DA-INTEL-001™
SAFECHAIN™
Domestic Abuse Pattern Intelligence Framework™
A Governance Framework for Identifying, Assessing and Responding to Patterns of Domestic Abuse Through Intelligence-Led Safeguarding and Cumulative Harm Analysis
Author: Samantha Avril-Andreassen, LLB (Hons), LLM, LPC, FRSA
Founder, SAFECHAIN™
Founder, The Directive™
Executive Summary
Domestic abuse is fundamentally characterised by patterns of behaviour rather than isolated incidents. While individual acts of violence, intimidation, financial abuse or psychological manipulation are significant in their own right, the cumulative pattern of coercion, control and repeated harm provides the clearest understanding of risk.
Many institutional responses remain incident-focused. This approach can obscure escalating abuse, minimise coercive control, and underestimate cumulative harm by assessing each report in isolation.
The Domestic Abuse Pattern Intelligence Framework™ establishes a governance model that identifies, analyses and responds to behavioural patterns over time. It promotes intelligence-led safeguarding, strengthens professional judgement and supports evidence-based decision-making by recognising relationships as evolving systems rather than collections of unrelated events.
The framework positions behavioural pattern recognition as a core safeguarding capability across policing, family justice, healthcare, housing, education, social care and specialist domestic abuse services.
Purpose
The Framework enables organisations to:
recognise behavioural patterns earlier
strengthen understanding of coercive control
identify escalating risk
improve cumulative harm assessments
strengthen evidence-based decision-making
improve multi-agency coordination
reduce repeat victimisation
increase governance accountability
improve survivor outcomes
Core Principle
Domestic abuse is understood most accurately through behavioural patterns rather than isolated incidents.
The Pattern Intelligence Principle™
The significance of domestic abuse lies not only in what happened, but in what keeps happening, how it evolves, and how patterns progressively restrict the victim's autonomy, safety and wellbeing.
Framework Objectives
The Framework establishes eight strategic objectives:
Improve behavioural pattern recognition.
Strengthen coercive control identification.
Enhance cumulative harm assessment.
Improve safeguarding decision-making.
Support intelligence-led intervention.
Strengthen multi-agency collaboration.
Increase governance accountability.
Improve long-term survivor safety.
Framework Architecture
The Framework consists of twelve governance pillars.
Pillar 1
Pattern Intelligence™
Professionals identify recurring behavioural patterns including:
coercive control
intimidation
isolation
financial abuse
emotional abuse
digital surveillance
stalking
threats
sexual coercion
litigation abuse
child-related manipulation
post-separation abuse
Patterns are analysed across time rather than individual incidents.
Pillar 2
Behavioural Escalation Intelligence™
Assessment considers:
increasing frequency
increasing severity
changing tactics
periods of apparent calm
retaliation following separation
breaches of protective measures
escalation after disclosure
escalation following legal proceedings
Pillar 3
Relationship Harm Intelligence™
Assessment examines:
power imbalance
dependency
fear
autonomy
decision-making control
social isolation
economic control
parenting dynamics
technological abuse
long-term psychological impact
Pillar 4
Coercive Behaviour Intelligence™
Professionals assess behaviours consistent with coercive and controlling conduct, including:
monitoring
surveillance
intimidation
humiliation
manipulation
gaslighting
financial restriction
movement restriction
communication control
exploitation of legal or institutional processes
Pillar 5
Survivor Participation Integrity™
Survivors participate through:
lived experience
behavioural chronology
safety planning
informed decision-making
evidence gathering
identification of recurring patterns
review of protective interventions
Repeated disclosures strengthen safeguarding intelligence and should never be treated as diminished credibility.
Pillar 6
Multi-Agency Pattern Intelligence™
Agencies contribute information from:
police
family justice
criminal justice
children's social care
adult social care
healthcare
housing
education
specialist domestic abuse services
probation
voluntary organisations
Pattern recognition requires integrated intelligence rather than isolated agency responses.
Pillar 7
Pattern Evidence Integrity™
Evidence includes:
chronological records
police incidents
witness accounts
healthcare records
digital communications
financial records
safeguarding referrals
court documentation
professional observations
survivor records
The chronology of behaviour is treated as evidential intelligence.
