HT Fusion Center

The criminal justice system in the United States faces significant challenges in effectively investigating, prosecuting, and enforcing laws against human trafficking. These systemic gaps result in insufficient prosecutions, allowing traffickers to operate with relative impunity and leaving victims without the justice and support they need. 

In the U.S., racial and ethnic disparities are evident in trafficking victim demographics and the criminal justice system's response. For example, Indigenous people in New Mexico represent 11% of the population but nearly 25% of trafficking victims. Similar disparities are observed nationwide, highlighting the systemic vulnerabilities preventing identification and support.

Insufficient Prosecutions and Lack of Deterrence

A major issue is the low number of prosecutions against traffickers. Traffickers often do not fear consequences due to the limited likelihood of being apprehended and prosecuted. This lack of deterrence perpetuates trafficking networks, as traffickers continue to exploit vulnerable individuals without facing significant legal repercussions.

Fragmented Investigative Approaches

Investigations into human trafficking are often hampered by fragmented and siloed approaches among various law enforcement agencies. The lack of integrated data systems and coordination leads to missed opportunities in identifying trafficking patterns and networks. This fragmentation undermines efforts to build strong cases against traffickers and disrupt trafficking operations.

Challenges in Evidence Collection

Effective prosecution of trafficking cases requires robust evidence collection, which is frequently lacking. Law enforcement agencies struggle with gathering and analyzing comprehensive data due to limited access to advanced technological tools and intelligence-sharing platforms. The reliance on victim testimony, which can be retraumatizing and unreliable due to the coercion and control victims face, further complicates evidence collection.

Inadequate Training and Awareness

There is a significant gap in specialized training for law enforcement officers and government officials on the complexities of human trafficking, including the specific dynamics of sex and labor trafficking. Without proper, trauma-informed training, many officials may fail to recognize signs of trafficking or may misidentify victims as perpetrators, leading to unjust criminalization and inadequate support for victims.

Inconsistent Categorization and Response

The inconsistent categorization of trafficking-related activities across different jurisdictions exacerbates the problem. For instance, many agencies over enforce prostitution or immigration charges against potential victims without arresting or prosecuting sex and labor traffickers or sex buyers. This inconsistency results in victims facing charges instead of receiving necessary support services, further perpetuating their victimization. This criminalization exacerbates their trauma and reduces their chances of accessing critical support services needed for recovery and reintegration.

Barriers to Multi-Agency Collaboration

Effective anti-trafficking efforts require seamless collaboration between various agencies, including law enforcement, government, and non-profit organizations. However, barriers to multi-agency collaboration, such as lack of communication and data-sharing platforms, hinder a coordinated response. These barriers prevent the formation of comprehensive, victim-centered approaches and limit the efficacy of efforts to combat trafficking.

Conclusion

Insufficient prosecutions, fragmented investigations, inadequate training, and barriers to multi-agency collaboration all contribute to a system that fails to protect victims and deter traffickers. Addressing these gaps through technology-driven solutions and enhanced coordination is crucial for creating a more effective and just response to human trafficking.

Empowering Law Enforcement and Government to Support Human Trafficking Survivors

Collective Liberty addresses systemic inequities in the treatment of human trafficking survivors by empowering law enforcement and government agencies through advanced technology, data-driven training, and the innovative Human Trafficking Fusion Center™. Our solution ensures these professionals are better equipped to identify and stop traffickers and protect and support survivors,

Survivor Leader Engagement: Engaging diverse survivor leaders is crucial for understanding both how traffickers target and exploit vulnerable groups and what would best support survivors in crisis. These insights guide our training and resources, ensuring they are relevant and effective.

Human Trafficking Fusion Center™: At the heart of our solution is the Human Trafficking Fusion Center™, which connects government agencies, private sector partners, and nonprofits. The Fusion Center serves as a hub for data sharing, intelligence analysis, and collaborative case building. By curating and providing access to proactive, proprietary data on human traffickers and their networks, we significantly strengthen cases against trafficking networks, ensuring more effective prosecutions and better protection for survivors. Our data and intelligence reports have supported the arrest of thousands of traffickers and people attempting to purchase sexual access to children. We look forward to scaling that number up across the nation.

Enhanced Investigations and Prosecutions: Our Fusion Center offers robust analytical capabilities, bringing together data from various sources to enhance understanding and response to human trafficking. This comprehensive intelligence analysis supports investigations, corroborates evidence, and leads to more successful, victim-centered prosecutions. By focusing on offender actions rather than victim testimony, we reduce the burden on survivors, allowing them to heal and rebuild their lives.

Data-Driven Training: We offer specialized, trauma-informed training programs to over 12,000 investigators across 450+ jurisdictions. These programs focus on the specific dynamics of sex and labor trafficking, emphasizing balanced enforcement and reducing the criminalization of victims. Our training fosters collaboration among criminal justice professionals, helping them develop victim-centered approaches that prioritize the needs and well-being of survivors.

