AIC LLC · Rockville, Maryland
Whether you want to work independently with research tools, complete a project with expert guidance, or engage a professional team to manage the work, AIC provides support matched to your goals and level of involvement.
THREE WAYS TO WORK WITH US
All three levels follow the same rigorous research logic. The difference is how much work you want to perform yourself and how deeply AIC participates.
For users who want to conduct research independently
Use ABT for evidence retrieval, mechanism exploration, statistical analysis, scientific writing, and citation management while retaining full control of your research schedule.
For clients who want to complete the work themselves with professional guidance
You remain the primary researcher while an AIC mentor helps you design, troubleshoot, analyze, and strengthen the project at key stages.
For teams with data, resources, or funding but limited time or technical capacity
AIC organizes and conducts the work within an agreed project scope, provides regular progress updates, and delivers a complete, reviewable, and verifiable project package.
SERVICE COMPARISON
AIC involvement can range from tool support to complete project management. The scope, responsibilities, and deliverables are confirmed in writing before work begins.
| Service | Independent | Mentor-Guided | Comprehensive |
|---|---|---|---|
| ABT & Standard Workflow | ● | ● | ● |
| Customized Study Design | — | Guidance | AIC Leads |
| Data Analysis | Client | Client + Guidance | AIC |
| Manuscripts & Reports | Tool-Assisted | Feedback & Guidance | Agreed Deliverables |
| Project Management | Client | Joint Planning | AIC Coordinates |
EVIDENCE-TO-OUTPUT WORKFLOW
Each project is tailored to the research type while following a transparent, traceable, and verifiable process.
Assess the research objective, available data, resource constraints, expected outputs, and compliance requirements.
Define the study design, variables, analysis plan, evidence-search strategy, and project milestones.
Complete data cleaning, statistical or bioinformatic analysis, and maintain reproducible records.
Interpret findings using public evidence and construct directional, weighted evidence networks or mechanistic pathways.
Develop figures, research reports, presentations, or manuscript drafts and complete quality checks.
WHAT WE CAN DO
Observational studies, case-control studies, public-database studies, systematic evidence analyses, and exploratory research.
Python, R, MATLAB, SAS, and PLINK, together with statistical modeling, machine learning, and visualization.
Genomics, transcriptomics, genetic association, pathway analysis, and candidate biomarker research.
Traceable evidence chains and mechanistic networks involving diseases, genes, drugs, cells, and biological processes.
Methods, results, discussion, abstracts, figure legends, references, and journal-formatting support.
Analysis datasets, code, statistical results, figures, methods records, reports, and agreed manuscript materials.
WHO WE SUPPORT
RESEARCH INTEGRITY
Authentic ContributionsResearch content, data, and author contributions must be genuine. We do not fabricate findings or research experience.
Transparent ResponsibilitiesClient, mentor, and AIC responsibilities, deliverables, and review points are defined before the project begins.
No Publication GuaranteesAIC can provide technical submission support, but acceptance decisions are made independently by journals and conferences.
Data ProtectionData access, confidentiality, compliance, and use of project outputs are established according to each project's needs.
START A CONVERSATION
Based on your project stage and desired level of involvement, we will recommend the appropriate service level and next steps.
Emailservice@gousinfo.com
Phone+1 (240) 869-0503
LocationRockville, Maryland, USA
Contact the AIC Service Team We typically respond within 24 hours