I

IntegriChain

Life sciences data analytics for access

Product Analyst - Conversational AI

Full-TimeUpdated on 10/23/2026
No salary listed
Mid
Bachelor's
Philadelphia, PA, USA
Hybrid
Data & AnalyticsData Management
No H1B Sponsorship

About the job

Requirements
  • At least 3 years of experience in data analysis, data correlation, or similar work.
  • Comfortably write SQL, including joins, aggregations, and window functions, and read and debug queries written by others.
  • Know semantic layers and data structures and be able to work through problems independently.
  • Have hands-on experience with AI tools such as Snowflake Cortex, Claude, or Codex, and understand how they interpret structured data and prompts.
  • Have working knowledge of semantic data modeling, including ontologies, taxonomies, knowledge graphs, or similar approaches, and how it supports AI querying.
  • Notice when AI answers do not match source data and investigate the cause.
  • Have experience translating complex data relationships into clear requirements alongside Product Management, Data Science, and Engineering.
  • Be able to explain complex data and AI concepts to business owners in actionable terms.
  • Have experience with Jira, Confluence, or similar Agile tools.
Responsibilities
  • Review and improve business users' prompts with Snowflake Cortex, Claude, Codex, and similar tools so questions are interpreted correctly against the semantic layer.
  • Check users' queries and Prism's answers against source data, then certify accurate results.
  • Monitor users' questions and answers and flag recurring errors, gaps, or misinterpretations for correction.
  • Work with Data Science and Engineering to improve semantic layers built on raw SQL tables, including taxonomies, metadata, and labeling.
  • Analyze connections among pricing, rebates, chargebacks, and other data, and use findings to shape how Prism represents it.
  • Talk with business owners about the questions they need answered and translate those conversations into improved prompts, queries, and data structures.
  • Write technical requirements for model tuning, data restructuring, or product improvements based on analysis and reviews.
  • Document data sources, underlying business logic, and relationships so people can understand and trust Prism's answers.
  • Advocate for data quality during Prism planning so priorities reflect what the data shows.
  • Set up answer-accuracy test cases with QA each sprint and help prepare release notes, briefings, and presentations explaining how Prism works.
Desired Qualifications
  • Pharma experience or experience with contracts and pricing.
  • A four-year degree in a related field.

About the company

IntegriChain provides data-driven analytics for the life sciences industry to improve patient access to therapies. It combines an subscription-based data platform with managed services to cover the full brand lifecycle, from pre-launch to post-market. Its platform collects and aggregates data and applies analytics to identify access obstacles and opportunities in areas like government pricing, rebates, and gross-to-net calculations, helping pharmaceutical manufacturers optimize distribution and pricing strategies. The company differentiates itself by offering an end-to-end solution that blends technology with hands-on managed services, serving a broad base of clients (more than 220 life sciences companies) and using private equity backing to expand capabilities. Its goal is to help clients remove access barriers and maximize patient access to therapies while improving commercial operations.

Company Size

501-1,000

Company Stage

Debt Financing

Total Funding

$8M

Headquarters

Philadelphia, Pennsylvania

Founded

2005

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Simplify's Take

What believers are saying

  • State Price Transparency Reporting launched October 2025 with 110 manufacturer customers.
  • IntegriChain supported more than 400 pharmaceutical customers and 220 life sciences manufacturers.
  • September 2026 speaking slots at MDRP, GTN, and Trade summits reinforce category authority.

What critics are saying

  • Model N acquired Kalderos in June 2026, intensifying 340B and GTN competition.
  • Katrina Prior v. IntegriChain ended in February 2026, exposing employment and document-sealing scrutiny.
  • A failed 2026 AI rollout would weaken ICyte differentiation against Model N and IQVIA.

What makes IntegriChain unique

  • ICyte unifies commercialization, gross-to-net, pricing, channel, and patient workflows.
  • April 2026 conversational AI beta embeds explainable analytics into regulated biopharma decisions.
  • Nordic Capital backs acquisitions, hiring, and platform expansion across 2024-2026.

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Benefits

  • Health Insurance
  • 401(k) Retirement Plan
  • 401(k) Company Match
  • Flexible Work Hours
  • Parental Leave
  • Professional Development Budget

Growth & Insights and Company News

6 month growth

0%

1 year growth

0%

2 year growth

5%
PR Newswire
Oct 22nd, 2026
IntegriChain's Access Insights Conference sells out for second consecutive year.