Improving Access to Resources: Our solution improves access to critical resources for survivors by training law enforcement and government agencies in trauma-informed, victim-centered practices. These practices reduce the risk of survivors being criminalized for crimes committed under duress and ensure they receive appropriate support, such as legal, financial, and psychological assistance. 

Strengthening the Ecosystem: Collective Liberty fosters a thriving ecosystem of providers by enhancing efficiencies in communication, data collection, and sharing. Our Fusion Center promotes multi-agency collaboration, streamlining the response to human trafficking and ensuring a cohesive approach to supporting survivors. By integrating data and fostering collaboration, we support more coordinated public safety efforts and inform better policies and practices.

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Collective Liberty's solution delivers meaningful improvements to the lives of human trafficking survivors by empowering law enforcement and government agencies with the tools and training they need. Our approach enhances victim protection, improves investigative and prosecutorial practices, and strengthens coordination and policy development. This comprehensive, technology-driven solution ensures a more effective and equitable response to human trafficking, contributing to the safety of the most vulnerable.

Ensuring Ethical and Responsible Use of Technology at Collective Liberty

At Collective Liberty, we prioritize the ethical and responsible use of technology, including AI, to address human trafficking while safeguarding privacy and security. This includes when we leverage our tech and data to raise awareness outside criminal justice. Our approach involves comprehensive risk assessments, stringent data protection measures, and continuous oversight to mitigate potential risks. Our technical partners have years of experience with government data and technological project delivery, bringing deeper institutional expertise.

1. Privacy and Security Measures

Data Privacy: We protect the privacy of individuals involved in our work. Personal data related to specific individuals is handled according to strict privacy standards. We adhere to data protection regulations such as GDPR and CCPA to ensure data is used solely for its intended purpose.

Data Encryption: Our technology uses CJIS-compliant and industry-standard encryption protocols to protect data in transit and at rest. This encryption safeguards sensitive information from unauthorized access and misuse.

Access Controls: We have robust access controls, including multi-factor authentication and role-based access, to limit data access to authorized personnel only, and on an as-needed basis. This minimizes the risk of data breaches and unauthorized use.

2. Ethical AI Use

Bias Mitigation: Our approach to AI is designed to avoid traditional bias concerns by focusing directly on the concrete connections between offenders and victims rather than making predictive assumptions. Our algorithms are built to analyze and map these direct relationships, ensuring that our technology operates transparently and fairly without relying on generalized predictions. This targeted approach minimizes the risk of bias and ensures that our systems contribute to accurate, equitable outcomes in human trafficking investigations.

3. Risk Assessment and Mitigation

Risk Assessments: We conduct thorough risk assessments before deploying new technologies. These assessments evaluate potential privacy (data sensitivity), security (access controls, deployment environment, data transmission: protocols, encryption), and ethical risks, guiding us in implementing effective safeguards and adjustments.

Ongoing Monitoring: Our systems are subject to continuous monitoring to identify and address emerging risks. We regularly review our technology and practices to adapt to new threats and ensure ongoing compliance with ISO 31000 risk-management standards and ethical values.

Stakeholder Engagement: We engage with experts and field representatives to gather feedback and address potential concerns. This collaborative approach helps us refine our technology and practices to align with best practices of risk management.

4. Policy and Ethical Considerations

Ethical Guidelines: We follow established ethical guidelines and industry standards for technology use. Our practices are guided by principles of justice, fairness, and respect for individual rights.

5. Addressing Risks as We Scale

Scalable Solutions: As our solution scales, we are prepared to address challenges such as increased data volume and complexity. We enhance our security infrastructure and update risk assessments to manage these challenges effectively.

In summary, Collective Liberty is dedicated to the ethical and responsible use of technology. Our privacy and security measures avoid AI biases, include thorough risk assessments, and are informed by stakeholders.

Target Population and Impact of Our Solution

Who We Serve:

Law Enforcement and Criminal Justice Professionals: Our primary focus is on equipping law enforcement officers, investigators, prosecutors, and other criminal justice professionals who tackle human trafficking. These individuals are crucial in identifying trafficking cases, conducting rescues, and ensuring that perpetrators are held accountable. However, they often face significant challenges, such as insufficient training, fragmented data, and limited collaboration, which impede their effectiveness in addressing human trafficking.

Government Agencies: We also target government agencies responsible for public safety, social services, and policy-making related to human trafficking. These agencies need effective tools and strategies to enhance their response and coordination efforts. Our solutions are designed to support these agencies in creating more cohesive and efficient systems to combat trafficking.

Why these communities:

Law Enforcement and Criminal Justice Professionals: Many professionals in this field struggle due to inadequate training and the lack of integrated data systems. Traditional methods can hinder their ability to effectively identify and respond to trafficking cases, which ultimately affects their overall performance and impact.