Pillar 8
Protective Intervention Intelligence™
Interventions are proportionate to:
pattern severity
escalation
cumulative harm
survivor vulnerability
child involvement
previous interventions
perpetrator persistence
protective capacity
Pillar 9
Leadership and Governance™
Leadership responsibilities include:
safeguarding strategy
governance oversight
workforce capability
policy development
quality assurance
organisational culture
resource allocation
Pillar 10
Governance Assurance™
Organisations undertake:
pattern recognition audits
safeguarding reviews
case file audits
intelligence quality reviews
compliance monitoring
independent scrutiny
governance reporting
Pillar 11
Outcome Intelligence™
Performance indicators include:
reduced repeat victimisation
earlier intervention
improved survivor safety
improved child safeguarding
enhanced professional confidence
stronger multi-agency coordination
increased public confidence
organisational learning
Pillar 12
Continuous Improvement™
Continuous improvement includes:
domestic homicide review learning
safeguarding practice reviews
workforce development
policy refinement
research
governance maturity assessment
innovation
thematic analysis
Pattern Intelligence Cycle™
The Framework establishes a continuous operational cycle:
Identify
Record
Verify
Connect
Analyse
Assess Escalation
Protect
Review
Learn
Improve
Monitor
Repeat
Relationship Harm Index™
The Framework introduces the Relationship Harm Index™, assessing:
coercive control
behavioural escalation
frequency
severity
psychological harm
financial abuse
child exposure
digital abuse
survivor vulnerability
perpetrator persistence
protective factors
cumulative harm
Risk categories:
Emerging
Moderate
Significant
High
Critical
Domestic Abuse Pattern Matrix™
Organisations assess capability across:
Pattern Recognition
Evidence Integrity
Survivor Participation
Intelligence Analysis
Risk Assessment
Multi-Agency Coordination
Leadership
Governance
Workforce Competence
Quality Assurance
Accountability
Continuous Improvement
Governance Indicators
High-performing organisations demonstrate:
earlier recognition of coercive control
improved cumulative harm assessments
intelligence-led safeguarding
stronger survivor confidence
coordinated multi-agency responses
reduced repeat victimisation
transparent governance
continuous organisational learning
Expected Outcomes
Implementation supports:
earlier identification of domestic abuse
improved recognition of coercive control
stronger safeguarding decisions
enhanced survivor safety
improved child protection
reduced repeat harm
better evidence quality
stronger governance assurance
improved multi-agency working
greater institutional accountability
Relationship to SAFECHAIN™
The Domestic Abuse Pattern Intelligence Framework™ aligns with:
Coercive Control Intelligence Framework™
Repeat Harm Recognition Framework™
Child Protection Intelligence Framework™
Police Safeguarding Intelligence Framework™
Child Participation Integrity Framework™
Cumulative Harm Model™
Evidence Integrity™
Disclosure Integrity™
Participation Integrity™
Operational Law™
Legal Duty of Care™
Institutional Fragmentation™
Trust by Design™
Digital Evidence Integrity™
Digital Safeguarding Maturity Model™
The Directive™
Together these frameworks establish an integrated governance architecture in which domestic abuse is understood through behavioural patterns, cumulative harm and intelligence-led safeguarding. This enables earlier intervention, more proportionate protective responses, stronger evidence-based decision-making and improved accountability across policing, justice, health, housing and safeguarding systems.
Conclusion
The Domestic Abuse Pattern Intelligence Framework™ reframes domestic abuse as a dynamic pattern of behaviour rather than a sequence of isolated incidents. By integrating behavioural intelligence, evidence integrity, survivor participation, cumulative harm analysis and multi-agency governance, the framework provides an auditable model for recognising coercive control earlier, strengthening protective decision-making and improving outcomes for adult and child victims. It establishes pattern recognition as a core safeguarding capability essential to effective prevention, protection and institutional accountability.
© Samantha Avril-Andreassen. All Rights Reserved.
Copyright Notice
Domestic Abuse Pattern Intelligence Framework™, Pattern Intelligence™, Coercive Behaviour Intelligence™, Relationship Harm Index™, Domestic Abuse Pattern Matrix™, Behavioural Escalation Intelligence™, Pattern Recognition Dashboard™, Pattern Integrity Standard™, Protective Pattern Assessment™, and all associated terminology are original intellectual property created by Samantha Avril-Andreassen.
No part of this publication may be reproduced, adapted, translated, distributed, licensed, incorporated into safeguarding systems, policing practices, risk assessment tools, commercial products, training programmes, policy documents, or regulatory guidance without prior written permission.
Copyright © Samantha Avril-Andreassen. All Rights Reserved.
SAFECHAIN™, The Directive™, and associated frameworks are protected under UK and international intellectual property law.