IntegriChain's Access Insights Conference sells out for second consecutive year. Oct 22, 2026, 12:17 ET Record turnout, expanded sponsor roster, and customer award recognitions mark milestone 20th anniversary event at The Mayflower Hotel in Washington, D.C. PHILADELPHIA, Oct. 22, 2026 /PRNewswire/ - IntegriChain, the leading provider of revenue optimization technology and consulting for the pharmaceutical industry, today reflected on a landmark Access Insights Conference 2026, held October 19-21 at The Mayflower Hotel, in Washington, D.C. For the second year in a row, the conference sold out, underscoring growing demand among pharmaceutical manufacturers for insight into an increasingly complex commercialization and market access landscape. This year's conference also marked a milestone: IntegriChain's 20th anniversary of supporting biopharma manufacturers in patient access and net revenue optimization. Access Insights 2026 was supported by a strong roster of commercial sponsors: * Titanium Sponsor: GiftHealth * Additional Sponsors: GoodRx, Asembia, Second Sight Solutions, PHIL, Medfuse, Lighthouse AI, Purple Lab, RxWare, Courier Health, and BioCareSD Agenda Highlights The conference opened Monday afternoon with an Executive Summit led by IntegriChain CEO Josh Halpern, whose session, "AI at the Speed of Access," explored how artificial intelligence is reshaping market access faster than the industry anticipated, and what that acceleration means for manufacturers as IntegriChain marks its 20th anniversary. Bill Roth, SVP of Consulting & Advisory, followed with a keynote on "The Great Re-Pricing," examining the fragmenting payer market and the new realities it is creating for pricing and access strategy. The afternoon concluded with powerhouse panels on evolving healthcare policy, market dynamics, and commercialization strategy. Tuesday and Wednesday featured expert panels and Hot Topics tracks spanning three key industry shifts: * Pricing, Policy, and Reimbursement - navigating healthcare policy shifts, affordability program transitions, GTN modeling innovation, and IRA/340B operational readiness * Data and Technology - AI/ML innovation, next-generation data architecture, master data management, and affordability program controls * Business and Strategy - transforming net revenue access, pre-commercialization decisions, commercial data strategy, and portfolio mix optimization Customer Award Winners IntegriChain also recognized standout customers for leadership and innovation in pharmaceutical commercialization: * Commercialization Vision Award: Galderma * Lighthouse Award: Incyte * Zero to Launch Award: Cytokinetics * ICyte Power User Award: Jim Peck, Merck * Tina Patel Shining Light Award: Michelle Cerutti, Apellis 20th Anniversary IntegriChain kicked off its 20th anniversary celebration with a cocktail reception on Tuesday, October 20th. Co-founders Kevin Leneinger and Josh Halpern, IntegriChain's current CEO, took the stage to deliver inspiring remarks and celebrate the company's remarkable 20-year journey. IntegriChain is launching a multi-channel campaign celebrating two decades of helping biopharma manufacturers turn commercialization complexity into clarity. Through LinkedIn, YouTube, client and employee stories, and thought leadership, the campaign highlights IntegriChain's role in supporting the industry from a spreadsheet-driven past to a more connected, real-time future. The anniversary serves not only as a reflection on the company's history, but as a launchpad for what comes next in helping life sciences teams improve access, performance, and confidence across the full commercialization lifecycle. "Twenty years in, and this community keeps proving there's nothing more valuable than getting in a room together to solve the hardest problems in access," said Josh Halpern, CEO of IntegriChain. "Selling out two years running tells us we're delivering exactly what this industry needs right now." About IntegriChain IntegriChain delivers biopharma's only comprehensive data-driven commercialization platform from strategy to operational execution, connecting the commercial, financial, and operational dimensions of drug access and profitability. Our ICyte(R) Platform integrates technology, data, consulting, and managed services to unify critical workflows, replacing manual processes with integrated analytics and precision controls. Biopharma relies on IntegriChain to optimize patient access and net revenue performance, reduce leakage, and strengthen compliance, ensuring every life-changing therapy reaches patients with speed, affordability, and sustainability. Backed by Nordic Capital, a leading sector-specialized private equity investor with a broad portfolio in healthcare and technology. IntegriChain is headquartered in Philadelphia, PA, with a location in Pune, India. Media Contact Brandy Jensen, Senior Director/Co-Head, Marketing IntegriChain [email protected] SOURCE IntegriChain, Inc.