Government Agencies: Agencies frequently operate with fragmented data and insufficient coordination, limiting their ability to respond comprehensively to human trafficking. The lack of integrated tools and collaborative frameworks hampers their ability to develop effective policies and implement robust strategies.

How Our Solution Addresses Their Needs:

For Law Enforcement and Criminal Justice Professionals: We provide specialized, data-driven training to over 12,000 investigators across more than 450 jurisdictions. Our Human Trafficking Fusion Center™ enhances collaboration and data sharing, enabling professionals to build stronger cases and improve victim identification. This targeted approach addresses knowledge gaps, promotes effective enforcement, and ultimately enhances the overall response to trafficking cases.

For Government Agencies: Our Fusion Center serves as a central hub for intelligence analysis and resource sharing, streamlining responses to human trafficking. By integrating data from various sources and fostering multi-agency collaboration, we support more coordinated public safety efforts and provide actionable insights to inform better policies and practices.

Impact Summary:

Collective Liberty’s solution is designed to transform the way law enforcement and government agencies address human trafficking. With the appropriate use of modern technology, we enhance training, data sharing, and multi-agency collaboration. This way our approach improves investigative and prosecutorial practices. While the indirect beneficiaries of our work are the trafficking victims who receive better support and protection, our direct focus remains on empowering those on the front lines to make a significant impact. This comprehensive strategy ensures a more effective and coordinated response to human trafficking, ultimately contributing to the safety and well-being of all communities.

Proximity and Representation:

Collective Liberty is uniquely positioned to address human trafficking effectively due to our team’s extensive experience and deep connections within the anti-trafficking movement. Led by Rochelle Keyhan, JD, a former prosecutor of gender-based crimes, our team combines practical expertise with a profound understanding of the complexities involved. Rochelle launched the idea for the Human Trafficking Fusion Center™ on the international stage at the Thomson Reuter’s Foundation TRUST Conference in 2018, where she also had the honor of winning the International Stop Slavery Hero award for her field building and data collection work that serves as the backbone for the Fusion Center.

1. Rochelle Keyhan (JD): Collective Liberty’s founder and CEO, Rochelle’s background in prosecuting gender-based violence and human trafficking provides invaluable insights into the challenges faced by victims and the operational dynamics of criminal justice systems. Rochelle has managed over 20,000 gender-based violence cases and spearheaded pioneering human trafficking trials in Pennsylvania. Her experience collaborating with victim-focused agencies and working with prosecutors across the country ensures our approach is both informed and sensitive to the realities of trafficking. Her direct work with survivors and involvement in shaping national trafficking discussions ensure our solutions are practical and impactful.
2. Trafficking Survivors: Former trafficking survivors advise and co-create alongside us. Multiple survivor leaders we work with bring first-hand experience with the justice system, having navigated both misdemeanor and felony levels. Their personal journeys and current work with justice-involved minors and adults give her unique insights into systemic issues and survivor needs. This lived experience guides our development of victim-centered solutions, ensuring our work remains empathetic and effective.
3. Caroline Bruff, MA: Formerly a government Cartel Analyst and now our Lead Intelligence Analyst, Caroline contributes critical expertise in intelligence analysis and anti-trafficking efforts. Her experience supporting agencies with anti-human trafficking intelligence informs our data-driven approach and enhances our ability to identify and dismantle trafficking networks. Caroline is responsible for collecting data, structuring the data, and managing data privacy and security.

Diverse and Inclusive Team:

Our team comprises individuals with varied backgrounds, genders, and life experiences. Our team, board members, faculty, and consultants are all current and former law enforcement, prosecutors, analysts, and survivors of human trafficking. Their combined decades of experience working within and shifting systems brings invaluable systemic knowledge. TWe recruit team members with a blend of design-thinking, lived experience, and technical skills, ensuring our approach is grounded in practical, real-world knowledge. Our team’s diverse experiences directly influence our project design and implementation, addressing the needs of all affected communities.

Community Engagement:

Our approach is guided by continuous engagement with survivors, advocacy groups, and field professionals. We actively seek input from these communities to refine our strategies and ensure our solutions align with their needs and priorities. This engagement helps us stay attuned to emerging challenges and opportunities, allowing us to adapt our solutions effectively. Our combined expertise and lived experiences ensure our solutions are effective, empathetic, and deeply informed by the realities faced by those we aim to support.

Collective Liberty is firmly in the Growth stage of development. Here’s why:

1. Established Solution and Proven Impact:

Our solution, which includes the Human Trafficking Fusion Center™ and comprehensive training programs, is fully operational and has been implemented in various communities across the United States. We have successfully trained over 12,000 investigators in over 450 jurisdictions across 46 states, demonstrating our solution’s wide reach and consistent design.

