Toolkit/S.L.I.C.E. v1/How to Use
How to Use S.L.I.C.E.
A structured walkthrough for applying the framework to a case or situation. Start with the general process, then follow the guide that matches your role.
The General Process
Regardless of your role, the analytical process follows five steps.
Intake & Triage
Gather available evidence. Assess case complexity, evidence quality and fit. Decide whether v1 (manual, moderate cases) or v2 (complex, decentralized) is appropriate.
Map Evidence to Dimensions
Organize findings into the five dimensions: Structure, Limits, Influence, Control, Escalation. One piece of evidence may fit multiple dimensions.
Weight Evidence & Assign Confidence
Classify each finding as fact, allegation, inference or interpretation. Assign confidence levels (High, Moderate, Low). This keeps conclusions proportional.
Synthesize & Conclude
Integrate findings into a risk narrative. Identify control gaps, vulnerability clusters and escalation vectors. Tailor conclusions to your decision need.
Document & Review
Output as structured memo or full report. Include methodology, evidence summary, confidence assignments and clear analytical boundaries.
Key Principles
Proportionality
Conclusions never exceed evidence strength.
Clarity
Fact, allegation, inference and interpretation remain distinct.
Integration
Outputs feed into existing professional workflows.
Boundaries
Analytical only. Not legal, clinical or operational.
Choose Your Guide
Each guide tailors the general process to a specific audience and use case.
Professional Investigators
For law enforcement, legal professionals, investigative agencies and institutional risk assessors. Integrates with existing workflows, handles ambiguity and produces repeatable, auditable outputs.
Open guide →02General Public
For families, survivors, concerned friends and anyone worried about a loved one. Breaks down complex situations into five clear areas so you can recognize warning signs.
Open guide →03Researchers & Analysts
For academic researchers, data scientists and computational specialists studying coercive influence at scale. Bridges qualitative case interpretation and quantitative data analysis.
Open guide →