Pharmaceutical Digital Capability Framework
Pharmaceutical Digital Capability Framework · v1.0 · 2026

The Complete
Digital Capability
Map for Pharma

A comprehensive end-to-end process framework spanning 9 layers, 40+ capability areas, and 200+ sub-capabilities — built for pharma organisations navigating digital transformation.

9+Strategic Layers
40+Capability Areas
200+Sub-Capabilities
6Steps Per Capability
At a Glance

Nine Layers. End-to-End Coverage.

From stakeholder engagement to enterprise infrastructure, every domain is mapped with detailed, actionable process steps.

🤝
01
Stakeholder & Market Engagement
Digital Experience, Omnichannel Marketing, External Integration
🔬
02
Drug Development & Lifecycle Management
Research, Clinical Development, Regulatory Affairs, Pharmacovigilance
🏭
03
Manufacturing & Supply Operations
GMP Compliance, Supply Chain, Quality Management, Serialization
💰
04
Commercial & Revenue Operations
CRM, Order-to-Cash, Market Access, Pricing & Reimbursement
🏢
05
Enterprise Business Support
Finance, Legal & Compliance, HR, Vendor & Program Management
⚙️
06
Digital Automation & Integration
API Gateway, RPA, Intelligent Automation, BPM, Workflow
📊
07
Enterprise Data & Analytics
Performance Reporting, AI/ML, Data Management, Master Data
🔐
08
Cybersecurity & Digital Trust
Identity & Access, Security Ops, Data Protection, Encryption
☁️
09
Enterprise Technology Platform
End User Services, ERP/CRM Systems, Infrastructure, Cloud
Detailed Process Guide

Explore Every Capability

Select a layer to explore capability areas and their six-step process descriptions in detail.

🤝
Layer 01
Stakeholder & Market Engagement
Digital experience management, omnichannel marketing, stakeholder engagement, and external integration capabilities enabling meaningful interactions across HCPs, patients, and partners.
Digital Experience & Information
Web Portals
  • Define portal architecture, user personas and access tiers for HCPs, patients and partners.
  • Design and implement responsive UI/UX with brand-compliant templates.
  • Configure role-based authentication, SSO integration and session management.
  • Publish, version and retire content pages following a structured approval workflow.
  • Monitor uptime, page performance and accessibility compliance (WCAG 2.1).
  • Collect user feedback and analytics to drive iterative improvements.
HCP / Patient Portals
  • Onboard healthcare professionals and patients through identity-verified registration.
  • Integrate EHR/EMR data feeds to personalise clinical content and treatment history.
  • Provide secure messaging, prescription refill requests and appointment scheduling.
  • Deliver medication adherence reminders, educational resources and safety alerts.
  • Enforce HIPAA/GDPR data-handling controls and audit trails.
  • Measure portal engagement KPIs and patient satisfaction scores monthly.
Web Content Management
  • Maintain a content taxonomy aligned with therapeutic areas and product brands.
  • Manage editorial calendar, content creation, review and MLR approval.
  • Publish multilingual content with localisation review for regional compliance.
  • Govern content expiration, archival and removal through lifecycle workflows.
  • Integrate CMS with DAM and PIM to surface rich media and product data.
  • Track content performance via SEO metrics, page views and conversion rates.
Digital Asset Management
  • Ingest, tag and categorise all brand assets with metadata.
  • Enforce rights management, usage licences and expiry dates on each asset.
  • Provide self-service search and download portals for internal teams and agencies.
  • Version-control assets and maintain audit history for regulatory submissions.
  • Integrate DAM with CMS, marketing automation and email platforms.
  • Conduct quarterly asset audits to remove outdated or non-compliant materials.
Product Information Management
  • Establish a master product data model covering SKU, formulation, dosage and indication.
  • Onboard and validate product data from R&D, regulatory and manufacturing sources.
  • Manage multilingual product attributes for global market distribution.
  • Syndicate approved product data to portals, e-commerce and distributor catalogues.
  • Enforce data quality rules and trigger alerts for incomplete or conflicting records.
  • Review and update product data on every label change or new indication approval.
