Use cases — stage 03
Ship
Named examples from the vendors pharma teams use to get an AI system live inside a real, regulated production workflow — validation, CRM, safety and clinical systems of record.
262 stories across 61 vendors
Veeva Systems44
- 01Transforming Content Operations for 2x Faster Time to Market
- 02Astellas: Breaking Access Barriers with Veeva Compliant Chat
- 03How Pacira Generated Deep Website Insights to Get Patients on Therapy Faster
- 04Reaching Underserved Communities with Smarter Targeting
- 05Building Agile Territory Strategies to Scale Pre-Commercial Field Teams
- 06How Alfasigma Unified Regulatory Data and Processes for Cross-Functional Alignment
- 07Transforming the Patient Experience with Vault Patient CRM
- 08Fast-Track to Agentic Call Reporting with Vault CRM
- 09GSK: Architecting the AI-Ready Enterprise
- 10Commercial Evidence™ with Agentic Call Report™
- 11Boehringer Ingelheim: Establishing a One-Stop Shop for Clinical Data
- 12UCB Drives Patient Engagement and ROI with Veeva eCOA
- 13Novo Nordisk Achieves Faster Trial Setup and Shorter Cycles with Veeva Clinical Data
- 14Replimune: Reducing Site and Patient Burden
- 15Sanofi: Streamlining Clinical Study Training Across the Portfolio
- 16Boehringer Ingelheim: Driving Efficiency and Collaboration with a Unified Clinical Operations Platform
- 17When No News is Good News: How Recordati Passed a Recent Inspection with No Findings
- 18Bayer: Providing a Standard Site Experience with Veeva Site Connect
- 19Veeva Vault CRM Selected by Regeneron
- 20Veeva Vault CRM Selected by Biogen
- 21Veeva Vault CRM Selected by Eli Lilly and Company
- 22Idorsia: Achieving Launch Excellence with a Connected Ecosystem
- 23Boehringer Ingelheim's Journey to More Effective Key Account Management
- 24How Connected Data Unlocks Value Across Commercial Planning and Execution
- 25Accelerating Time to Diagnosis for Ultra-Rare Diseases with Veeva Compass
- 26One Platform Across Development: Less Time Finding Data and More Time Using It
- 27Eliminate Workarounds and Streamline Interactions for Efficient Collaboration
- 28OM Pharma: Building a Data Foundation for Rapid Growth
- 29Boehringer Ingelheim: Data Foundation for Process Efficiency and Scaling AI
- 30Uncovering Critical Signals to Drive Strategic Action
- 31Beacon Therapeutics: Establishing Scientific Communication Foundations for Launch
- 32Risk-Based, Audit-Ready Training Supports Madrigal's Commitment to Quality
- 33AstraZeneca: Preparing for Rapid Manufacturing Growth With Unified Digital Validation
- 34Richter BioLogics Drives Efficiency and Compliance with Unified Quality
- 35Verve: Embracing Digital-First Quality
- 36OM Pharma Scales Globally by Harmonizing Data with Unified RIM
- 37Lilly Accelerates RIM Deployment with Agile Approach
- 38Alvotech Increases Submissions Efficiency with Continuous Publishing
- 39UCB Gains Efficiency with Unified Safety System
- 40Sandoz Increases Efficiency by Harmonizing Data Across Functions
- 41Camurus Reduces Case Processing Time and Costs with In-House Safety
- 42Driving Operational Excellence with Deeper Data Understanding
- 43Biogen Connects Data on a Single Development Platform to Drive Efficiency
- 44Alcon: Tips for Proactively Managing Your Medtech Vault
Kneat20
- 01Merck Sharp & Dohme (MSD) reduced validation time by 50%
- 02Building a Leading-Edge Digital Validation Program From the Ground Up
- 03$500,000 Saved with Kneat eLogbooks
- 04Harmonization that works
- 05How Recipharm Advanced Bio transformed validation with Kneat Gx
- 06Douglas Pharma builds a data-driven future with Kneat Gx
- 07Top 10 pharma leader streamlines CQV
- 08Digitalizing validation worldwide
- 09How Dechra streamlined C&Q and CSV
- 10Fujirebio Diagnostics, Inc uses Kneat to provide CSV at scale
- 11Improved productivity and reduced costs
- 12Transforming traceability to improve risk mitigation
- 13How PCI reduced validation labor hours by 65%
- 14Biogen's lab of the future
- 15Digitizing validation: a leap in productivity
- 16Meeting increased productivity and compliance demands
- 17Advancing efficiency, control, traceability, and insight
- 18Enabling ElevateBio's industry-disrupting business model
- 19Transitioned from paper-based to digital validation globally (video story, no dedicated text case-study URL surfaced
- 20Digitalized CQV processes using Kneat Gx (video story, no dedicated text case-study URL surfaced
Medidata19
- 01Data management transformation using Medidata's integrated product suite — (no dedicated case-study URL surfaced; featured on customer-testimonials page