Our Fusion Center has gone through prototype and pilot phases and now has an active customer base awaiting its broader launch in collaboration with our technical partners, who bring years of enterprise government solutions for data analysis and case management of sensitive government information. We’ve recently concluded our search for the right technical partner to take our product to market confidently, with government tech and government data and case management experience. With that partner confidently secured, we’re ready to rapidly scale.

2. Consistent Design and Approach:

The design of our solution is robust and consistent. Our Human Trafficking Fusion Center™ technology and capacity building work in the field together facilitate collaboration among government agencies, private organizations, and nonprofits to combat human trafficking effectively. The training programs and data-driven intelligence we provide are standardized and have been refined through extensive real-world application and feedback.

3. Demonstrated Growth and Expansion Potential:

Our approach has shown significant positive outcomes, including identifying over 700 criminal trafficking networks and thousands of traffickers and people purchasing sexual access to children. Our training and capacity building have provided hundreds of agencies with the skills and tech resources they need to shift internal policies and influence broader shifts in movement approaches toward engagement with criminal justice partners. The success of our training programs and the collaboration facilitated by our Fusion Center underscore our readiness to expand further.

5. Ready for Further Growth:

With our recently announced partnership with an established technical partner with experience in the government technology space, we are well-positioned to expand our solution to additional communities. Our established infrastructure, proven methodologies, and ongoing engagement with diverse stakeholders provide a solid foundation for scaling our efforts to address human trafficking on a larger scale.

Collective Liberty is in the Growth stage due to our established and effective solution, consistent design and approach, solid donor base, demonstrated impact, and readiness for further expansion. We have moved beyond the prototype and pilot stages and are now focused on leveraging our success to reach more communities and enhance our impact.

Collective Liberty is applying to the MIT Solve Challenge to address several critical barriers that will enable us to enhance our impact in combating human trafficking. Our participation in this Challenge will help us overcome financial, technical, and market-related barriers, and we anticipate that the support and funding will significantly accelerate our growth and effectiveness.

1. Financial Support for Expansion:

Although we have established a solid foundation, additional funding is crucial for continuing to improve our technology and scale our operations. The Challenge's funding will enable us to expand our training programs and enhance our Human Trafficking Fusion Center™’s capabilities. Specifically, we plan to use the financial support to extend our reach to new jurisdictions, improve our data analytics infrastructure, and further develop our outreach and advocacy efforts. This financial boost will also help us secure additional resources to maintain and grow our team, ensuring we can continue to deliver high-quality training and support.

2. Technical Resources and Expertise:

Our solution relies heavily on advanced data analytics and collaboration tools to support our anti-trafficking efforts. The Challenge’s in-kind resources, including software licenses and technical support, will be instrumental in refining and expanding our technological capabilities. Access to pro bono legal support will also be valuable in navigating the complex legal landscape of human trafficking, ensuring that our operations and collaborations comply with all relevant regulations and best practices. Additionally, the virtual capacity-building workshops will enhance our technical and strategic skills, allowing us to improve our solution's effectiveness and adaptability.

3. Market and Cultural Barriers:

In previous international engagements, we have learned how peers across the world face similar challenges as in the United States, and partners are looking for this solution outside the US as much as within. The Challenge will provide us with valuable opportunities to connect with global networks and gain insights into best practices from experts in the field. These connections will help us overcome cultural and market barriers by offering new perspectives on engaging diverse communities and tailoring our solutions to meet varied needs.

4. Increased Visibility and Credibility:

Participation in the Challenge will enhance our visibility and credibility within the anti-trafficking sector. Being selected as a finalist and presenting our solution at the virtual pitch event will allow us to present our achievements to new and familiar audiences and attract additional support from potential partners and donors.

5. Capacity Building and Strategic Development:

The Challenge’s support program, including virtual orientation sessions and monthly cohort convenings, will provide us with structured opportunities for learning and growth. Engaging with experts through these sessions will help us refine our Theory of Change as we bring a solution to market, develop effective impact metrics, and implement best practices in participatory design. These insights will be crucial for scaling our solution and ensuring that we continue to meet the evolving needs of the communities we serve.

What Makes Our Solution Innovative

Government agencies are essential for maintaining societal functions and are not designed to innovate rapidly. Instead, they shift systems incrementally, relying on private organizations to drive innovation and create scalable solutions. Collective Liberty’s consistent support from federal agencies, governors, and local officials validates the strength and impact of our innovation. Our role as a private organization is to push boundaries and develop solutions that support government efforts in addressing human trafficking.

1. Data-Driven Intelligence Integration:

At the core of our innovation is the Human Trafficking Fusion Center™, which leverages advanced data analytics to provide actionable intelligence. By analyzing millions of data points from thousands of trafficking identifiers, we enable law enforcement to target and dismantle trafficking operations with unprecedented precision. This data-centric approach represents a significant advancement over traditional methods, which often rely on less comprehensive data and analysis. The use of technology to expedite this analysis and identification of networks from consistently updated data in a sense has created the smartest, jurisdiction-agnostic trafficking detective in the country.

