Grounded AI

Citation Verification API

Grounded AI provides a modular API to extract, resolve, analyze, and report on citations at scale. Use the full workflow or plug individual modules into your own product.

Ingestion

Accepts documents or raw reference lists in any format.

Value:
Universal compatibility with publishing, legal, and institutional repositories.
Inputs
PDFDOCXXMLLaTeXHTMLPlain Text
Outputs
Standardized document stream

Extraction & Annotation

Parses documents and identifies citations using proprietary ML models.

Value:
Provides structured citation metadata for downstream review, production, and integrations.
Inputs
Standardized document stream
Outputs
JSON / JATS XML structured metadataNormalized citation keys

Source Resolution

Searches the web and partner or customer databases to resolve candidate sources.

Value:
Verifies source existence and flags inconsistencies, retractions, or editorial notices.
Inputs
Parsed citation metadata
Outputs
Match scoresDetailed metadata summariesMetadata diffsSearch history

Analysis & Assessment

Evaluates topical relevance and the strength of support between claim and source.

Value:
Automates the hardest part of verification: checking whether sources really support what is claimed.
Inputs
Resolved sourcesContextual snippets
Outputs
Relevance scoresSupport analysis summaries

Document Statistics

Aggregates document-level insights and patterns.

Value:
Surfaces systemic integrity issues such as citation rings, fake citations, and editorial anomalies.
Inputs
Full analysis data
Outputs
Author name disambiguationSelf-citation analysisJournal or publisher bias summaries

Reporting

Renders data into high-fidelity, interactive reports.

Value:
Lets teams make informed decisions faster with all evidence in one place.
Inputs
Aggregated statistics and analysis
Outputs
Reviewer-ready UX/UIExportable integrity reports
API-First Architecture

Modular by Design

Use the whole verification flow or connect only the modules that matter to your product.

Extraction Only

Turn noisy PDFs or DOCX files into clean citation structures for downstream editorial or legal systems.

Resolution Only

Bring your own parsed references and use Grounded to resolve sources against web and partner databases.

Full Integration

Send raw documents and retrieve scores, reports, and evidence outputs to render directly in your own interface.

Precision & Recall, Tuned for You

Every workflow is different. Thresholds and settings are configurable so you can get the right balance of recall, precision, and reviewer workload.

  • Custom match-confidence thresholds
  • Domain-specific source prioritisation
  • Adjustable relevance sensitivity
  • Configurable bias and integrity filters
Configuration Dashboard Preview

Build on Veracity™

Ready to integrate citation verification infrastructure into your product or workflow?

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