without major disruption.
RIAA significantly increases the accuracy of gross-to-net (GTN) calculations and forecasts. It mitigates financial risk by identifying variances and ensuring precise revenue recognition.
fundae's RIAA integrates directly with your existing infrastructure, creating a unified AI-powered revenue intelligence platform. We deliver actionable insights embedded in your workflows, driving sustainable growth through data-driven decisions.
fundae acts as a powerful AI booster, integrating seamlessly with your existing data infrastructure to unlock advanced AI capabilities, transforming your current systems into intelligent revenue drivers without requiring a costly overhaul.
fundae augments your existing tech stack, injecting AI capabilities directly into workflows for boosted efficiency and insights without disruption.
Integrates effortlessly with your diverse data sources (OLTP/OLAP, Data Lakes, documents), creating a single source of truth for powerful AI analysis.
Leverage pre-trained AI agents for immediate deployment, accelerating time-to-value for comprehensive revenue intelligence.
A sophisticated metadata layer empowers all LLMs to accurately understand your data, significantly reducing hallucination and improving insights.
fundae leverages leading cloud marketplaces to deliver its AI solutions, ensuring seamless integration, robust security, and streamlined management. This approach accelerates your journey to AI-powered revenue intelligence.
Found on Azure, AWS, and Salesforce marketplaces, simplifying procurement, ensuring compliance, and accelerating deployment into your existing cloud ecosystem.
Delivered as a fully managed solution within your Enterprise VPC, eliminating the need for platform maintenance and freeing your teams to focus on revenue-driving insights.
By integrating through trusted cloud marketplaces, fundae inherently aligns with your stringent enterprise security policies and compliance standards from day one.
Benefit from automatic monthly minor updates and quarterly major feature releases, seamlessly distributed through your chosen cloud marketplace, keeping you at the forefront of AI capabilities.
Engineered for large enterprise workloads, fundae effortlessly scales to support your evolving business needs and revenue intelligence demands within your cloud environment.
Rapid deployment via cloud marketplaces means you gain faster access to actionable insights, driving a quicker and more tangible return on your AI investment for revenue growth.
fundae offers a wide array of pre-built integrations with leading enterprise platforms, accelerating deployment and enabling immediate value from your existing data ecosystem.
We are continuously expanding our integration library, adding 3-5 new integrations every quarter to ensure seamless connectivity and accelerated adoption within your evolving technology stack.
With fundae, your team receives comprehensive, worry-free support. This empowers you to focus entirely on leveraging AI for revenue intelligence, while we seamlessly manage all technical and operational aspects of our solution.
From initial troubleshooting to complex issue resolution, fundae manages all support tiers. This ensures uninterrupted access to insights and minimal operational delays for your business.
Our expert team continuously monitors system performance and AI model health, addressing potential issues before they impact your ability to generate revenue insights, ensuring continuous uptime.
You'll have access to a dedicated support specialist who understands your specific business objectives and technical environment, ensuring personalized, effective service that drives results.
We handle all software updates, security patches, and routine maintenance. This guarantees your revenue intelligence solution is always current, secure, and performing at peak efficiency.
fundae provides a flexible, transparent, and performance-driven pricing model designed to maximize your ROI. We eliminate long-term contracts, enabling your organization to achieve exceptional results and revenue growth with confidence and agility.
Unlike competitors requiring annual or multi-year contracts, fundae offers a single subscription price model with only a quarterly commitment, providing unparalleled flexibility and reducing financial risk.
All fees, including any initial setup costs, are clearly articulated upfront. You will experience no surprise charges or hidden fees throughout implementation or during your subscription term.
Our pricing model is directly aligned with your success, focusing on quantifiable returns on investment. We build clear success metrics into every engagement to demonstrate tangible results and revenue impact from fundae.
fundae offers comprehensive professional services, meticulously designed to ensure your AI initiatives are not just implemented, but excel in driving quantifiable revenue intelligence and achieving strategic business goals.
We ensure your infrastructure is optimally configured for fundae's AI solutions, guaranteeing seamless integration and peak performance to unlock immediate revenue insights.
Propel your team's expertise with tailored training and value engineering workshops, maximizing AI adoption and directly translating insights into increased revenue and operational efficiency.
Benefit from full management of critical AI components like AI metadata, Reinforcement Learning from Human Feedback (RLHF), and Supervised Fine-Tuning (SFT), ensuring your AI models consistently deliver top-tier revenue intelligence.
Integrate our seasoned AI experts and specialized resources directly into your team, accelerating your journey to AI proficiency and boosting immediate impact on revenue intelligence initiatives.
fundae integrates advanced AI products, comprehensive solutions, and strategic value engineering. We leverage proprietary algorithms and cutting-edge AI models for superior results.
Achieve rapid results across SAP, Model N, Veeva, Dynamics, AWS, and Azure. Our solutions integrate effortlessly, minimizing disruption.
Benefit from deep domain expertise and data science, delivering insights for revenue recovery and compliance, backed by clear explanations and an audit trail.
Harness unique algorithms, including anomaly detection and predictive analysis, developed from 150+ customer engagements, to optimize revenue performance.
Utilize sophisticated AI models for actionable understanding of all revenue streams, with 95%+ accuracy rates for accurate projections and identifying shortfalls.
Offer broad services but are often slow to deliver tangible value, relying on generic tools.
Strong in specific processing tasks, but lack comprehensive analytics and cross-channel design.
Combines reusable AI tools with customizable settings and continuous learning, driving measurable improvements linked to your KPIs.
A concise overview with self-guided demo links for exploring fundae's capabilities at your own pace.
Explore fundae's capabilities firsthand with our interactive self-guided demos. Choose your preferred scenario to see how our AI solutions can transform your revenue operations.
Experience fundae AI seamlessly integrated into Salesforce, adapting to various user roles and workflows for tailored revenue intelligence.
Discover how fundae AI enhances Microsoft 365, with an interactive voiceover guiding you through key features and benefits.
Dive into the innovative power of our Revenue Intelligence Agentic Atlas (RIAA) in action, showcasing its autonomous capabilities for advanced revenue insights.
Manual revenue operations often lead to costly inefficiencies and significant revenue leaks, hindering growth and predictability.
fundae AI introduces the Revenue Intelligence Agentic Atlas (RIAA), deploying AI agents as digital twins to automate and optimize your entire Contract-to-Cash cycle. (Patent-pending #63/770,846)
Our solution is built on patent-pending technology, refined through over 150 client engagements, ensuring unparalleled accuracy and market-leading insights.
Dedicated professional services guarantee seamless implementation and proven results, including:
- Managed services
- AI capability development
- Skills augmentation
- Setup & readiness
Achieve over 95% accuracy, measurable ROI, accelerated revenue cycles, and support growth.
Want to learn more about how fundae AI can transform your revenue operations? Connect with us to explore tailored solutions for your business.
Ready to transform your revenue generation? Connect with fundae to discover how our advanced AI analytics will optimize your market access and revenue intelligence strategies.
Viren Shah