Customer Data Platform
  • Collect and unify first-party data from portals, CRM, events and digital channels.
  • Build consolidated HCP and patient identity profiles with consent records.
  • Segment audiences based on specialty, prescribing behaviour and engagement history.
  • Activate audience segments across email, paid media and sales tools in real time.
  • Enforce consent management, data residency and opt-out processing automatically.
  • Provide analytics on segment performance, identity match rates and channel attribution.
Omnichannel Marketing
Email / Web / Social Campaigns
  • Plan campaign briefs aligned to brand strategy and market access milestones.
  • Develop campaign content through cross-functional MLR review and approval.
  • Configure audience targeting using CDP segments and CRM data.
  • Deploy campaigns across email, web banners and social channels.
  • Monitor deliverability, open rates, CTR and social engagement in real time.
  • Generate post-campaign reports; iterate creative and targeting based on learnings.
Journey Orchestration
  • Map customer journeys by HCP archetype from awareness through prescribing adoption.
  • Design multi-step orchestration flows combining digital and field touchpoints.
  • Define entry, exit and branching logic based on behavioural and engagement signals.
  • Coordinate journey triggers with MSL visits, congresses and scientific exchange events.
  • Monitor journey progression, drop-off rates and next-best-action effectiveness.
  • Optimise journeys quarterly using engagement analytics and field feedback.
Personalization
  • Define personalisation use cases by segment: specialty, treatment stage, geography.
  • Implement real-time decisioning engine to select content variants per individual.
  • Deliver personalised content on portals, emails and sales rep tools dynamically.
  • Manage personalisation rules, fallback logic and consent boundaries centrally.
  • Measure lift in engagement and prescription intent from personalised experiences.
  • Conduct ethics and compliance review of personalisation rules bi-annually.
Digital Advertising
  • Define paid media strategy across search, display, programmatic and social platforms.
  • Configure audience targeting using third-party data, lookalike modelling and retargeting.
  • Submit ad creatives through MLR review before trafficking to ad platforms.
  • Manage campaign budgets, bid strategies and pacing using media management tools.
  • Monitor impressions, reach, frequency, ROAS and adverse event reporting.
  • Optimise campaigns weekly; reconcile spend against budget and adjust channels.
Stakeholder Engagement
KOL Engagement
  • Identify and tier key opinion leaders using publication, trial activity and influence data.
  • Develop tailored engagement plans per KOL aligned to therapeutic area strategy.
  • Coordinate advisory boards, speaking engagements and scientific panel participation.
  • Document all KOL interactions in CRM with fair market value and compliance records.
  • Manage contracts, honoraria and disclosure obligations through legal review.
  • Measure KOL advocacy outcomes including publications and guidelines impact.
MSL Management
  • Recruit, onboard and train Medical Science Liaisons on therapeutic area and compliance.
  • Assign MSL territories based on HCP density, trial sites and scientific priority.
  • Equip MSLs with approved scientific content, clinical data summaries and presentation tools.
  • Log and document every MSL-HCP interaction for compliance and CRM accuracy.
  • Coordinate MSL activities with commercial teams while maintaining medical independence.
  • Evaluate MSL performance against engagement quality and reach KPIs.
Conference & Event Management
  • Develop annual congress and event calendar aligned to therapeutic and brand priorities.
  • Plan logistics: booth design, symposia sponsorship, abstract submission and speaker management.
  • Coordinate MLR review of all event materials and presentations before deployment.
  • Manage on-site operations: registration, HCP engagement and adverse event reporting.
  • Capture leads, interaction data and congress insights into CRM post-event.
  • Conduct post-event ROI analysis covering attendance, engagement and scientific impact.
🔬
Layer 02
Drug Development & Lifecycle Management
End-to-end capabilities from early target identification through clinical development, regulatory submissions, pharmacovigilance, and product lifecycle strategy.
Research & Discovery
Target Identification
  • Conduct genomic, proteomic and phenotypic screening to identify disease-relevant biological targets.
  • Evaluate target tractability, novelty and freedom-to-operate through bioinformatics analysis.