2. Collaborative Framework and Cross-Sector Engagement:

Our Fusion Center facilitates a groundbreaking level of collaboration among government agencies, and will scale to also bridge private organizations, and nonprofits. This integrative model breaks down traditional silos, enhances information sharing, and ensures a unified response to trafficking cases. By aligning diverse stakeholders and coordinating efforts, we amplify the effectiveness of anti-trafficking initiatives and drive systemic change.

3. Survivor-Centered Focus:

Our solution prioritizes a survivor-centered approach, shifting the focus from victim behavior to the actions of traffickers. This method reduces the burden on survivors by minimizing their need to testify or gather evidence, thus creating a more supportive environment for healing. By focusing on the criminal actors and their methods of coercion, our approach not only strengthens cases but also sets new standards for justice system responses.

4. Market Impact and Broader Adoption:

The innovative framework we have established has the potential to reshape the anti-trafficking landscape. By showcasing the success of our data-driven and collaborative approach, we provide a replicable model for other organizations and agencies. This could lead to the broader adoption of similar practices, enhancing overall effectiveness in tackling human trafficking and influencing policy changes.

The use of AI allows for a dramatic increase in efficiencies for under resourced criminal justice agencies and human trafficking task forces. These teams typically have insufficient (or often no) full time team members, and inconsistent resources and staffing. Despite the difficulty in funding advanced GovTech, our team believes in the urgency in filling this gap, and are innovating not only in our solution but also the ways to get it to market. While the focus seems focused on criminal justice, it has broader applications to the financial, hospitality, and transportation sectors – all of which we are partnered with to scale our impact.

Theory of Change for Collective Liberty's Solution

Collective Liberty’s approach to combating human trafficking is rooted in a design thinking methodology that emphasizes data-driven intelligence, collaborative partnerships, and survivor-centered practices. Our theory of change outlines how our activities lead to immediate outputs and longer-term outcomes, driving meaningful impact.

1. Targeting Trafficking Types

Activity: We begin by identifying specific types of trafficking to address, guided by current research, stakeholder input, and strategic priorities. This ensures our focus aligns with areas of critical need and opportunity.

Output: A focused approach on key trafficking issues, informed by detailed data and strategic insights.

Outcome: Enhanced effectiveness of interventions due to targeted efforts on high-impact trafficking types, leading to more successful disruption of trafficking networks.

2. Learning and Analyzing

Activity: We conduct thorough analysis to understand the problem's scope, systemic connections, and data collection methods. This involves mapping trafficking networks and assessing the broader impact on various systems.

Output: Comprehensive reports and insights that provide a foundation for tactical responses.

Outcome: Tailored, evidence-based strategies that address the specific nuances of trafficking in different regions, improving the precision and effectiveness of our interventions.

3. Strategic Analysis and Solution Design

Activity: We identify key problems and develop guiding principles, such as avoiding the arrest of potential survivors and integrating service access into operations. We assess existing policies and laws to identify gaps and create pilot solutions.

Output: Well-defined principles and pilot programs ready for testing.

Outcome: Enhanced policies and practices that prevent victim arrest, integrate services into operations, and improve responses to trafficking.

4. Partner Identification and Engagement

Activity: We select pilot partners based on trafficking prevalence, political climate, and strategic influence. Collaborations with these partners help implement and refine our solutions.

Output: A network of engaged and equipped partners for solution testing and refinement.

Outcome: Successful pilot programs that validate and adapt solutions, leading to scalable models applicable in broader contexts.

5. Implementation, Measurement, and Scaling

Activity: We deploy pilot programs, measure their impact, and collect best practices. We then develop resources and guides based on pilot findings and facilitate peer-to-peer support to share successes.

Output: Refined solutions, resources, and best practices for scaling.

Outcome: Scalable and adaptable interventions informed by real-world testing and peer support, leading to broader implementation and sustained impact.

6. Comparative Reporting and Continuous Improvement

Activity: We issue comparative reports and surveys to assess historical and cultural contexts of trafficking. Ongoing monitoring and evaluation ensure continuous improvement of our strategies.

Output: In-depth reports and evaluations that guide future strategies and refinements.

Outcome: A better understanding of trafficking trends and effective practices, leading to continuous enhancement and adaptation of our solutions.

Impact

By leveraging data, partnerships, and a survivor-centered focus, we address systemic issues and build sustainable solutions. Our systematic, iterative process ensures interventions are evidence-based, responsive to needs, and capable of scaling nationally. This comprehensive approach drives meaningful change and continually improves our impact on trafficking survivors and the broader community.

