Proof & Results
Real work. Real outcomes. Real adoption.
We measure our success by what teams actually do with AI — not just what they learn. Here is a look at the organizations we've supported and the results we've helped create.
Measurable Outcomes
Results That Matter
92%
of participants reported increased confidence in using AI after tailored workshops
80%+
of attendees identified at least one use case they planned to implement within 30 days
3x
faster AI adoption rates compared to self-paced online training approaches
90%+
would recommend the engagement approach to colleagues and other teams
Representative outcomes based on aggregated engagement data. Individual results vary by client context.
Selected Client Work
Organizations We've Supported
These organizations reflect both Victoria's individual contributor experience and North Star AI Enablement's client work. Together, they demonstrate the practical AI strategy, training, workflow design, governance, and implementation expertise we bring to helping teams integrate AI into their day-to-day work.
Google*
* Powered by Synergis IT + Creative
Victoria operates in a contractor capacity through Synergis IT + Creative to support AI education and workforce learning initiatives for Google. She teaches nonprofit organizations how to use AI effectively. She has designed an agentic AI system that delivers Socratic-style feedback on apprenticeship program assignments. She also co-managed the GenAI-integrated computer science courses development in partnership with UC San Diego and faculty from HBCUs and HSIs across North America as part of the Teach CS with AI initiative.
Microsoft
Developed an AI learning curriculum for marketing professionals focused on applying agentic AI to real product management, marketing strategy, and go-to-market workflows. The curriculum introduced learners to how AI agents can support complex business tasks, then guided them through practical examples such as product positioning, audience research, customer segmentation, competitive analysis, campaign planning, messaging development, strategic prioritization, and decision support. The goal was to help teams move beyond general AI awareness and build hands-on confidence using AI as a practical tool for improving strategy, productivity, and cross-functional marketing work.
CrewAI
Designed and delivered a public-facing workshop on the CrewAI platform, making multi-agent AI systems accessible to a broader professional audience. The workshop introduced learners to how AI agents can collaborate on complex tasks, coordinate multi-step workflows, and support decision-making processes. Through hands-on instruction, participants learned how to design, configure, and orchestrate agent teams using CrewAI, moving from foundational concepts to practical implementation. The experience was built to help teams understand where multi-agent systems add the most value, how to structure agent roles and responsibilities, and how to apply agentic AI to real business and operational workflows with confidence.
Pearson
Victoria is a member of Pearson's AI Strategic Council, advising on the future of AI in education. Also contributed expert perspectives to their published research report, Assessment Evolved: Formative Assessment in a Generative AI Era, alongside global educators and researchers.
Ednology Experts
North Star AI Enablement develops AI education and professional development offerings for Ednology Experts, connecting schools and education organizations with practical AI training and adoption support. Offerings span educator AI training, school leadership upskilling, agentic AI for career readiness, neurodiverse learning, AI governance, and organization-wide AI adoption.
NTEN
Victoria serves as an advisor to NTEN and is collaborating with the organization on a new AI enablement course for nonprofit professionals. The work focuses on helping mission-driven teams build practical, responsible AI skills and apply them to real workflows, productivity, and organizational capacity.
Harold K.L. Castle Foundation
North Star AI Enablement works with the Harold K.L. Castle Foundation to help staff use AI and automation to reduce administrative work and create more time for mission-driven priorities. Training focuses on practical applications across routine tasks, budgeting, funding and grant-related workflows, research, and day-to-day operations.
St. Andrew’s Schools
North Star AI Enablement works with St. Andrew’s Schools to help faculty and staff use AI to save time while strengthening teaching, learning, and school operations. Training focuses on practical applications such as lesson planning and differentiation, communications, research and resource development, administrative workflows, and automating routine tasks, while building responsible AI practices that keep educators at the center.
University of Hawaiʻi at Mānoa
Victoria led a three-hour, hands-on AI workshop for accounting students at the University of Hawaiʻi at Mānoa, introducing agentic AI and vibe coding through practical, career-focused applications. Students explored how to build with AI, automate multi-step tasks, and use emerging AI tools to solve real workplace problems, building skills for an increasingly AI-enabled workforce.
21Digby
Support adding AI to current workflows, understanding how AI impacts the digital marketing industry, and researching and providing recommendations for which industries to serve next.
Kailua Chamber of Commerce
North Star AI Enablement works with the Kailua Chamber of Commerce to help local business owners and teams use AI to save time, increase productivity, and strengthen day-to-day operations. Training focuses on practical applications such as automating routine tasks, creating and repurposing marketing content, improving customer communications, streamlining administrative work, and identifying high-value workflows where AI can help small businesses do more with limited time and resources.
