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Maxis AI agent workforce catalogue

Audit Trail Review (ATR) – ICH E6(R3) Agent — Study Start-Up agent: Ensures adherence to ICH GCP guidelines and supports audit readiness.

Risk Qualifier Agent — Data Analysis & Statistics agent: Classifies risks based on severity and impact for structured evaluation.

Risk Scorer Agent — Risk Management & Quality agent: Assigns risk scores to prioritize monitoring and resource allocation.

Risk Monitoring Agent — Risk Management & Quality agent: Continuously monitors study risks to enable early detection and mitigation.

Risk Plan Creator Agent — Risk Management & Quality agent: Develops structured risk management plans based on study design and objectives.

RBQM Agent — Risk Management & Quality agent: Implements risk-based quality management by identifying, assessing, and monitoring risks throughout the study lifecycle.

Critical Data points Agent — Risk Management & Quality agent: Identifies and prioritizes key data elements critical for patient safety, endpoint evaluation, and regulatory compliance.

eCTD Verification Agent — Regulatory Submissions & Compliance agent: Manages submissions to ethics committees ensuring compliance and approval workflows.

Regulatory Document Tracker Agent — Regulatory Submissions & Compliance agent: Tracks regulatory milestones and submission timelines to ensure timely execution.

Regulatory Timeline Manager Agent — Regulatory Submissions & Compliance agent: Tracks regulatory milestones and submission timelines to ensure timely execution.

NDA/BLA Preparation Agent — Regulatory Submissions & Compliance agent: Prepares comprehensive regulatory submission packages for drug approval.

eCTD Assembly Agent — Regulatory Submissions & Compliance agent: Enhances patient engagement through personalized communication and support tools.

Regulatory Compliance Review Agent — Regulatory Submissions & Compliance agent: Evaluates study data and processes to ensure compliance with regulatory requirements through automated checks and clinical review.

TLF Generation Agent — Reporting & Medical Writing agent: Generates Tables, Listings, and Figures based on statistical outputs for reporting and regulatory submission.

Clinical Inference Analyzer Agent — Reporting & Medical Writing agent: Combines statistical outputs with clinical interpretation to generate meaningful insights supporting CSR development and decision-making.

Publication Analyzer Agent — Reporting & Medical Writing agent: Summarizes and analyzes publications, articles, or web content to generate structured insights and reports in formats such as PDF, RTF, and PPT.

Clinical Study Report (CSR) Generation Agent — Reporting & Medical Writing agent: Automates the creation of Clinical Study Reports by integrating clinical, statistical, and safety data into structured, regulatory-compliant documents.

Clinical Data Visualizer Agent — Reporting & Medical Writing agent: Converts complex clinical data into interactive visualizations and dashboards for easier interpretation, trend analysis, and decision-making.

Patient Narrative Agent — Reporting & Medical Writing agent: Generates comprehensive patient narratives by synthesizing clinical and safety data across the patient journey, supporting regulatory submissions and safety reporting.

Statistical Computing Agent — Data Analysis & Statistics agent: Executes statistical computations using SAS, R, or Python for scalable analytics.

Data Science Assistant Agent — Data Analysis & Statistics agent: Supports exploratory analysis, modeling, and real-time code execution for data science workflows.

Imaging Processing Agent — Data Analysis & Statistics agent: Processes and standardizes medical imaging data for accurate analysis and interpretation.

Neuroimaging Agent — Data Analysis & Statistics agent: Processes and analyzes neuroimaging data to support neurological endpoint evaluation and disease monitoring.

Biomarker Analysis Agent — Data Analysis & Statistics agent: Analyzes biomarker data to identify correlations with treatment response and clinical outcomes.

R Code Generator Agent — Data Analysis & Statistics agent: Generates R scripts for statistical analysis, data visualization, and advanced analytics workflows.

SAS Code Generator Agent — Data Analysis & Statistics agent: Automatically generates SAS programs for data transformation, statistical analysis, and reporting aligned with CDISC and study standards.