Impact Goals and Measurement for Collective Liberty

1. Systemic Transformation Across Jurisdictions
   1. Goal: Expand the adoption of our practices and tools to a larger number of U.S. jurisdictions beyond the current 450, aiming for a rapid increase annually. This expansion includes improving victim identification, implementing best practices, and fostering multi-agency collaboration.
   2. Measurement:
      1. Number of Jurisdictions: Track the count of new jurisdictions adopting our practices.
      2. Implementation Rate: Assess the percentage of jurisdictions fully integrating our training and tools; and the strength of their outcomes as evident through shifts in arrest and prosecution numbers (e.g. increased trafficker and exploiter consequences, decreased criminalization of potential victims).
2. Enhanced Training and Capacity Building
   1. Goal: Scale our train-the-trainer model to equip more professionals with the knowledge and skills needed to implement best practices and utilize data-driven insights effectively.
   2. Measurement:
      1. Trainers Certified: Monitor the number of certified trainers and the subsequent professionals they train.
      2. Training Effectiveness: Evaluate training impact through participant surveys and feedback.
3. Scaling Technology and Digital Resources
   1. Goal: Leverage technology to enhance digital community building, resource sharing, and collaboration, thus expanding the reach and efficiency of our interventions.
   2. Measurement:
      1. Platform Usage: Track adoption rates and usage statistics of our digital platforms.
      2. User Engagement: Measure interaction frequency and quality, including active users and collaborative projects.
4. Improved Data Sharing and Survivor Support
   1. Goal: Enhance the speed and quality of data sharing and survivor support through technological solutions, improving crisis response and intervention outcomes.
   2. Measurement:
      1. Data Exchange Efficiency: Evaluate the speed and accuracy of data sharing between agencies.
      2. Survivor Support Metrics: Track the number of survivors identified and offered services, measuring effectiveness through feedback.
5. Comprehensive Coverage of Trafficking Types
   1. Goal: Expand our approach to address all 25+ types of human trafficking in the U.S., ensuring comprehensive intervention strategies.
   2. Measurement:
      1. Type Coverage: Monitor the incorporation of strategies for various trafficking types into our programs.
      2. Outcome Data: Analyze trafficking patterns and intervention effectiveness across different types.
6. Measuring Progress
   1. Field Research and Surveys
      1. Partner Feedback: Conduct regular surveys of pilot partners to assess the effectiveness of new resources and tools.
      2. Jurisdiction Assessments: Use our assessment tool to evaluate progress in jurisdictions, focusing on the implementation of trauma-informed practices and demographic appropriateness.
   2. Objective Data Collection
      1. Local News and FOIA Data: Review changes in trafficking prevention and disruption efforts through local news and FOIA data.
      2. Recruitment Website Analysis: Monitor recruitment websites to observe shifts in trafficking practices and the responsiveness of victims to services.
   3. Quantitative and Qualitative Metrics
      1. Engagement and Utilization Rates: Track the adoption and use of digital platforms and best practices.
      2. Service Connection: Measure how many survivors are accessing and benefiting from appropriate services.

Collective Liberty’s impact goals focus on driving systemic change in human trafficking responses across the U.S. By setting specific, measurable objectives and using a combination of field research and data analysis, we ensure that our approach not only addresses immediate needs but also fosters long-term, transformative change in the fight against human trafficking.

Collective Liberty’s solution harnesses a comprehensive technological approach to significantly enhance the identification, support, and intervention processes in addressing human trafficking. Our technology integrates data analytics, secure digital platforms, and advanced visualization tools to address systemic issues and improve response efficacy. Here’s how our core technology functions:

1. Data Analytics and Intelligence Platforms At the heart of our solution are sophisticated data analytics tools that process and interpret extensive information related to human trafficking. We aggregate data from law enforcement reports, victim testimonies, and public records. Machine learning algorithms then analyze this data to identify patterns, uncover trafficking networks, and predict potential hotspots. By employing predictive analytics, we provide actionable intelligence to law enforcement and advocacy organizations, allowing them to respond more effectively and proactively to trafficking incidents.
2. Encrypted Data Portals To protect sensitive information, we utilize encrypted data portals that enable secure communication and data sharing among law enforcement agencies, advocacy groups, and other stakeholders. These portals ensure the confidentiality and integrity of data, safeguarding the privacy of victims and enhancing the efficiency of interventions. Real-time updates and secure collaboration through these portals ensure that all parties have access to the most current and accurate information.
3. Digital Community Building and Resource Sharing Our digital platforms facilitate community engagement and resource sharing. These platforms feature online forums, resource libraries, and collaborative tools that allow stakeholders to exchange best practices, case studies, and success stories. By creating a network of informed professionals, we foster collaboration and support among those working to combat human trafficking. These platforms also serve as repositories for educational materials, training resources, and policy guidelines, enhancing the overall knowledge base and effectiveness of our partners.
4. Survivor Support Technologies Looking ahead, we plan to scale our technology to further improve support services for trafficking survivors. This includes developing tools for tracking and managing survivor cases and connecting them with appropriate services. Our current technology enables rapid crisis response by providing real-time data and facilitating quick connections to support services. This advancement will ensure that survivors receive timely, tailored assistance to meet their specific needs.
5. Advanced Visualization Tools To support decision-making and data interpretation, we use advanced visualization tools. These tools create interactive maps, charts, and graphs that make complex data sets more accessible and actionable. By visualizing data, we can highlight trends, pinpoint key issues, and communicate findings effectively. This capability aids in strategic planning and demonstrates the impact of our interventions to various audiences.