AirsMed
Sep 24th, 2026
AIRS Medical appoints Tim Murdoch as Chief Commercial Officer.

AIRS Medical appoints Tim Murdoch as Chief Commercial Officer. AIRS Medical appoints Tim Murdoch as Chief Commercial Officer to accelerate its next phase of global growth. * September 24, 2026 Veteran Adobe, Salesforce and IntegriChain executive joins the TA Associates-backed MRI intelligence company to scale its global commercial organization SEOUL, South Korea and CHICAGO, Ill. - September 24, 2026 - AIRS Medical, a global AI medical imaging company advancing MRI intelligence, today announced the appointment of Tim Murdoch as Chief Commercial Officer (CCO). Murdoch will lead AIRS Medical's commercial organization, with responsibility for go-to-market execution, the partner ecosystem, and scaling the company's commercial team globally. The appointment comes at a moment of significant momentum for AIRS Medical. The company's solutions are cleared or approved in more than 40 countries and deployed across more than 1,700 healthcare institutions, and earlier this year the company announced a strategic growth investment from TA Associates to accelerate its next phase of expansion. Murdoch brings more than 25 years of experience scaling enterprise SaaS and data-driven businesses across healthcare, life sciences and other complex industries, with executive leadership positions at Adobe, Salesforce, SAP, PTC and, most recently, IntegriChain. "MRI is becoming an intelligence platform, and our next stage is about scaling enterprise execution to match the technology," said Jason Park, Chief Executive Officer of AIRS Medical. "Tim has built and led commercial organizations at some of the most demanding enterprise technology companies in the world, and he understands what world-class go-to-market looks like in healthcare. With the foundation we have built and the backing of TA Associates, this is the right moment to bring in a leader of his experience to build our global commercial engine." Before joining AIRS Medical, Murdoch served as Chief Commercial Officer of IntegriChain, where he led the global commercial organization across sales, marketing, strategic accounts, commercial operations and industry solutions, and drove a comprehensive enterprise go-to-market transformation. Previously, he served as General Manager of Healthcare & Life Sciences at Adobe, with full P&L responsibility for the vertical; during his tenure, the business grew from approximately $35 million to more than $450 million in annual recurring revenue, and he helped launch Adobe Experience Cloud for Healthcare. His earlier career includes global strategic-account leadership at Salesforce, enterprise software leadership at SAP, and sales and regional leadership roles at PTC. "AIRS Medical has built extraordinary AI technology with the potential to reshape medical imaging. What convinced me to join is that this isn't just a compelling technology story - it's a proven platform delivering real operational and economic value, with enormous opportunity still ahead," said Tim Murdoch. "Our next chapter is about bringing that innovation to customers around the world, expanding our strategic partnerships and building a world-class commercial organization capable of delivering sustained global growth." AIRS Medical continues to expand its AI-powered MRI portfolio as healthcare organizations seek to address growing imaging demand, optimize capital investment and improve access to advanced diagnostics. SwiftMR(R) helps imaging organizations improve MRI performance across diverse scanner fleets, while SwiftSight(R) extends that foundation into quantitative and longitudinal imaging intelligence. About AIRS Medical. AIRS Medical is a global AI medical imaging company transforming MRI through deep learning. Its solutions, SwiftMR(R) and SwiftSight(R), are deployed at leading health systems and imaging networks worldwide. SwiftMR(R) is FDA-cleared, CE-marked under MDR, and approved by Korea's MFDS, Japan's PMDA, and other regulatory authorities across 40+ countries. Learn more at airsmed.com. Media contact. Cynthia Ruffino Vice President, Marketing Email: [email protected]

PR Newswire
Sep 22nd, 2026
IntegriChain leaders to speak at Informa's fall 2026 MDRP, GTN, and Trade & Channel summits.

