Most AI in social services promises efficiency and speed. The Safe & Together Institute cares about something much harder: helping practitioners make behaviourally accurate, domestic abuse–informed decisions when the stakes are child safety, custody, and survivors' lives.

In this special episode, Safe & Together Institute cofounders Ruth Reymundo and David Mandel introduce what they've spent the past year building: the Safe & Together Digital Coach and Insight Engine. Developed through SafetyNexus—their technology development company and sister organisation to the Safe & Together Institute—this guardrailed, practice-first AI platform is designed to help professionals apply the Safe & Together Model long after the training ends.

The conversation begins with a moment many practitioners know well. You leave training energised and inspired. Then you return to a desk full of complex cases, competing priorities, limited supervision, and organisational pressures. Suddenly, applying what seemed so clear in the training room becomes much harder.

The Digital Coach is designed to bridge that gap. Acting as an on-demand Safe & Together–trained guide, it helps practitioners map perpetrator patterns, strengthen survivor partnership, document child impact, prepare court-ready communication, practice difficult conversations through private role-play, and work through challenging cases without losing sight of perpetrator accountability.

Ruth also shares the founder story behind SafetyNexus—what frightened her as she watched social-care systems rapidly adopt AI, and why, as a survivor, she believes technology must never reinforce victim-blaming, perpetrator invisibility, or biased decision-making. Together, she and David explain how the platform's guardrails, survivor governance, and practice framework set it apart from generic copilots, transcription software, and "shadow AI" tools.

The episode also explores the Insight Engine, which helps practitioners, supervisors, and leaders identify practice-quality trends, strengthen supervision, measure improvement over time, and better understand the real impact of their work—without replacing professional judgement or turning AI into the decision-maker. Along the way, Ruth and David discuss governance, ethics, worker wellbeing, and why responsible AI should support—not replace—the relationships, critical thinking, and accountability that good practice depends on.

If you're curious about what responsible AI can look like in child protection and domestic abuse practice, listen now, share the episode with a colleague, and let us know what you'd want a digital coach to help you do next.

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Now available! Mapping the Perpetrator’s Pattern: A Practitioner’s Tool for Improving Assessment, Intervention, and Outcomes The web-based Perpetrator Pattern Mapping Tool is a virtual practice tool for improving assessment, intervention, and outcomes through a perpetrator pattern-based approach. The tool allows practitioners to apply the Model’s critical concepts and principles to their current case load in real

Check out David Mandel's new book Stop Blaming Mothers and Ignoring Fathers: How to Transform the Way We Keep Children Safe from Domestic Violence.

Visit the Safe & Together Institute website.

Start taking Safe & Together Institute courses.

Check out Safe & Together Institute upcoming events.

Is working with your partner a recipe for exploitation or one of the healthiest ways to build a meaningful, independent, well-resourced life? Many people hear "family business" or "couples in business" and think nepotism, blurred boundaries, and women being taken advantage of.

Ruth and David are joined by Rigour and Flow hosts Aiwan Obinyan, filmmaker and founder of AiAi Studios, and Dr. Tamanda Walker, sociologist, researcher, and co-founder of research consultancy Roots and Rigour. These two couples who build businesses together talk candidly about what makes shared work healthy or extractive.

They dig into cultural differences in work: why family business is honoured in Nigerian, Botswanan, and Latin traditions rather than treated as a red flag and how social, family, and religious conditioning can turn work into identity, compulsion, or escape. They separate work that's extractive from work that's additive and question the "we're a family" language corporations use to mask power dynamics, abuse, and exploitation.

The four discuss how gender and sexuality shape how each couple is read differently. For a man and a woman working together, the suspicion is nepotism and a woman assumed to be there only because of her partner. For a same-sex couple, the calculus shifts: as two Black queer women, Aiwan and Tamanda expected heavy backlash but found it came more around race, colorism, and truth-telling about the exploitation of African people rather than gender. And they found that their partnership can sometimes be idiolised as the progressive representation people are hungry for. Underneath both is a shared commitment to telling the truth in partnership, even when it's uncomfortable.

The two couples close with the work-life boundaries that actually protect the relationship and the rest: living by agreement, renegotiating those agreements as life changes, staying free to change roles rather than being reduced to a role and a task, and even establishing safe words for shutting down shop talk.

If you've ever thought mixing love and business is dangerous, or you're building a mission-driven company, family business, or podcast with your partner and want healthy work-life boundaries, this one is for you.

Subscribe, follow Rigour and Flow, and leave a review so more people can find the conversation.

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Now available! Mapping the Perpetrator’s Pattern: A Practitioner’s Tool for Improving Assessment, Intervention, and Outcomes The web-based Perpetrator Pattern Mapping Tool is a virtual practice tool for improving assessment, intervention, and outcomes through a perpetrator pattern-based approach. The tool allows practitioners to apply the Model’s critical concepts and principles to their current case load in real

Check out David Mandel's new book Stop Blaming Mothers and Ignoring Fathers: How to Transform the Way We Keep Children Safe from Domestic Violence.

Visit the Safe & Together Institute website.

Start taking Safe & Together Institute courses.

Check out Safe & Together Institute upcoming events.

Reproductive coercion rarely announces itself with a dramatic confession. More often, it shows up as a pause in the exam room, a quiet "I don't really have a choice," or a new mom who seems exhausted beyond what postpartum should demand.

Ruth and David sit down with LC De Shay (also known as the Digital Dominatrix), an international gender and migration psychosocial analyst, reproductive health specialist, and full spectrum doula, to name what so many families are living through and what too many systems still fail to catch. They dig into the behavioural landscape of coercive control around sex, contraception, pregnancy, and parenting, including why survivors may not recognise or disclose coercion without the right language and the right questions.

LC shares how clinicians can miss obvious signals when screening becomes a checkbox and why open-ended, concrete prompts can surface what "Do you feel safe?" never will. Ruth, David, and LC also talk about the perinatal period and postpartum window as a time of elevated domestic violence risk and how partner behaviour can shape maternal health, breastfeeding, infant feeding, and child development while professionals keep placing responsibility on mothers alone.

From migration-related vulnerability to workplace pressure, from school systems to child welfare responses, David, Ruth, and LC map the "whirlpool" of entrapment that keeps people stuck. They also confront how high-control religion, Quiverfull culture, and trad wife messaging can frame reproductive coercion as virtue, while "progressive" judgment can unintentionally shove survivors back into isolating communities. And they make space for a crucial nuance: Men's pain under patriarchy can be real, but it never justifies violence, and accountability means redirecting anger upstream rather than dumping it onto women and children.

If you care about reproductive safety, health, autonomy, trauma-informed care, maternal health, and practical domestic violence prevention, this conversation gives you language you can use today.

Share this post with a provider or advocate to spread the word.

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Now available! Mapping the Perpetrator’s Pattern: A Practitioner’s Tool for Improving Assessment, Intervention, and Outcomes The web-based Perpetrator Pattern Mapping Tool is a virtual practice tool for improving assessment, intervention, and outcomes through a perpetrator pattern-based approach. The tool allows practitioners to apply the Model’s critical concepts and principles to their current case load in real

Check out David Mandel's new book Stop Blaming Mothers and Ignoring Fathers: How to Transform the Way We Keep Children Safe from Domestic Violence.

Visit the Safe & Together Institute website.

Start taking Safe & Together Institute courses.

Check out Safe & Together Institute upcoming events.