Safety Analysis Agent — Data Analysis & Statistics agent: Integrates clinical data review, medical review, and listings to evaluate safety signals, ensuring data integrity and compliance.

Data Analysis Agent — Data Analysis & Statistics agent: Performs exploratory and statistical data analysis including descriptive statistics, trend identification, and data validation.

Patient profile generator Agent — Data Analysis & Statistics agent: Aggregates data from multiple sources to generate comprehensive patient profiles for analysis, monitoring, and decision-making.

Efficacy Analysis Agent — Data Analysis & Statistics agent: Performs comprehensive efficacy analyses across primary, secondary, and exploratory endpoints using appropriate statistical methodologies.

Clinical Data Quality Management Agent — Data Management & Standards agent: Manages end-to-end clinical data quality processes including validation, cleaning, monitoring, and issue resolution to ensure high-quality, submission-ready datasets.

SDTM Data Conversion Agent — Data Management & Standards agent: Converts raw clinical data into SDTM-compliant datasets, ensuring adherence to CDISC standards for regulatory submissions.

Digital Data Flow Agent — Trial Design agent: Automates EDC database configuration from the digital Schedule of Activities, traces protocol amendments across downstream systems (ICH M11), and curates legacy protocols into reusable, standard-compliant digital assets.

Anonymizer Agent — Data Management & Standards agent: De-identifies patient data to ensure compliance with privacy regulations.

Data Dictionary Manager Agent — Data Management & Standards agent: Maintains metadata and data definitions to ensure consistency and standardization.

Data Ingestion Agent — Data Management & Standards agent: Ingests and integrates data from multiple sources into a centralized platform.

Data Extraction (EHR/EMR) Agent — Data Management & Standards agent: Extracts structured and unstructured data from healthcare systems for analysis.

Database Lock Timeline Predictor Agent — Data Management & Standards agent: Predicts database lock timelines using data readiness and issue trends to avoid delays.

Clinical Data Oversight Agent — Data Management & Standards agent: Provides continuous monitoring and oversight of clinical datasets to ensure data integrity, consistency, and regulatory compliance.

IDRP Agent — Data Management & Standards agent: Supports Gneration of integrated data review Plan by consolidating and analyzing multi-source data for cross-functional insights.

SDTM Generator Agent — Data Management & Standards agent: Converts raw clinical data into standardized SDTM datasets required for regulatory submissions.

ADaM Generation Agent — Data Management & Standards agent: Transforms SDTM clinical data into analysis-ready datasets compliant with ADaM standards for statistical analysis and regulatory submission.

Reconciliation Agent — Data Management & Standards agent: Reconciles data across multiple systems such as EDC, safety, and external vendor sources to identify discrepancies and ensure data consistency.

Data Quality Detector Agent — Data Management & Standards agent: Continuously scans clinical datasets to detect inconsistencies, missing data, anomalies, and quality issues using rule-based and AI-driven techniques.

Data Quality Plan Creator Agent — Data Management & Standards agent: Creates structured data quality plans defining validation rules, edit checks, data cleaning workflows, and monitoring strategies to ensure data integrity and compliance.

Site Collaboration Agent — Trial Conduct & Monitoring agent: Facilitates communication and coordination between sponsors and clinical sites.

Program Traceability Agent — Trial Conduct & Monitoring agent: Tracks end-to-end trial activities and data lineage to ensure transparency and audit readiness.

Supply Chain Agent — Trial Conduct & Monitoring agent: Manages investigational product logistics and supply to ensure uninterrupted trial operations.

Vendor Oversight Agent — Trial Conduct & Monitoring agent: Monitors vendor performance to ensure quality, compliance, and adherence to contractual obligations.

ECG Analysis Agent — Trial Conduct & Monitoring agent: Analyzes ECG data to detect cardiac abnormalities and ensure patient safety monitoring.

