Issue Reconciliation

Cross-reference findings from Risk Analysis, Redline Analysis, and Comments modules. Eliminate duplicates with Jaccard similarity and track issue status over time.

Resolved
Fixed Issues
New
Latest Findings
Improved
Getting Better
Worsened
Needs Attention

How Issue Reconciliation Works

Intelligent aggregation and tracking of issues across all analysis modules

1

Aggregate Findings

Collects issues from Risk, Redline, and Comments analyses

2

Detect Duplicates

Uses Jaccard similarity to identify and merge duplicate issues

3

Track Changes

Monitors issue status: resolved, new, improved, worsened

4

Unified Dashboard

Presents all issues in single, organized view

Issue Status Tracking

Monitor how issues evolve across document versions

Resolved

Issues that existed in previous analysis but are now addressed or no longer present.

  • Risk mitigated
  • Change accepted/rejected
  • Comment addressed

New

Issues that appear in current analysis but were not present in previous versions.

  • Recently introduced risks
  • Latest redline changes
  • Fresh comments

Improved

Issues that still exist but have reduced in severity or risk level.

  • Risk level reduced
  • Partially addressed
  • Moving in right direction

Worsened

Issues that have increased in severity or risk level since previous analysis.

  • Risk level increased
  • New complications added
  • Requires immediate attention

Powerful Features

Advanced issue management and deduplication

Jaccard Similarity

Advanced algorithm detects duplicate issues across modules using text similarity analysis.

Unified Dashboard

Single view of all issues from Risk, Redline, and Comments with source tracking and links.

Version Tracking

Compare issues across document versions to see what's resolved, new, improved, or worsened.

Smart Filtering

Filter by source module, status, severity, or custom criteria to focus on what matters most.

Progress Analytics

Visualize issue resolution progress and trends across negotiation rounds.

Export Reports

Generate comprehensive reconciliation reports showing all issues and their status changes.

Never Lose Track of an Issue

Unified dashboard with intelligent deduplication and status tracking across all analysis modules.

✓ Jaccard similarity ✓ 4 status types ✓ Unified dashboard
Also explore: Risk Analysis • Pricing