- 02Worldwide Clinical Trials and Medidata Announce Strategic Partnership to Embed Medidata AI Across the Full Trial Lifecycle, Bolstering Study Execution and Delivery Excellence
- 03Medidata Expands Partnership with The Menarini Group, Deploying Medidata's Study Build AI Technology to Accelerate Global Oncology Pipeline
- 04Replaced delayed site payments with Medidata Site Payments Managed Services
- 05Streamlined oncology trials on the Medidata platform (video case study
- 06Onconova Uses Rave to Improve Patient Screening
- 07Medicenna gains precedent-setting FDA approval to design a hybrid Synthetic Control Arm® for a Phase 3 registrational trial
- 08Biotech Delivers a Superior Patient and Site Experience with the Medidata Platform™
- 09Caidya Reimagines Next Generation Clinical Trial Innovation and Study Delivery with Medidata AI-powered Experiences
- 10Medidata Expands Collaboration with CTI Clinical Trial and Consulting, Shaping a New Era of Patient-Centric Studies
- 11Medidata and the National Cancer Institute Extend 15-Year Partnership for an Additional Five Years
- 12Medidata and Sanofi Vaccines Extend Collaboration to Improve Patient Centricity and Trial Efficiency
- 13Pharmacovigilance via Rave Safety Gateway (with EXTEDO
- 14Used Rave EDC + Rave RTSM to support adaptive trial design via custom functions
- 15A Mid-sized Sponsor Increased Site Count by 50% in a Rare Disease Clinical Trial with Medidata AI Intelligent Trials
- 16Medidata CTMS (Clinical Trial Management System)
- 17Used Acorn AI's commercial data management tech (STRATA + LUMEN Insights) for U.S. relaunch of SYLVANT — (referenced in search index, no single dedicated URL captured
- 18Long-time Medidata customer (since 2016), efficiencies bringing rare-disease medicines to patients — (referenced on customer-testimonials page, no dedicated URL
- 19Each appear as named quotes/testimonials on the customer-testimonials page without individual dedicated case-study URLs.
Oracle12
- 01Elevated pharmacovigilance safety with Oracle Argus and Empirica; significant reduction in reporting time
- 02Enhancing efficiency and patient safety with the Oracle Argus platform; AI-driven optimization for drug development programs
- 03Gains more efficient operations using Oracle Argus — (URL not confirmed; title/snippet only
- 04Provides broader pharmacovigilance services after selecting Argus — (URL not confirmed
- 05Considers Oracle Argus the "gold standard" in safety — (URL not confirmed
- 06Spotlights a two-decade partnership with Oracle Argus — (URL not confirmed
- 07Greater/faster insight into product safety, improved productivity via Argus — (URL not confirmed
- 08Referenced as an Argus customer story — (URL not confirmed
- 09Trusts Oracle Argus for safety case management — (URL not confirmed
- 10Drives clinical operations efficiency with Oracle Siebel CTMS — (URL not confirmed
- 11Partners with Oracle Clinical One to deliver hybrid clinical trials — (URL not confirmed
- 12Named in Oracle Life Sciences customer-success search results; individual URLs/descriptions not confirmed in this pass.
ArisGlobal11
- 01TCTM: Realizing Overall Business Improvements and Efficiencies with LifeSphere® CTMS
- 02Register Enables Compliance and Tracking for Post-Merger Global Pharma
- 03Multinational Medical Device and Healthcare Organization Embraces LifeSphere® LitPro to Automate Literature Search and Monitoring
- 04PPD and ArisGlobal | A Pharmacovigilance Success Story
- 05Global CRO chooses ArisGlobal to manage Clinical and Pharmacovigilance
- 06Leading Global Pharmaceutical Company selects LifeSphere Safety Document Distribution Reporting
- 07ArisGlobal Enables Mid-tier Biotechnology Company to Triage Inbound Adverse Event Reports
- 08CRO Partners with ArisGlobal to Manage Clinical Trials
- 09Modernizing Safety Operations with AI: How Bristol Myers Squibb Achieved 25% Efficiency Gains in PV Case Intake and Processing
- 10Meets immediate and future needs with LifeSphere Clinical Systems — (URL not directly confirmed on arisglobal.com; found via FeaturedCustomers aggregator
- 11Embraces LifeSphere ("The Blueprint") for efficiency and accuracy — (title only, URL not confirmed
Unlearn.AI10
- 01Partnered on ALS Digital Twin Group database for Phase 1/2 trial design
- 02Assessed digital twins for variance reduction/sample-size savings in Alzheimer's Phase 2 trial (AAIC 2024 poster
- 03Digital twins as a new lens for interpreting biomarker trends (AD/PD Vienna 2025 presentation