Tumor Response Agent — Trial Conduct & Monitoring agent: Evaluates tumor response using imaging and clinical criteria to assess treatment effectiveness in oncology trials.

Cognitive Assessment Agent — Trial Conduct & Monitoring agent: Analyzes cognitive and neurological assessment data to track patient outcomes and disease progression.

Site Copilot Agent — Trial Conduct & Monitoring agent: Assists site personnel with daily clinical operations, data entry, and workflow optimization to improve efficiency.

Safety Monitoring Agent — Trial Conduct & Monitoring agent: Continuously monitors adverse events and safety data to detect signals and ensure patient safety.

Lab Data Oversight Agent — Trial Conduct & Monitoring agent: Monitors laboratory data quality and consistency, ensuring timely identification and resolution of discrepancies.

eSource to EDC Agent — Trial Conduct & Monitoring agent: Enables seamless transfer and integration of source data into EDC systems while maintaining traceability and data integrity.

Protocol Deviation Agent — Trial Conduct & Monitoring agent: Detects and analyzes protocol deviations, ensuring compliance by identifying deviations and supporting corrective actions.

Medical Review Agent — Trial Conduct & Monitoring agent: Reviews clinical and safety data to identify medical risks, adverse events, and clinically significant findings for ongoing monitoring.

Dose Limiting Toxicity Identifier Agent — Trial Conduct & Monitoring agent: Identifies dose-limiting toxicities and supports dose escalation decisions using AI-driven analysis to improve trial safety and efficiency.

Patient Engagement Agent — Patient Recruitment & Engagement agent: Predicts patient dropout risk and enables proactive retention strategies.

Retention Prediction Agent — Patient Recruitment & Engagement agent: Predicts patient dropout risk and enables proactive retention strategies.

Referral Network Manager Agent — Patient Recruitment & Engagement agent: Manages referral networks to expand patient access and improve recruitment reach.

Screening Optimization Agent — Patient Recruitment & Engagement agent: Optimizes screening workflows to reduce failures and improve enrollment efficiency.

Patient Matching Agent — Patient Recruitment & Engagement agent: Matches eligible patients to trials using clinical criteria and real-world data.

Patient Outreach Coordinator Agent — Patient Recruitment & Engagement agent: Manages outreach campaigns to engage and recruit trial participants effectively.

Recruitment Strategy Agent — Patient Recruitment & Engagement agent: Develops targeted recruitment strategies to accelerate patient enrollment.

Enrollment Prediction Agent — Patient Recruitment & Engagement agent: Predicts patient enrollment rates and timelines using historical data and trends to identify risks and improve planning.

Eligibility Criteria Agent — Patient Recruitment & Engagement agent: Identifies eligible patients by matching protocol-defined inclusion and exclusion criteria with patient data such as EHRs.

Recruitment Material Generation Agent — Patient Recruitment & Engagement agent: Produces patient recruitment content such as brochures, digital campaigns, and outreach materials aligned with study criteria.

Database Design Optimizer Agent — Study Start-Up agent: Optimizes database structures for performance, scalability, and efficiency.

IRB/EC Submission Manager Agent — Study Start-Up agent: Manages lifecycle, versioning, and tracking of regulatory documents.

IND Application Compiler Agent — Study Start-Up agent: Compiles required documentation for IND submissions to initiate clinical trials.

Operations Strategy Designer Agent — Study Start-Up agent: Designs operational strategies, timelines, and resource plans to optimize trial execution.

Site Activation Coordinator Agent — Study Start-Up agent: Coordinates site activation processes including documentation and approvals to reduce startup timelines.

Site Training Scheduler Agent — Study Start-Up agent: Plans and manages training schedules for site personnel to ensure protocol adherence and readiness.

Site Feasibility Assessment Agent — Study Start-Up agent: Evaluates and selects optimal clinical trial sites based on performance history, patient availability, and operational readiness.

