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AI4Meta · Agentic AI for secondary-data research

Agentic AI for systematic reviews, meta-analysis, content and text analysis, bibliometrics, and other secondary-data workflows. Every agent action stays traceable, reviewable, and interruptible.

Systematic reviewMeta-analysisContent analysisText analysisBibliometrics
01Agent
02Method
03Evidence
04Output

Agent runtime

Search -> screen -> extract -> analyze

Evidence layer

Citations, tables, text, codebooks

Governance

Traceable runs, stoppable jobs, audit trail

Capabilities

One agentic system for the full secondary-data research stack.

Browse Documentation

Smart Literature Search

Comprehensive search across PubMed, Scopus, and more — deduplicated and organized automatically.

Statistical Analysis

Meta-analysis, subgroup analysis, sensitivity tests, and publication bias detection built in.

Content & Text Analysis

Quantitative content coding with unitizing, predefined variables, coder reliability, and frequency or cross-tab analysis.

AI-Powered Extraction

VLM agents read papers and extract structured data per your codebook — traceable and governed.

ICR Data Center

Run intercoder reliability tests for screening, coding, extraction, and human-model agreement with audit-ready outputs.

Autopilot Workflows

Launch guided or one-click review pipelines from screening through extraction, analysis, and report drafting.

Model-Based Meta-Analysis

Support MASEM-style model workflows, including path models, mediation, and second-order synthesis designs.

Advanced Network MA

Compare multiple interventions with network geometry, consistency checks, league tables, and ranking outputs.

Multivariate & Second-Order MA

Handle correlated outcomes, multi-level evidence structures, and higher-order evidence synthesis designs.

PRISMA Compliance

PRISMA 2020 compliant workflows with automated flow diagrams and checklists.

Team Collaboration

Role-based workspaces for screening, adjudication, and synthesis with full audit trails.

Publication-Ready Reports

Export forest plots, funnel plots, and formatted reports ready for journal submission.

Governed agents

Agentic AI for secondary-data research

Agentic AI for systematic reviews, meta-analysis, content and text analysis, bibliometrics, and other secondary-data workflows. Every agent action stays traceable, reviewable, and interruptible.

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