  • Build target dossiers aggregating literature, patent and competitive intelligence data.
  • Prioritise targets through multi-criteria scoring integrating scientific and commercial value.
  • Initiate target validation studies (in vitro, in vivo, genetic models) to confirm disease link.
  • Document target selection decisions in electronic lab notebooks for IP and regulatory traceability.
Biomarker Discovery
  • Define biomarker strategy (predictive, prognostic, pharmacodynamic, safety) for each programme.
  • Collect and bank biological samples under IRB-approved protocols.
  • Apply multi-omics platforms (genomics, transcriptomics, proteomics, metabolomics) to discover signatures.
  • Statistically validate biomarker candidates using training and independent validation cohorts.
  • Develop and qualify analytical assays (ELISA, NGS, mass spectrometry) to measure biomarkers.
  • Submit validated biomarker data to regulatory agencies as part of CDx development strategy.
Preclinical Research
  • Design in vitro and in vivo studies to characterise mechanism of action and efficacy.
  • Select species and study designs in alignment with ICH and OECD guidelines.
  • Execute GLP toxicology studies at qualified sites.
  • Analyse PK/PD data to establish exposure-response relationships and safe starting doses.
  • Compile preclinical package for IND/CTA filing covering safety pharmacology and toxicology.
  • Archive raw data and study reports in validated systems per 21 CFR Part 11.
Clinical Development
Trial Design
  • Define clinical development plan (CDP) aligning endpoints, populations and study designs to regulatory strategy.
  • Conduct protocol design workshops with biostatistics, clinical, regulatory and patient advocacy teams.
  • Develop statistical analysis plan (SAP) specifying primary/secondary endpoints and sample size.
  • Submit protocols to IRB/IEC, competent authorities and data monitoring committees for approval.
  • Design eCRF, randomisation and blinding procedures in the EDC system.
  • Conduct protocol feasibility assessments at investigator sites prior to study initiation.
Patient Recruitment
  • Develop global patient recruitment strategy including site selection and enrolment projections.
  • Deploy digital recruitment channels (social media, patient registries, disease communities).
  • Implement pre-screening tools and eligibility check workflows to reduce screen failure rates.
  • Monitor enrolment rates at site and country level against planned timelines weekly.
  • Apply rescue strategies (protocol amendments, additional sites) when behind target.
  • Track diversity and inclusion metrics in enrolled population against pre-defined targets.
Trial Monitoring
  • Develop risk-based monitoring (RBM) plan defining remote and on-site monitoring triggers.
  • Conduct remote centralised monitoring of data trends, outliers and protocol deviations.
  • Perform on-site monitoring visits (SIVs, IMVs, COVs) with structured monitoring reports.
  • Escalate critical findings to sponsor management and site immediately with CAPA tracking.
  • Validate source data verification (SDV) completeness against protocol-defined thresholds.
  • Aggregate monitoring metrics to assess trial quality and adjust monitoring frequency dynamically.
Regulatory Affairs
Regulatory Strategy
  • Develop global regulatory strategy covering target geographies, accelerated pathways and TPP alignment.
  • Engage with FDA, EMA and other authorities through pre-IND and Scientific Advice meetings.
  • Map regulatory requirements per jurisdiction and identify evidence package gaps.
  • Assess eligibility for Orphan Drug, Breakthrough, PRIME and other designation programmes.
  • Update regulatory strategy at each stage gate based on clinical data and authority feedback.
  • Coordinate regional regulatory strategies with affiliates and local regulatory representatives.
Submission Management
  • Plan submission timelines for IND, NDA/BLA, MAA and post-approval filings.
  • Coordinate cross-functional authoring teams for Module 2 summaries, Module 3 CMC and Module 5 clinical data.
  • Publish eCTD-compliant dossiers using validated publishing software and perform technical QC.
  • Transmit submissions electronically via ESG (FDA) or CESP (EMA).
  • Track submission status, questions lists and authority action dates in regulatory tracking system.
  • Manage post-submission queries with structured response plans and authority communication logs.
Pharmacovigilance
  • Establish global adverse event intake channels (call centres, medical information, literature, digital).