- 04Accelerated Alzheimer's trials using generative ML disease-progression forecasts (AAIC 2024 poster
- 05Evaluated digital-twins methodology using completed Alzheimer's Phase 2 data (AAIC 2022 presentation
- 06Used digital twins in a Phase 2a trial to predict Alzheimer's progression (AD/PD Boston 2025
- 07Applied digital twins to improve confidence in early-stage ALS trials (2024 ALS/MND presentation
- 08Streamlined QRL-201 randomized control trial efficiency via digital twins (Nov 2024 Summit
- 09Unlearn to Support SOLA Biosciences' Clinical Study Using AI-Generated Digital Twins
- 10Unlearn to Apply AI-Generated Digital Twins to the VectorY Therapeutics PIONEER-ALS Study
ValGenesis8
- 01Faster Implementation, Faster ROI: MilliporeSigma's 97-Day Journey to Operational Efficiency with the ValGenesis platform
- 02Pharma Innovator Leverages Digital CPV to Boost Statistical Control and Cut Reporting Time from Two Weeks to Three Days
- 03Catalent's Journey of Continuous Improvement for CSV Excellence
- 04Noven - ValGenesis
- 05Transcat
- 06Theragent
- 07Cut CSV process steps 40%, validation cycle time down 25% via integrated processes — (URL not separately confirmed; referenced in ValGenesis blog/resource content
- 08Digital transformation journey toward full digitalization of validation processes — (URL not separately confirmed; referenced in ValGenesis blog/resource content
Generis6
- 01Replacing Legacy Systems at Scale: Bayer's Global Migration to the CARA Platform
- 02Global Pharma Modernises Archiving with CARA Platform
- 03Merck: Consolidating 12 Siloed Solutions to a Single Platform with CARA
- 04Swixx Biopharma Consolidates QMS, RIM, and Safety Processes on the CARA Life Sciences Platform
- 05Cheplapharm: Pharma Company Unify Processes with the CARA Life Sciences Platform
- 06Pfizer Case Study
Qinecsa6
- 01Aurinia replaced manual adverse event intake with Qinecsa's Reportum after launching LUPKYNIS.
- 02A top-5 pharma cut manual case processing by 60% with Reportum after a therapy launch.
- 03A Japanese healthcare group automated multilingual adverse event intake with Reportum.
- 04A top-10 pharma cut manual case handling by up to 80% with Reportum across 110 countries.
- 05A top-10 pharma unified safety signal detection across three business units on Qinecsa Vigilance Workbench.
- 06A pharma fixed pharmacovigilance gaps after critical EMA findings by moving to a new validated safety database.
Saama5
- 01Agentic Transformation: From Fragmented Systems to Integrated Care Intelligence
- 02More Data, More Insights, More Progress | Saama - #1 in AI Clinical Analytics
- 03One Place for All Data | Saama - #1 in AI Clinical Analytics
- 04When Every Day Counts
- 05Save Time, Improve Quality | Saama - #1 in AI Clinical Analytics
Indegene5
- 01A pharma launching a new brand used Indegene's agentic AI agency model with compliance built in.
- 02Indegene replaced a 12-16 week agency creative process with an agentic AI co-creation model run in three days.
- 03Indegene built an integrated omnichannel HCP event framework on Salesforce Marketing Cloud to replace vendor-run, manual event handling.
- 04Indegene and Workato automated HCP consent validation across 16 markets feeding Veeva CRM and Salesforce.
- 05Indegene unified HCP sign-in across regions with an Okta Auth0 identity platform.
Montrium5
- 01Immune Biosolutions replaced SharePoint with eTMF Connect in three weeks and scaled from one to three studies.
- 02Zydus Therapeutics moved to eTMF Connect to speed trial documentation and regain oversight across studies.
- 03EpicentRx replaced a paper TMF with eTMF Connect for real-time visibility across all studies.
- 04Pharmascience validated Adobe Sign for GxP e-signatures in two weeks using Montrium's fast-track toolkit.
- 05Virtual trial company ObvioHealth moved SOP and training management to Montrium's Quality Connect.
Medable5
- 01A top-10 pharma built three Phase III oncology studies in parallel across 30 countries on Medable's platform.
- 02A top-5 pharma scaled global vaccine mega-trials with Medable's eCOA and AI-assisted study build tools.
- 03A top pharma ran a long-term follow-up obesity trial on Medable without an EDC and kept 97% of patients.
- 04ICON and Medable reached 85% eConsent adoption across 1,200+ participants in a menopause study.
- 05A biotech worried older participants would struggle with eCOA, and Medable support delivered over 90% adherence in its vaccine trial.
CluePoints5
- 01A CRO cut monitoring costs by over 50% on a global Phase IV oncology study using CluePoints' risk-based approach.
