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What APLUS offer

We offer a range of services related to Modeling & Simulation to meet the needs of every client. Have something else in mind? We'd be happy to work with you to create a custom quote.

  • We provide advanced modeling and simulation services to support drug development across all stages.

    • Modeling and simulation as quantitative support for decision-making

    • Population PK/PD modeling and exposure–response analysis

    • NCA (Non-Compartmental Analysis) & PK interpretation

    • Physiologically-Based Pharmacokinetic (PBPK) modeling

    • Quantitative Systems Pharmacology (QSP) modeling

    • Biomarker and clinical outcome modeling

    • First-in-human (FIH) dose selection and optimization

    • Clinical trial simulation and study design optimization

  • AI-driven prediction from data to decision across PK/PD, biomarkers, and multi-domain integration.

    • AI-Based Parameter & PK/PD Prediction

    • Biomarker Identification and Feature Importance Analysis (e.g. SHAP analysis)

    • Responder vs Non-responder Prediction Models

    • Data Engineering & ML-Ready Dataset Construction

    • AI/ML-Based Platform for Clinical Prediction Using Multi-Modal Data

    • Organoid-derived Data Based Model Development & Clinical Translation

  • We provide end-to-end scientific and regulatory consulting to support model-informed decision-making, from data analysis and modeling strategy to dose selection and global regulatory interactions.

    • Clinical pharmacology and pharmacometrics consulting

    • Regulatory-submission ready report (FDA/EMA/MFDS)

    • Scientific guidance for ongoing modeling projects

    • Strategic input for dose selection and development planning

    • Preparation of regulatory responses and support for regulatory submission

    • Participation in Safety Committee and Regulatory Meetings, including Presentation and Scientific Discussion

  • We provide tailored training programs and workshop seminars in PK/PD and Pharmacometrics (PMx) and modeling to build internal expertise and enable data-driven decision-making in drug development for Reserachers, Students, and Decision-makers.

    Training/Workshop Areas

    • Population PK/PD Modeling

    • Fundamental and Advanced Pharmacokinetics (PK)

    • Physiologically Based PK (PBPK) Modeling

    • Exposure–Response Analysis

    • Pharmacometrics Workflows and Best Practices

    Training/Workshop Format

    • Live online/on-site training sessions

    • Customized corporate-specific programs (minimum of 1-2 hr to full-day)

    • Hands-on workshops using real-world datasets and case studies

    Outcomes

    • Strengthen internal modeling & interpretation capabilities

    • Improve interpretation of PK/PD results

    • Enable more effective collaboration with modeling teams globally

    • Accelerate data-driven decision-making within your organization for Drug Development Program

Our Process

Plan with Purpose

Together, we outline a path forward that’s realistic, strategic, and tailored to your specific needs for drug development goals, we offer strategic proposal prior to initiation.

Custom model to your data

You’re part of the process. We keep communication open and decisions shared—no black boxes or surprises. We build model and structure specific to your data and needs. with experts capable of applying key reference data to supplement your goal.

Understand your model

Every project is different. We stay flexible and responsive to make sure the process fits your flow—not the other way around. We explain and answer your key questions to derive your program to successful path.

Deliver with confidence

When we deliver, it’s not just a finished product—it’s a solution you can trust, backed by real care and effort. Regulatory-submission ready documents and explanations are always valuable and we walk along with our client from analysis to submission to handling responses.

  • "Creative, reliable, and genuinely passionate about what they do."

    Former Customer

  • "A professional team that delivers on their promises."

    Former Customer

  • "Their attention to detail and commitment to quality truly stood out. We’ve already recommended them to others."

    Former Customer

Let’s Work Together

If you're interested in working with us, complete the form with a few details about your project. We'll review your message and get back to you within 48 hours.