IntegriChain leaders to speak at Informa's fall 2026 MDRP, GTN, and Trade & Channel summits. Sep 22, 2026, 08:00 ET Company experts will deliver sessions on government pricing policy, 340B, gross-to-net strategy, and trade and distribution trends across three premier industry events this fall PHILADELPHIA, Sept. 22, 2026 /PRNewswire/ - IntegriChain, the leading provider of pharma net revenue optimization technology, data, and consulting for the life sciences industry, today announced that its subject matter experts will present at three of Informa Connect's flagship fall conferences: the Medicaid Drug Rebate Program (MDRP) Summit, the Pharma/Biotech Gross-to-Net (GTN) Summit, and Trade & Channel Strategies. Across the three events, IntegriChain leaders will share insights on government pricing and contracting, 340B, gross-to-net forecasting, and the future of pharmaceutical distribution and access. "Government pricing, 340B, gross-to-net, and trade and channel strategy are more interconnected and more consequential than ever for our clients," said Jeff Baab, Partner, Advisory Services with IntegriChain "These conferences give our team the opportunity to bring real-world perspective from the hundreds of manufacturers we support directly to the industry." Baab, Willis Speaks on Evolving Contracting Environment At the Medicaid Drug Rebate Program (MDRP) Summit 2026, taking place October 5-7, 2026, at the Fairmont Chicago Millennium Park in Chicago, IL, Jeff Baab, Partner, Advisory Services at IntegriChain, will present "Updates on Landscape of Government Pricing and Contracting" on Wednesday, October 7, at 9:40 AM. Baab will share his perspective on the evolving government pricing and contracting environment, drawing on his extensive experience advising manufacturers on gross-to-net, contracting, and market access across both commercial and government channels. 340B industry expert Clay Willis, Partner, Advisory Services at IntegriChain will also present "340B Movement to Have All 340B Claims in One System of Record" on Wednesday, October 7 at 10:50 AM, while also offering an update on the recent 340B events such as the the rebate model pilot program #2, contract and in-house pharmacy policies, patient definition, plus other activities occurring in the market. At the Pharma/Biotech Gross-to-Net (GTN) Summit 2026, taking place November 16-18, 2026, at the Hilton at Penn's Landing in Philadelphia, PA, two IntegriChain leaders will take the stage to share perspectives on the issues shaping gross-to-net strategy. On Monday, November 16, at 4:30 PM, Jennifer Sharpe, Vice President, Gross-to-Net Consulting and Facilitator of the Revenue Analytics Collaborative at IntegriChain, will host and moderate "Hot Topic Roundtable Discussions: Sponsored by IntegriChain's Revenue Analytics Collaborative (RAC)" for RAC members. The session will bring together participants from the 800+ member industry peer network Sharpe co-founded to discuss the topics shaping GTN strategy today. On Tuesday, November 17, at 10:55 AM, Walt Worsham, Managing Director at IntegriChain, will present "Drug Pricing Policy & Regulatory Landscape Updates," offering an update on the drug pricing policy and regulatory developments most relevant to gross-to-net forecasting, accruals, and contracting strategy. At Trade & Channel Strategies 2026, taking place December 8-10, 2026, at the W Hotel in Philadelphia, PA, Bill Roth, Senior Vice President and Managing Partner, Consulting and Advisory at IntegriChain, will deliver a keynote address on the state of the channel. His remarks will examine the disruption facing today's pharmacy and distribution landscape, from reimbursement pressure at national retail chains to the downstream effects on specialty and general medicine brands. For more insights on government pricing, 340B, and gross-to-net strategy from IntegriChain's team, visit www.integrichain.com or follow IntegriChain on LinkedIn. About IntegriChain IntegriChain delivers biopharma's only comprehensive data-driven commercialization platform from strategy to operational execution connecting the commercial, financial, and operational dimensions of drug access and profitability. Our ICyte(R) platform integrates technology, data, consulting, and managed services to unify critical workflows replacing manual processes with integrated analytics and precision controls. Biopharma relies on IntegriChain to optimize patient access and net revenue performance, reduce leakage, and strengthen compliance, ensuring every life-changing therapy reaches patients with speed, affordability, and sustainability. Backed by Nordic Capital, a leading sector-specialized private equity investor with a broad portfolio in healthcare and technology. IntegriChain is headquartered in Philadelphia, PA, with a location in Pune, India. For more information, visit www.integrichain.com or follow us on LinkedIn. Media Contact Brandy Jensen, Senior Director Marketing, IntegriChain SOURCE IntegriChain, Inc.

Yahoo Finance
Apr 27th, 2026
IntegriChain launches conversational AI beta for biopharma commercial intelligence

IntegriChain has launched a beta version of its conversational AI assistant with select biopharma partners, aiming to modernise commercial data decision-making. The beta integrates data management, analytics and execution into a single AI-ready environment, focusing on government price reporting, Medicaid rebate adjudication, channel management and specialty commercial excellence. The company has established four Domain Teams to train and validate AI resources across these areas. The AI assistant will respond to natural-language queries and provide root-cause analysis beyond traditional dashboards, with general availability planned for later this year. Built on IntegriChain's ICyte cloud-native platform, the system prioritises explainability and regulatory compliance. To support platform delivery, IntegriChain has appointed John Ristuccia as Senior Vice President of Professional Services and Support.