  • Triage all incoming safety reports for seriousness, expectedness and causality within 24 hours.
  • Report expedited serious adverse events to authorities within ICH E2A timelines (7/15-day rules).
  • Execute disproportionality analyses (PRR, ROR) on spontaneous databases monthly.
  • Develop Risk Management Plans (RMPs) and REMS at approval.
  • Compile and submit Periodic Safety Update Reports (PSURs/PBRERs) within authority-defined windows.
🏭
Layer 03
Manufacturing & Supply Operations
GMP-compliant manufacturing, supply chain planning, distribution, quality management, packaging, and asset management capabilities supporting reliable product supply.
Manufacturing
Batch Manufacturing
  • Execute manufacturing batch records (MBRs) following approved SOPs and process parameters.
  • Manage in-process controls (IPCs) and release testing against pre-defined specifications.
  • Perform batch disposition through qualified person (QP) review and formal release decision.
  • Investigate OOS and OOT results with documented root cause analysis.
  • Maintain equipment logs, cleaning records and environmental monitoring data per GMP.
  • Archive completed batch records for the required regulatory retention period.
GMP Compliance
  • Maintain site GMP self-inspection programme with structured audit schedule and CAPA tracking.
  • Manage authority inspection readiness including mock inspections and response protocols.
  • Ensure all GMP documentation (SOPs, specifications, batch records) is current and approved.
  • Train all manufacturing personnel on GMP requirements, SOPs and data integrity principles.
  • Review and trend quality metrics (deviations, OOS, complaints, CAPAs) in monthly quality board reviews.
  • Submit annual product reviews (APRs) and support site regulatory filings as required.
Supply Chain Planning (S&OP)
  • Execute monthly S&OP cycle: demand review, supply review, pre-S&OP and executive S&OP meetings.
  • Align unconstrained demand plan to supply capacity; surface constraints and resolution options.
  • Integrate financial plan into integrated business planning (IBP) review.
  • Document S&OP decisions, assumptions and escalations with action owners and due dates.
  • Produce rolling 18–24 month supply plan outputs for manufacturing scheduling and procurement.
  • Measure S&OP process maturity and plan adherence KPIs; target continuous improvement annually.
Cold Chain Logistics
  • Define cold chain specifications (2–8°C, -20°C, -80°C, cryogenic) per product and route.
  • Qualify cold chain packaging systems and carrier lanes through temperature mapping.
  • Monitor cold chain shipments using IoT data loggers with automated temperature excursion alerts.
  • Assess and document temperature excursions through quality risk assessment.
  • Train logistics partners on cold chain handling, packing procedures and excursion response protocols.
  • Review cold chain performance data (excursion rate, packaging failure rate) quarterly.
Serialization
  • Implement item-level serialisation using GS1 DataMatrix codes per EU FMD, DSCSA and SFDA requirements.
  • Manage serial number allocation, assignment and commissioning through validated systems.
  • Aggregate serialised items into barcoded cases and pallets with parent-child hierarchies.
  • Report aggregation data to national medicines verification systems (NMVS, DSCSA trading partners).
  • Conduct serialisation audits at packaging lines to verify scan rates and data accuracy.
  • Manage serialisation master data (GTIN, NDC, NHRN) across markets and update on label changes.
CAPA Management
  • Initiate CAPAs from deviations, audits, complaints, regulatory inspections and trending analysis.
  • Define effectiveness criteria and metrics to evaluate whether the corrective action achieved its intent.
  • Assign CAPA owners, reviewers and due dates with escalation workflows for overdue items.
  • Implement and verify corrective actions with documented evidence before closure.
  • Conduct effectiveness checks at defined intervals post-closure to confirm sustained improvement.
  • Report CAPA cycle times, overdue rates and re-occurrence metrics in monthly quality reviews.
💰
Layer 04
Commercial & Revenue Operations
Customer relationship management, order-to-cash processes, market access, pricing strategy, and reimbursement capabilities driving commercial performance.
Customer Relationship Management
HCP Relationship Management
  • Maintain accurate HCP profiles covering specialty, affiliation, prescribing segments and contact preferences.
