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AI System Inventory
4 min readUpdated 2026-02-15

Quick Capture vs KlarvoEngine Classification

Understand when to use Quick Capture mode versus KlarvoEngine Classification for AI system intake, including detailed comparison and upgrade path.

Choosing Your Assessment Mode

When adding an AI system, you choose between two intake modes. Each serves a different purpose in your compliance workflow. This guide helps you pick the right one — and explains how to upgrade later.

Quick Capture Mode

Duration: 2–4 minutes

Best for:

  • Initial inventory building — getting everything catalogued fast
  • Shadow AI discovery triage — logging newly discovered tools
  • Time-constrained situations — quick add before a meeting
  • Low-priority systems — internal tools with minimal impact
  • Pilots and experiments — not yet in production
  • What it captures:

  • System name, internal reference ID, lifecycle status
  • Primary owner assignment
  • High-level scope (deployment regions, department)
  • Basic vendor information (name, contract link)
  • One-sentence summary
  • What it skips (creates tasks instead):

  • Full classification questionnaire (definition test, prohibited screening, high-risk screening)
  • Transparency obligation screening
  • Data governance details
  • Human oversight specifics
  • Logging and incident response
  • FRIA trigger evaluation
  • Output:

  • Classification: "Needs Review" — visible on dashboard as a gap
  • Auto-generated tasks: "Complete classification," "Upload vendor documentation," "Assign oversight owner"
  • Basic system record in inventory
  • Default review date: 90 days
  • KlarvoEngine Classification Mode

    Duration: Under 60 seconds

    Best for:

  • Production systems actively serving users
  • Customer-facing AI tools
  • Known or suspected high-risk candidates
  • Audit preparation — need classification memo now
  • Regulatory inquiry response — need to show compliance immediately
  • What it captures:

  • Complete KlarvoEngine classification (4 fields, under 60 seconds)
  • Prohibited practices screening (Article 5)
  • High-risk screening (Annex III)
  • Transparency obligations (Article 50)
  • Data governance and privacy mapping
  • Human oversight model and authority
  • Logging and record-keeping status
  • Incident response readiness
  • Workplace and public authority contexts
  • FRIA trigger evaluation
  • Reviewer sign-off
  • Output:

  • Definitive classification: Minimal / Limited / High-Risk Candidate / Blocked
  • Classification Memo PDF with full rationale
  • Complete gap checklist mapped to applicable controls
  • Comprehensive task plan with owners and deadlines
  • Specific evidence requests per control
  • Comparison Table

    FeatureQuick CaptureKlarvoEngine Classification
    Time required2–4 minUnder 60 seconds
    Fields required~15 essential4 fields
    Classification result"Needs Review"Definitive level
    Classification MemoNot generatedPDF available
    Evidence requestsGenericSpecific per control
    Task generation3–5 basic tasks15–30+ targeted tasks
    Prohibited screeningSkippedComplete
    High-risk screeningSkippedComplete
    Transparency checkSkippedComplete
    Best forInventory buildingCompliance readiness

    Upgrading from Quick Capture to KlarvoEngine Classification

    You can always upgrade a Quick Capture entry:

  • Open the AI system detail page
  • Click Complete Assessment in the status banner
  • The wizard opens at the first incomplete step — pre-filled with existing data
  • Complete the remaining steps
  • New classification replaces "Needs Review"
  • No data is lost during upgrade — everything from Quick Capture carries forward.

    Our Recommendation

    🚀 Start with Quick Capture for your initial inventory sweep — get every AI system logged within a week. Then sort by potential risk and upgrade the highest-priority systems to KlarvoEngine Classification first. This gives you a complete inventory fast while ensuring critical systems get full classification quickly.