From evidence to expert report, in one defensible workflow.

01

Ingest

Documents in, reliability scored.

Bulk upload documents, emails, ledgers, and structured exports. Each source is scored 0-100 at ingestion across six provenance factors: provenance, authentication, chain of custody, contemporaneity, completeness, corroboration. Weaknesses surface in the inventory before any analysis begins.

• ▸Bulk upload (PDF, DOCX, CSV, XLSX, MBOX, EML)
• ▸OCR with hand-checked confidence reporting
• ▸Chain-of-custody metadata captured per file
• ▸Six-factor reliability composite per record
• ▸Analyst override with required justification (audit-logged)

02

Discover

Patterns surfaced, hypotheses framed.

After ingestion completes, Quarare generates Category Insights across the corpus. Each Insight is a hypothesis - not a conclusion - and carries the supporting documents, the pattern type, and a confidence indicator. Analysts evaluate, then promote the ones that deserve formal investigation.

• ▸Five pattern categories: anomalies, inconsistencies, omissions, concentrations, sequences
• ▸Confidence indicator per Insight
• ▸Cross-document linking with citation preview
• ▸Promote-to-Finding with one click - reasoning preserved
• ▸Re-trigger on new evidence

03

Construct

Findings, scored as you write.

The Finding editor sits beside the Daubert Score panel. The score recomputes within two seconds of an edit pause, rating defensibility 0-100 against the four Daubert factors. Conclusory language drops the score. Measured language and cited methodology raise it. Citations are proposed inline.

• ▸Continuous Daubert Score (Testability, Peer Review, Error Rate, General Acceptance)
• ▸Per-factor reasoning surfaced beside the editor
• ▸Citation suggestions from the legal and accounting literature
• ▸Phrasing diff: conclusory vs. measured
• ▸Score-on-edit telemetry preserved for audit

04

Defend

The expert report, ready for opposing counsel.

Compile Findings into a structured expert report. Every claim links back to its sources. Every score is exportable. The audit trail captures every analyst action - score override, Insight promotion, citation accept, language change. The report is built to survive cross-examination because it was scored at every step.

• ▸Report templates aligned with Federal Rules of Evidence
• ▸Per-Finding citation graph
• ▸Exportable audit trail (CSV, JSON, signed PDF)
• ▸Reliability composite report per source
• ▸Optional opposing-counsel mode: review the report through the lens of Daubert motions