IntegriChain
Apr 27th, 2026
IntegriChain launches conversational AI beta for biopharma commercial intelligence.

IntegriChain launches conversational AI beta for biopharma commercial intelligence. Philadelphia, April 27, 2026 - IntegriChain has launched a beta version of its conversational AI assistant with select biopharma partners, advancing its vision to modernize how commercial data is turned into decisions. The beta marks an important step toward a unified decision intelligence layer bringing together data management, analytics, and execution in a single, AI-ready environment. Early use cases focus on high-impact areas including government price reporting, Medicaid rebate adjudication, channel management, and specialty commercial excellence. "This is not about adding AI as a feature; it's about rebuilding the intelligence layer of biopharma commercialization," said Josh Halpern, CEO of IntegriChain. "By embedding explainable, trusted AI into the foundation of the ICyte(R) platform, we're helping customers move faster, operate with confidence, and scale decision-making in an increasingly complex environment." Building trusted AI in biopharma commercial operations. IntegriChain has also established its first four Domain Teams to work with beta customers and lead the training and validation of AI resources in each of the initial subject areas. The Domain Teams draw on IntegriChain's unique depth in the subject areas across consulting, managed services, data, and technology. Together, these teams are training the AI to accurately respond to natural-language queries to explore complex questions and surface insights that go beyond dashboards to root-cause analysis, performance drivers, and cross-domain context delivered directly in workflow. These deployments are shaping a general availability release planned for later this year. IntegriChain's approach prioritizes explainability, auditability, and trust, ensuring AI-generated insights align with regulatory requirements and real-world commercial workflows. The company is embedding AI across the platform rather than treating it as a standalone feature, rebuilding the intelligence layer of biopharma commercial operations from the ground up. ICyte(R) is a cloud-native platform that unifies commercial, financial, and operational data with integrated governance, quality, and compliance controls, creating the foundation for advanced analytics and agentic automation at scale. Leadership investment supporting platform delivery. To support continued platform execution and customer adoption, IntegriChain has strengthened its leadership team with two senior hires focused on global delivery, legal leadership, and technology operations. John Ristuccia has joined IntegriChain as Senior Vice President of Professional Services and Support. With more than 25 years of experience building and scaling global SaaS and data organizations, Ristuccia leads Solutions Delivery, Data Operations, Customer Engagement and Data Implementations, ensuring customers realize full value from ICyte(R) through consistent, high-quality execution. "Great platforms deliver results only when paired with operational excellence," said Ristuccia. "Our focus is translating ICyte's AI-driven capabilities into real-world outcomes for customers at global scale." Kate Barecchia serves as Senior Vice President, Legal at IntegriChain, overseeing the company's global legal strategy, corporate governance, and compliance functions. She brings more than two decades of experience advising high-growth technology companies, with a proven track record of navigating complex regulatory environments and scaling legal operations to support business growth. Prior to joining IntegriChain, Barecchia held the role of Vice President, Deputy General Counsel, and Global Data Privacy Officer at Imperva, where she played a key role in guiding the company through its acquisition. New executive and functional roles have been established to deepen the organization's commitment to advancing AI in pharma and scaling operational capacity. About IntegriChain. IntegriChain delivers biopharma's only comprehensive data-driven commercialization platform from strategy to operational execution, connecting the commercial, financial, and operational dimensions of drug access and profitability. Its ICyte(R) platform integrates technology, data, consulting, and managed services to unify critical workflows replacing manual processes with integrated analytics and precision controls. Biopharma relies on IntegriChain to optimize patient access and net revenue performance, reduce leakage, and strengthen compliance, ensuring every life-changing therapy reaches patients with speed, affordability, and sustainability. Backed by Nordic Capital, a leading sector-specialized private equity investor with a broad portfolio in healthcare and technology. IntegriChain is headquartered in Philadelphia, PA, with a location in Pune, India. For more information, contact IntegriChain Incorporated. or follow IntegriChain Incorporated. on LinkedIn. Media contact. Brandy Jensen, Senior Director of Marketing