  • Execute call planning and territory alignment to optimise field force coverage and frequency.
  • Log all HCP interactions (visits, calls, emails) in CRM within 24 hours of occurrence.
  • Segment HCPs by potential, loyalty and prescribing behaviour to prioritise engagement resources.
  • Coordinate MSL, KAM and sales rep engagement to present a unified stakeholder experience.
  • Measure HCP satisfaction, relationship strength and segment share-of-voice quarterly.
Patient Support Programs
  • Design support programmes covering adherence, nursing, co-pay assistance and financial aid.
  • Enrol patients through HCP referral, digital channels and pharmacy integration workflows.
  • Provide multi-channel patient support via phone, app and nurse educator touchpoints.
  • Track programme enrolment, adherence rates, completion and patient outcomes.
  • Ensure programme compliance with anti-kickback, HIPAA and applicable state regulations.
  • Evaluate programme ROI by measuring adherence improvement, refill rates and brand loyalty impact.
Order-to-Cash
  • Receive and validate customer purchase orders via EDI, portal and manual channels.
  • Check inventory availability, credit limits and export licence requirements before order acceptance.
  • Process standard, rush and backorder orders through ERP with priority and routing rules.
  • Generate accurate invoices at shipment or order fulfilment trigger per customer billing terms.
  • Maintain rebate contracts with GPOs, government agencies, managed care and specialty distributors.
  • Track order fill rate, perfect order rate and on-time delivery metrics daily.
Market Access & Pricing
Pricing Strategy
  • Develop global reference pricing policy and IRP monitoring framework to manage cross-market price corridors.
  • Conduct value-based pricing analysis using willingness-to-pay research and QALYs gained.
  • Model net price scenarios under different contracting and rebate structures to optimise payer access.
  • Obtain internal price approval through governance committees before launch and price change filings.
  • Monitor competitor pricing and market access developments to update pricing positioning quarterly.
  • Report net price realisation, gross-to-net bridge and pricing variance to finance and leadership.
Reimbursement Strategy
  • Map payer landscape (national, regional, private) and decision-making processes per target market.
  • Develop payer dossiers and value dossiers tailored to each payer segment and system (AMNOG, SMC, HAS).
  • Engage payers early through scientific advisory boards and parallel scientific advice with HTA bodies.
  • Submit reimbursement applications with clinical and economic evidence packages within authority timelines.
  • Negotiate listing conditions, restrictions and managed entry agreements (MEAs) with payers.
  • Monitor reimbursement decision outcomes and access conditions against launch assumptions quarterly.
HEOR Analytics
  • Design health economic models (cost-effectiveness, budget impact) aligned to payer decision frameworks.
  • Collect and analyse real-world data to generate comparative effectiveness and cost outcomes evidence.
  • Publish HEOR findings in peer-reviewed journals and present at HTA advisory board meetings.
  • Develop country-adapted economic models and local cost inputs for each reimbursement submission.
  • Respond to payer technical economic model reviews and queries with methodological documentation.
  • Maintain and update economic models as new clinical data or real-world evidence becomes available.
🏢
Layer 05
Enterprise Business Support
Finance, legal & compliance, HR workforce management, vendor governance, and program portfolio management enabling organisational effectiveness.
Finance
Budgeting & Financial Reporting
  • Execute annual budget cycle with bottom-up submission, consolidation and executive approval process.
  • Develop driver-based budget models linking commercial assumptions to revenue and cost forecasts.
  • Close the financial books monthly, quarterly and annually per IFRS or US GAAP requirements.
  • Prepare statutory financial statements and coordinate external audit engagements.
  • Ensure Sarbanes-Oxley (SOX) compliance through documented controls and quarterly testing.
  • Distribute board and investor reporting packages with supporting analysis and business narrative.
Treasury
  • Manage daily cash positioning and liquidity to meet operational funding requirements.
  • Execute foreign exchange hedging programmes to manage transactional and translational FX exposure.
  • Administer banking relationships, credit facilities and covenant compliance monitoring.
  • Invest surplus cash in approved instruments per treasury policy risk and liquidity guidelines.