- 02CluePoints' data quality assessment exposed a systemic issue behind one positive outlier in a Phase I neurology study.
- 03CluePoints' central monitoring caught missing gluten tests and misclassified adverse events in a trial of fewer than 50 subjects.
- 04A top-50 sponsor found data manipulation at a Phase II site; CluePoints' platform flagged it retrospectively and could catch it earlier.
- 05A dermatology company monitored 24+ sites and 680 participants in a Phase 3 study with CluePoints' ML-based RBQM.
Seeq5
- 01Eli Lilly used PI Event Frames and Seeq Vantage AI for faster deviation investigations and monitoring.
- 02Sanofi used Seeq to reconstruct a loss-of-sterility incident in aseptic processing.
- 03A biopharma used Seeq on AWS to predict bad fill-weight batches before completion.
- 04Seeq built a live KPI dashboard for a pharma continuous manufacturing line.
- 05Merck uses OSIsoft and Seeq analytics on AWS to support continuous drug manufacturing.
Narrativa4
- 01A top-3 pharma automated patient safety narrative authoring with Narrativa Navigator.
- 02Blood Cancer United automated patient safety narratives, CSRs and TLFs with Narrativa Navigator.
- 03A leading biopharma used Narrativa's Clinical Atlas to generate narratives, CSRs and TLFs in hours instead of weeks.
- 04Insud Pharma is using Narrativa to auto-generate large parts of its clinical trial regulatory documentation.
Trialbee4
- 01Trialbee delivered 52% more pre-qualified referrals across 20+ countries in a global recruitment program.
- 02Trialbee achieved over 90% referral randomization and finished enrollment early in two urology trials.
- 03Trialbee rescued an ultra-rare study, reaching 100% enrollment and closing three weeks early.
- 04Trialbee rescued a rare disease trial sitting at 28% of its enrollment goal and closed enrollment three weeks early.
SAS4
- 01Shionogi built AI-SAS on SAS Viya to semi-automate clinical trial programming and cut about 100 hours per trial.
- 02A New Jersey children's hospital cut no-shows 8.5% with a SAS Viya-based predictor.
- 03Erasmus MC set up a responsible-AI lab with SAS and Delft to support ICU ventilation decisions.
- 04Frankfurt University Hospital uses SAS Viya on AWS for antibiotic stewardship and resource forecasting.
Rockwell Automation4
- 01European CDMO Rottendorf Pharma is introducing FactoryTalk PharmaSuite MES for electronic batch recording.
- 02Lonza selected Rockwell Automation to digitalise nine former Capsugel capsule manufacturing sites.
- 03Pharbaco built a GMP-EU compliant smart plant on Rockwell automation with a validated IT-OT architecture.
- 04NKP Pharma used FactoryTalk Optix HMI to meet 21 CFR Part 11 at lower cost than IPC-SCADA.
Körber Pharma4
- 01Novo Nordisk standardised on Werum PAS-X MES across 450+ production lines and 10,000+ users.
- 02AstraZeneca rolled out one Werum PAS-X MES core across its Mount Vernon, Frederick and Newark sites.
- 03Cipla digitised batch documentation at Patalganga with Werum PAS-X and electronic batch recording.
- 04Walvax acquired a full-scope PAS-X MES as a benchmark MES project in China's vaccine industry.
ZS Associates3
- 01ZS built a machine learning anomaly detection engine that flagged over $25 million in potential co-pay card fraud.
- 02ZS and Takeda Oncology built an AI app using real-world data for next-best actions in about four months.
- 03ZS deployed ZAIDYN Medical Opinion Leader Intelligence in six weeks and found 300 previously unknown KOLs.
Writer3
- 01Vizient used Writer to produce compliant, personalised healthcare content and reports 4x ROI.
- 02CirrusMD deployed two Writer workflows, benefits navigation and SOAP-note drafting, in six months.
- 03SCAN Health Plan used Writer for an internal knowledge assistant and personalised member communications.
Pega3
AspenTech3
Siemens3
MasterControl3
Honeywell TrackWise (Sparta Systems)3
Dassault Systèmes3
Wipro3
Owkin3
- 01Owkin is building competitive-intelligence AI agents on K Pro inside AstraZeneca's infrastructure under a three-year licence.
- 02Owkin and MSD piloted the MSIntuit CRC AI pre-screen at six European hospital sites.
- 03Owkin integrated its CE-marked MSIntuit CRC into Sectra's digital pathology platform.
Thermo Fisher Scientific3
- 01A top-ten pharma consolidated its home-grown LIMS onto Thermo Scientific SampleManager LIMS across global sites.
- 02Thermo Fisher Pharma Services uses SampleManager LIMS as the digital backbone of its Pharma 4.0 vision across 55+ sites.
- 03Thermo Fisher and OpenAI are embedding AI across clinical trials work at PPD to shorten trial cycle times.