Innovative Application of Technology

Our solution stands out due to its holistic approach to tackling human trafficking. By integrating data-driven insights, secure communication, community engagement, and real-time survivor support, we offer a comprehensive response that improves intervention effectiveness and fosters stakeholder collaboration. This integrated approach not only addresses systemic issues but also supports the development of sustainable, evidence-based practices across jurisdictions, driving significant progress in combating human trafficking.

We have 2 full time team members, 2 part time team members, 5 contractors, and between 3-7 volunteers depending on the season.

Work on Collective Liberty and the Human Trafficking Fusion Center began officially in January of 2019.

Ensuring Diversity, Equity, and Inclusion at Collective Liberty

At Collective Liberty, we are deeply committed to fostering a diverse, equitable, and inclusive environment. Our approach is embedded in our organizational culture and operational strategies, reflecting our dedication to addressing systemic injustices both within our team and in our broader mission.

Minimizing Barriers to Opportunity

We actively work to minimize barriers to opportunity by implementing policies and practices designed to promote equity and inclusivity. Our recruitment process is designed to reach a broad spectrum of candidates, with a focus on including underrepresented groups. We prioritize skills and experience over traditional qualifications, which helps to level the playing field for candidates from diverse backgrounds. Additionally, we provide ongoing professional development and mentorship opportunities to support the growth of all team members, particularly those from marginalized groups. This includes offering resources for fellowships, workshops, and networking opportunities to enhance their career trajectories.

Creating a Welcoming and Inclusive Environment

Our commitment to inclusion is reflected in our workplace culture and practices. We have established a set of core values that emphasize respect, support, and collaboration. Regular training on diversity, equity, and inclusion helps our team understand and address unconscious biases, fostering an environment where everyone feels valued and supported. We also facilitate open dialogue through feedback mechanisms and inclusivity surveys, allowing team members to voice concerns and suggestions. This approach ensures that our policies and practices are continuously evolving to better meet the needs of our diverse team.

Actions and Goals for Improvement

We are continually working towards becoming more diverse, equitable, and inclusive. Our goals include increasing the representation of underrepresented groups within our team and expanding our outreach efforts to attract a more diverse pool of candidates. We have established partnerships with organizations that focus on equity and inclusion to enhance our recruitment practices and provide targeted support for marginalized communities. Additionally, we regularly review our internal policies and practices to identify and address any potential disparities or barriers to inclusion.

Support and Engagement

Our team’s diverse composition and commitment to equity extend to how we engage with our partners and stakeholders. We prioritize working with organizations that share our values and are committed to addressing systemic inequalities. By modeling inclusive practices and fostering a culture of collaboration, we aim to create a broader impact that aligns with our mission to advance justice and support survivors of human trafficking.

In summary, Collective Liberty is dedicated to ensuring that our team reflects the diversity of the communities we serve, minimizes barriers to opportunity, and fosters a welcoming and inclusive environment. Through our ongoing efforts, we strive to create a workplace where all members feel valued and empowered to contribute to our mission of systemic change.

Collective Liberty’s business model is crafted to deliver impactful solutions that transform the response to human trafficking through advanced data analytics, technology, and strategic partnerships. We provide value by enhancing the capabilities of law enforcement agencies, advocacy groups, and other stakeholders to identify, support, and intervene in human trafficking cases effectively.

Key Products and Services

1. Data Analytics and Intelligence Reports: We offer sophisticated data analytics and intelligence reports that help identify trafficking networks, predict hotspots, and deliver actionable insights. These reports empower law enforcement and advocacy organizations to make informed, proactive decisions.
2. Encrypted Data Portals: Our encrypted data portals ensure secure communication and information sharing among stakeholders. This technology protects sensitive data, maintains privacy, and supports real-time collaboration, thus enhancing the efficiency of interventions.
3. Digital Community Platforms: We provide digital platforms for community engagement and resource sharing. These include online forums, resource libraries, and collaborative tools that facilitate the exchange of best practices, case studies, and training materials.
4. Survivor Support Technologies: We are developing technologies to improve survivor support services, such as tools for tracking and managing cases and connecting survivors with appropriate resources. These technologies enable rapid response and tailored assistance in crisis situations.
5. Training and Capacity Building: Our training programs and resources equip professionals with the skills and knowledge needed to combat human trafficking effectively. This includes best practices, data utilization, and trauma-informed approaches.