  • Manage debt structure, refinancing timelines and counterparty credit risk.
  • Report treasury positions, hedging outcomes and liquidity metrics to CFO and Audit Committee.
Corporate Compliance
  • Develop and maintain a corporate compliance programme covering anti-bribery and competition law.
  • Conduct annual risk assessments to identify and prioritise compliance programme focus areas.
  • Deliver mandatory compliance training to all employees with completion tracking.
  • Manage the confidential ethics hotline and investigate reported concerns following established protocols.
  • Conduct third-party due diligence on HCP-facing vendors, distributors and commercial partners.
  • Report compliance programme performance and investigation outcomes to the Audit Committee.
HR / Workforce
Talent Management
  • Design and manage end-to-end recruitment process from job posting through offer acceptance.
  • Implement structured assessment processes (competency interviews, technical assessments).
  • Run early talent programmes (graduate, internship, rotation) to build future leadership pipeline.
  • Identify high-potential employees and implement targeted development plans and stretch assignments.
  • Manage succession plans for critical and executive roles with defined readiness timelines.
  • Track talent acquisition metrics (time-to-fill, quality-of-hire, diversity) and report monthly.
Performance & Compensation Management
  • Design goal-setting framework aligned to company OKRs or balanced scorecard.
  • Execute annual and mid-year performance review cycles with structured manager-employee dialogue.
  • Calibrate performance ratings across teams to ensure consistency and manage distribution guidelines.
  • Design competitive compensation structures (salary bands, bonus plans, long-term incentives) aligned to market benchmarks.
  • Conduct annual compensation benchmarking using third-party survey data.
  • Ensure pay equity through periodic pay equity analyses and remediation where gaps are identified.
Transparency Reporting
  • Collect and validate HCP/HCO transfer-of-value (TOV) data from all payment sources.
  • Reconcile TOV data against contractual records, expense reports and event management systems.
  • Obtain required HCP consent for public disclosure under EFPIA, Sunshine Act and local regulations.
  • Submit annual transparency reports to national authorities and industry body portals on time.
  • Publish HCP payment disclosures on required public platforms with accurate HCP identification data.
  • Respond to HCP queries and disputes regarding disclosed payments with a structured process.
⚙️
Layer 06
Digital Automation & Integration
Integration platforms, process automation, RPA, intelligent automation, and BPM capabilities enabling seamless digital operations across the enterprise.
Integration Platforms
API Gateway
  • Design and deploy API gateway as the single entry point for all internal and external API traffic.
  • Enforce authentication, authorisation, rate limiting and IP whitelisting policies at the gateway layer.
  • Publish and manage API lifecycle (design, test, deploy, deprecate) through developer portal.
  • Monitor API traffic, latency, error rates and SLA compliance with real-time alerting.
  • Apply request/response transformation, caching and routing rules to optimise API performance.
  • Conduct quarterly gateway security reviews including penetration testing and vulnerability assessment.
Event Streaming
  • Design event-driven architecture using streaming platforms (Kafka, Azure Event Hub, AWS Kinesis).
  • Define event schemas, topic naming conventions and retention policies in a schema registry.
  • Implement producer and consumer applications with idempotent processing and dead-letter queue handling.
  • Monitor stream lag, throughput and consumer group health with automated alerting.
  • Manage event streaming infrastructure for high availability.
  • Conduct capacity planning for event streaming volumes and review data retention costs quarterly.
RPA & Intelligent Automation
  • Identify and prioritise RPA candidates using process assessment (volume, rule-based, digital interface criteria).
  • Document process-specific automation design documents (PDD/SDD) before bot development.
  • Assess intelligent automation opportunities combining RPA with AI/ML, NLP and computer vision.
  • Train, validate and deploy AI/ML models within automation pipelines with version control.
  • Monitor model performance, drift and explainability in production automation processes.
  • Report intelligent automation value realisation (FTE savings, quality improvement, speed) quarterly.
BPM & Workflow Automation
  • Establish BPM centre of excellence with standards for process modelling, governance and improvement.
  • Model enterprise processes using BPMN 2.0 tooling and publish in process repository.