Data Management Plan Generation Agent — Study Start-Up agent: Develops detailed data management plans covering data collection, validation, storage, security, and compliance processes.

Manual of Procedures Agent — Study Start-Up agent: Creates standardized operational guidelines to optimize site workflows, improve efficiency, and ensure consistent study execution.

Informed Consent Agent — Study Start-Up agent: Generates electronic informed consent forms with multimedia support, ensuring regulatory compliance and capturing patient consent digitally.

ePRO Agent — Study Start-Up agent: Extracts protocol-driven endpoints and maps them to instruments and visit schedules to generate structured, print-ready electronic patient-reported outcome documents.

eCRF Generation Agent — Study Start-Up agent: Automatically generates electronic Case Report Forms from protocol specifications, ensuring alignment between protocol design and data collection formats, with export support for study setup standards such as ALS and ODM.

Chatbot Agent — Platform & Cross-cutting agent: Provides conversational assistance for users across workflows, improving accessibility and support.

Cross-framework Agentic Collaboration Agent — Platform & Cross-cutting agent: Enables coordinated interaction between multiple AI agents across workflows.

FAQ Agent — Platform & Cross-cutting agent: Provides automated, context-aware responses to frequently asked questions related to clinical trials and platform usage.

End to End Workflow Orchestrator Agent — Platform & Cross-cutting agent: Coordinates multiple AI agents and workflows to execute complex clinical trial processes efficiently.

Compare Unstructured Documents Agent — Platform & Cross-cutting agent: Compares unstructured documents such as protocols and reports to identify differences, inconsistencies, and version changes.

Explainability Agent — Platform & Cross-cutting agent: Provides transparency into AI-driven outputs by explaining model decisions, highlighting influencing factors, and translating results into human-understandable insights.

Recommendation Agent — Platform & Cross-cutting agent: Provides actionable recommendations for data correction, process improvement, and risk mitigation based on detected issues and historical patterns.

Simulations & Digital Twins Agent — Trial Design agent: Creates virtual simulations of clinical trials to predict outcomes and optimize design decisions.

Regulatory Intelligence Agent — Trial Design agent: Validates eCTD submissions for completeness and compliance prior to submission.

Biomarker Strategy Developer Agent — Trial Design agent: Defines biomarker strategies to enable patient stratification and support precision medicine approaches.

Dose Escalation Planner Agent — Trial Design agent: Develops optimized dose escalation strategies to ensure patient safety and efficient dose determination.

Pharmacokinetic Study Designer Agent — Trial Design agent: Designs pharmacokinetic studies including sampling schedules and analysis frameworks to evaluate drug behavior.

Randomization Schema Agent — Trial Design agent: Designs unbiased randomization strategies to ensure proper treatment allocation and statistical rigor.

Adaptive Design Optimizer Agent — Trial Design agent: Optimizes adaptive trial designs using simulation models to improve efficiency while maintaining statistical validity.

Protocol Generator and Reviewer Agent — Trial Design agent: Generates complete clinical trial protocols and performs automated review to ensure consistency, regulatory compliance, and scientific robustness.

Research Assistant Agent — Trial Design agent: Provides domain-specific insights by leveraging scientific literature, regulatory guidance, and competitive intelligence to support study design and decisions.

Statistical Method Selector Agent — Trial Design agent: Recommends optimal statistical techniques based on study design, endpoints, and data characteristics.

Protocol Generation Agent — Trial Design agent: Creates complete clinical trial protocols incorporating scientific rationale, regulatory requirements, and operational feasibility.

Statistical Analysis Plan Generation Agent — Trial Design agent: Generates detailed statistical analysis plans defining methodologies, endpoints, populations, and handling of missing data aligned with regulatory standards.

Causal Discovery Agent (Smart Optimizer) Agent — Trial Design agent: Identifies causal relationships within clinical data using advanced analytics and machine learning to support optimized trial design and decision-making.