Delivery and Implementation

Our solutions are delivered through a combination of direct engagement, digital platforms, and collaborative partnerships:

• Pilot Programs: We initiate pilot programs in selected jurisdictions to test and refine our solutions, demonstrating their effectiveness and making necessary adjustments.
• Scaling Up: Once validated, we scale our solutions to additional jurisdictions, using our digital platforms and partnerships to expand impact.
• Ongoing Support: We offer continuous support through regular updates, training sessions, and collaborative efforts to ensure sustained effectiveness and improvement.

Customer and Beneficiary Needs

Our primary customers and beneficiaries are law enforcement agencies, advocacy groups, and organizations involved in anti-trafficking efforts. They need:

• Enhanced Data and Intelligence: For effective identification and disruption of trafficking networks.
• Secure Communication Channels: To share sensitive information while ensuring privacy.
• Effective Community Engagement: To foster collaboration and disseminate best practices.
• Timely Survivor Support: To provide immediate and appropriate assistance to trafficking survivors.

Revenue and Sustainability

Collective Liberty’s revenue model includes grants, donations, and strategic partnerships. We work with government agencies, philanthropic organizations, and corporate partners to secure funding for our initiatives. By demonstrating impact and building strong relationships with stakeholders, we ensure the sustainability of our business model.

Conclusion

Collective Liberty’s business model is centered on delivering comprehensive, data-driven solutions to address human trafficking. By providing essential products and services, fostering collaboration, and leveraging technology, we aim to drive systemic change and improve intervention effectiveness across jurisdictions. Our model is designed to be scalable, sustainable, and responsive to the needs of diverse stakeholders, ensuring a significant and lasting impact on the fight against human trafficking.

Collective Liberty’s financial sustainability is anchored in a diversified revenue model designed to ensure long-term stability while maximizing our impact against human trafficking. Our approach combines fee-for-service access, grants, contracts, corporate partnerships, and philanthropic support to create a robust and sustainable financial foundation.

Revenue Streams

1. Fee-for-Service Access to the Human Trafficking Fusion Center™: The cornerstone of our financial model is our Human Trafficking Fusion Center™, which provides government agencies and organizations with critical data analytics, intelligence reports, and expert support services. By offering fee-based access to this center, we generate a consistent and recurring revenue stream for highly valued and essential services.
2. Grants and Donations: We secure funding through grants and donations from government bodies, philanthropic foundations, and private donors. These funds support specific initiatives and broader operational needs.
3. Service Contracts with Governments: Our model includes service contracts with various levels of government, where we provide tailored services such as data analysis, training, and strategic support. These contracts often include access to our Fusion Center and contribute additional revenue. Successful contracts with state and local agencies validate the demand for our services and provide a steady income to support our mission.
4. Corporate Partnerships and Sponsorships: Strategic partnerships with corporations and technology firms are a key component of our financial sustainability. These partnerships involve sponsorships, collaborative projects, and in-kind contributions that support the development and maintenance of our Fusion Center’s technology. Corporate support not only provides financial backing but also enhances our technological capabilities.
5. Program and Service Fees: We offer fee-based training programs and workshops designed to enhance the capacity of organizations involved in anti-trafficking efforts. These programs, which utilize the data and expertise of our Fusion Center, generate additional revenue and help scale our initiatives.
6. Philanthropic Contributions: Individual donations and philanthropic contributions play a crucial role in our financial model. Through targeted campaigns and fundraising events, we secure vital support that complements our fee-for-service revenues and helps sustain our operations.

Evidence of Success

Our diversified revenue streams have proven effective in sustaining and expanding our operations:

• Fee-for-Service Revenue: The introduction of fee-based access to the Human Trafficking Fusion Center™ has successfully generated substantial revenue. The value of our services is reflected in the growing number of government agencies and organizations utilizing the center.
• Successful Grants: We have obtained multi-year grants from key funders, including the U.S. Department of Justice and the National Human Trafficking Hotline, supporting both operational costs and specific projects.
• Government Contracts: Contracts with state and local governments have provided reliable revenue and confirmed the effectiveness of our Fusion Center’s services.
• Corporate Partnerships: Partnerships with technology firms and corporate sponsors have bolstered our financial stability and technological advancements.
• Fundraising Achievements: Our philanthropic efforts have yielded significant donations, demonstrating strong community support for our mission.

By integrating fee-for-service access to our Fusion Center, grants, government contracts, corporate partnerships, and philanthropic contributions, we ensure a stable financial foundation to support and scale our impactful work against human trafficking.