PATTERN RECOGNITION · MULTI-FORMAT

Find the shape.

Drop documents and datasets from across studies, reports, and research files. Card 09 surfaces patterns within each document and patterns that emerge between documents. PDF, Excel, Word. Demographic, motivational, tactical, temporal, geographic, network. The corpus tells you what's recurring; the recommendations tell you what to do with it.

UPLOAD

Drop PDFs, Excel files, and Word docs. Tag the source for each.

ANALYZE

A single pass surfaces patterns within and between documents.

REVIEW

Pattern Atlas, frequency-ranked, source-attributed, scoped within or across.

PUBLISH

Send any output to the Intel Publisher for branding and print.

CARD 09 · PATTERN RECOGNITION

Pattern Recognition

Upload research documents, datasets, and reports. The system surfaces recurring patterns within each document and emergent patterns across the corpus. Demographic, motivational, tactical, temporal, geographic, network. Each pattern is source-attributed and scoped within or between documents.

// CORPUS //

REMINDER: Upload OSINT / UNCLASSIFIED documents only. Do not upload classified, CUI/FOUO, controlled, or sensitive material to this site. This is a public web application; treat anything you upload as if it could be exposed.

I confirm these documents are unclassified and approved for upload here.

↟

Drop documents here or click to upload

PDF, Excel (.xlsx), or Word (.docx). Up to 2 MB each, up to 10 documents. Tag the source for each one below.

Single-source XLSX research dataset of US military-affiliated males charged with terrorism-related acts (~60 cases, 2002 to 2021). Within-document patterns only.

Single-source PDF research report on US women charged with terrorism-related offenses. Demographic, motivational, and tactical patterns. Within-document patterns only.

Multi-source corpus from Card 17: 4 fictional inter-agency reports (FBI / USSS / Fusion Center / Industry) on a fabricated cyber-enabled financial fraud investigation. Surfaces between-document patterns.

Multi-source corpus from Card 17: 4 fictional reports (FBI / NIH / DOD / University) on academic research-security coordination. Different pattern profile, also surfaces between-document patterns.

No documents uploaded yet.

// SCOPE //

Scope statement Optional. One or two sentences telling the analysis what this corpus is about. Sharpens the pattern findings. 0 / 600

Each tile (Pattern Atlas, Trend Brief, Subgroup Comparison, Recommendations) renders as soon as its analysis call completes. Each has its own Print and Intel Publisher export.

// OUTCOMES //

Pattern Atlas built from your corpus. Each pattern is scoped within a single document or between multiple documents, frequency-ranked, and source-attributed. The tile has its own Print and Intel Publisher export.

// PATTERN ATLAS //

INTEL DASHBOARD · PATTERN ATLAS ·

Patterns in the Corpus

WITHIN-DOCUMENT PATTERNS recurring patterns described inside a single source

BETWEEN-DOCUMENT PATTERNS patterns that emerge across two or more sources

Narrative

// TREND BRIEF //

INTEL DASHBOARD · TREND BRIEF ·

Trends Over Time

Trends

Narrative

// SUBGROUP COMPARISON //

INTEL DASHBOARD · SUBGROUP COMPARISON ·

Across the Subgroups

Subgroups Identified

Comparisons

Narrative

// RECOMMENDATIONS //

INTEL DASHBOARD · RECOMMENDATIONS ·

What to Do With the Patterns

Pattern Recognition

Patterns in the Corpus

WITHIN-DOCUMENT PATTERNS recurring patterns described inside a single source

BETWEEN-DOCUMENT PATTERNS patterns that emerge across two or more sources

Narrative

Trends Over Time

Trends

Narrative

Across the Subgroups

Subgroups Identified

Comparisons

Narrative

What to Do With the Patterns

RESEARCH QUESTIONS questions worth pursuing given the patterns

GRANT & PUBLICATION ANGLES funding pitches, paper outlines, journal targets

BRIEFING & CURRICULUM TOPICS presentation modules, training curricula, talking points

SME TYPES TO CONSULT expertise that would extend or validate this analysis

Narrative