  • Conduct process performance analysis using BPM analytics to identify bottlenecks and waste.
  • Execute process improvement cycles using Lean, Six Sigma or PDCA methodologies.
  • Configure workflow automation rules, routing logic, approval matrices and escalation paths.
  • Report BPM maturity, process KPI improvements and savings realised to leadership quarterly.
📊
Layer 07
Enterprise Data & Analytics
Performance reporting, clinical/commercial/supply analytics, AI and machine learning, and enterprise data management capabilities powering data-driven decisions.
Performance Reporting
Operational KPI Reporting
  • Define operational KPI library with metric definitions, owners, data sources and reporting cadence.
  • Automate KPI data collection from source systems and load to reporting data warehouse.
  • Publish operational KPI dashboards with drill-down capability to cost centre and product level.
  • Conduct monthly operational performance reviews against targets with root cause for underperformance.
  • Manage KPI governance: adding, retiring and redefining metrics through change control.
  • Report operational KPIs to leadership with trend analysis and benchmark comparison quarterly.
Commercial Analytics
  • Integrate syndicated data (IQVIA, Symphony, Claims) with CRM and financial data for commercial insights.
  • Build prescription driver models linking HCP characteristics, touchpoints and prescribing behaviour.
  • Conduct market share and patient journey analysis by segment, geography and channel.
  • Measure promotional ROI and channel attribution using econometric and multi-touch models.
  • Generate next-best-action recommendations for field teams using prescriptive analytics.
  • Present commercial analytics insights and implications to brand teams and commercial leadership.
AI Drug Discovery
  • Apply generative AI and deep learning to design novel molecular structures with desired target properties.
  • Use structure-based and ligand-based virtual screening to prioritise compound libraries for synthesis.
  • Integrate AI predictions with experimental validation loops to iteratively improve compound design.
  • Apply AI to predict ADMET (absorption, distribution, metabolism, excretion, toxicity) properties in silico.
  • Build AI models for biomarker prediction, patient stratification and clinical endpoint forecasting.
  • Document AI model validation, uncertainty quantification and limitations for regulatory and scientific review.
Master Data Management
  • Define master data domains (HCP, product, site, vendor, patient) with golden record ownership.
  • Implement MDM platform for data ingestion, matching, merging and survivorship across sources.
  • Manage master data creation, modification and retirement workflows with multi-tier approval.
  • Cleanse and enrich master data using third-party reference data (OneKey, IQVIA data) periodically.
  • Publish golden record master data to consuming systems via real-time API and batch feeds.
  • Report MDM data quality scores, duplicate rates and domain coverage to data governance monthly.
🔐
Layer 08
Cybersecurity & Digital Trust
Identity and access management, security operations, data protection, encryption, and secure collaboration capabilities maintaining digital trust and compliance.
Identity & Access Management
Identity Governance
  • Define identity lifecycle workflows: provisioning, role assignment, transfer and deprovisioning.
  • Maintain role-based access control (RBAC) framework with role definitions and entitlement matrices.
  • Automate identity provisioning via HR system integration for joiners, movers and leavers.
  • Enforce separation of duties (SoD) controls and detect conflicts through automated rule engines.
  • Manage orphan accounts and stale accounts through automated detection and remediation.
  • Report identity governance compliance metrics (provisioning SLA, SoD violations) to CISO monthly.
Privileged Access Management
  • Manage privileged accounts (admin, service, root) through a PAM solution.
  • Enforce just-in-time (JIT) privileged access with session recording and approval workflows.
  • Rotate privileged credentials automatically and store securely in an enterprise credential vault.
  • Monitor privileged session activity for anomalous behaviour with real-time alerting.
  • Audit privileged access usage and review entitlement appropriateness quarterly.
  • Report privileged account inventory, access events and policy violations to CISO monthly.
Threat Detection & Incident Response
  • Operate a SIEM platform ingesting logs from endpoints, network, cloud and application sources.
  • Develop and tune detection rules and use cases for known threat actor TTPs (MITRE ATT&CK).
  • Apply UEBA (User and Entity Behaviour Analytics) to detect insider threats and compromised accounts.
  • Maintain a tested incident response plan covering preparation, detection, containment and recovery.
  • Perform forensic evidence collection, malware analysis and root cause determination.
  • Conduct post-incident review; update playbooks and controls based on lessons learned.
Data Loss Prevention
  • Deploy DLP tools across email, endpoint and cloud channels to detect and prevent data exfiltration.
  • Define and tune DLP policies for sensitive data categories (PII, IP, clinical data, financial data).
  • Investigate DLP policy alerts and take proportionate response actions (block, quarantine, educate).
  • Monitor DLP incident trends and adjust policy thresholds to reduce false positives and false negatives.
  • Train employees on data handling policies and report DLP incidents as part of security awareness.
  • Report DLP incident volumes, policy violations and remediation actions to CISO monthly.
☁️
Layer 09
Enterprise Technology Platform
End user services, enterprise applications (ERP, CRM, clinical systems), cloud infrastructure, network, and compute platforms underpinning the entire digital estate.
Enterprise Applications
ERP Platform
  • Manage ERP platform (SAP, Oracle) covering FI, CO, MM, SD, PP, QM and HR modules.
  • Execute ERP release management including SAP Note application, patches and upgrades.
  • Govern ERP master data (materials, vendors, customers, GL accounts) through formal change control.
  • Monitor ERP system performance, batch job runtimes and interface health daily.
  • Support ERP project delivery for new module implementations, roll-outs and integrations.
  • Conduct annual ERP landscape roadmap review aligned to vendor releases and business needs.
CRM Platform
  • Manage CRM platform (Salesforce, Veeva) covering HCP profiling, call reporting and campaign management.
  • Govern CRM data quality through duplicate management, validation rules and data stewardship.
  • Deploy CRM releases including new features, workflow changes and integration updates via change management.
  • Configure and maintain CRM territory management, targeting and cycle plan functionality.
  • Train field users on CRM capabilities, mobile app use and data entry standards.
  • Report CRM adoption rates, data quality metrics and system performance to commercial IT leadership.
Cloud Infrastructure
  • Manage multi-cloud or hybrid cloud environments (Azure, AWS, GCP) with defined landing zones.
  • Enforce cloud security baselines, policy-as-code and continuous compliance monitoring.
  • Optimise cloud cost through reservation management, right-sizing and waste identification.
  • Manage cloud resource provisioning via Infrastructure-as-Code (Terraform, ARM, CloudFormation).
  • Monitor cloud service health, availability and performance against SLA thresholds daily.
  • Review cloud architecture and cost optimisation opportunities quarterly.
Manufacturing Systems (MES)
  • Manage Manufacturing Execution System (MES) for electronic batch record (EBR) execution.
  • Maintain MES recipe and master data aligned to approved manufacturing processes.
  • Integrate MES with ERP, LIMS, PI and serialisation systems for seamless data flow.
  • Execute MES validation and change control for all system modifications in a GMP environment.
  • Monitor MES system performance, batch execution errors and interface availability 24×7.
  • Support MES rollout to new sites or production lines through validated implementation projects.
IT Service Management
Service Desk
  • Provide multi-channel IT service desk (phone, chat, email, portal) with defined service hours.
  • Triage and categorise incidents and requests against SLA tiers (P1–P4) for routing.
  • Resolve Tier 1 incidents at first contact (FCR target ≥70%) using knowledge base support.
  • Escalate Tier 2/3 incidents to technical resolver groups with SLA tracking.
  • Manage service request fulfilment (software, access, hardware) against catalogued SLAs.
  • Report service desk KPIs (FCR, CSAT, SLA compliance, ticket volumes) to IT leadership monthly.
Backup & Recovery
  • Implement backup policies covering RPO/RTO requirements for all critical systems and data.
  • Execute scheduled backups and monitor completion success rates with alerting for failures.
  • Test backup restoration quarterly for critical systems to validate recoverability.
  • Manage offline and offsite backup copies to protect against ransomware and site disasters.
  • Maintain backup infrastructure (servers, agents, media) with software and hardware currency.
  • Report backup success rates, RTO test results and data protection coverage to IT leadership.