University of Washington
Supported UW Professional & Continuing Education as a panelist and curriculum developer for technology ethics programming focused on responsible AI and emerging technology.
DeCosta Media
Provide AI enablement support for digital marketing, media, and PR clients, including workflow strategy, content operations, and responsible AI adoption.
Ubiquify Digital
Support AI governance, responsible use, and automation strategy for clients building technical AI solutions and full-stack workflow systems.
Neural Education
Thought leadership and program design partner exploring the AI Cognitive Institute and the role of AI in cognition, learning, and education practice.
Central Islip School District
Supported educators in creating practical classroom and school-wide AI use guidance for responsible, transparent, and meaningful AI integration.
Ed Tech Expertz
Collaborate on AI-enabled learning and EdTech client solutions, including instructional design, AI strategy, and education-focused implementation support.
Education Impact Exchange
Partner on learning and development and agentic AI solutions that deliver unique, tailored educational experiences. Current projects are under stealth mode.
American Academy of Pediatrics
Support AI learning and development for pediatricians upskilling in AI tools and workflows, helping clinical education teams build confidence and practical AI skills for their professional work.
Net32
Built cross-functional team training for Net32, a dental supply company, focused on using Microsoft 365 Copilot to save time and increase productivity across daily workflows.
AI Technology Partners
Help AITP's teams and their enterprise clients use AI well day to day. I build the training, workshops, prompt libraries, and guides that get people comfortable with tools like Microsoft Copilot, Claude, and ChatGPT Enterprise, whether they come from a technical background or not.
TESOL International Association
Contributing expert and presenter for TESOL's professional development programming in 2025, supporting language educators in understanding and responsibly applying AI tools in their teaching practice.
UNESCO Digital Learning Week 2024
Victoria participated in person at UNESCO Digital Learning Week 2024, contributing to global discussions on AI integration in the classroom and helping shape international standards for responsible AI use in education. She contributed to the development of two foundational competency frameworks.
Additional work spans education, nonprofit, financial services, and growth-stage organizations across global and small- to mid-scale contexts.
Downloadable Resources
Educator AI Policy Resources
Co-created educator resources developed in partnership with Alex Luciano. These materials support responsible AI use in K–12 schools using the Diagnose, Draft, Calibrate framework.
AI Use Policy + Teacher Checklist
A 3-page educator checklist covering the full DDC framework — Diagnose, Draft, and Calibrate — with decision prompts, privacy rules, and student disclosure language.
Download PDFAI Use Policy Teacher Guide
A 4-page companion guide with short explanations, DDC classroom examples, grade-band guidance, and professional learning recommendations for educators.
Download PDFPolicy Support Appendix
A 16-page deep-dive appendix covering UNESCO framework alignment, student privacy, appropriate uses, grade-band guidance, ethics, and district implementation recommendations.
Download PDFPartner Project Examples
Technical Delivery Partner Demos
Built by Asad Malik and Awais Tariq of Ubiquify Digital, North Star's technical delivery partner team, examples of how we combine AI strategy, automation, and full-stack implementation into practical systems clients can use.
Ubiquify Digital · Technical Partner Demo
AI SEO Automation System for Content Briefs, Keyword Insights, and Workflow Management
Built an AI-powered SEO workflow system that helps teams move from manual SEO analysis to repeatable, automated content and optimization workflows. The system connects SEO performance data, keyword insights, workflow automation, and AI-assisted content planning into one operational dashboard, supporting keyword opportunity discovery, content brief generation, search intent analysis, content decay review, low-quality content detection, keyword cannibalization checks, and page-level SEO recommendations.
Key Capabilities
- AI-assisted content brief generation
- SEO dashboard for multi-site performance tracking
- Keyword opportunity workflows
- Search intent and long-tail keyword analysis
- Content decay and low-quality content detection
- Keyword cannibalization checks
- Automated workflow orchestration using n8n
- Structured outputs for content teams and SEO managers
Ubiquify Digital · Technical Partner Demo
Streamlining Franchise Management with Insights and Efficiency
Built a franchise management platform that centralizes performance insights, reporting, and operational workflows across franchise locations. The system helps franchisors track key metrics, identify improvement opportunities, and standardize processes, turning scattered franchise data into clear, actionable efficiency gains.
Key Capabilities
- Multi-location performance dashboards
- Franchise reporting and insights
- Standardized operational workflows
- KPI tracking across franchise network
- Automated reporting and alerts
- Centralized franchise data management
Ubiquify Digital · Technical Partner Demo
Innovative Vehicle Tracking System for Yard Management
Built an AI-powered vehicle tracking system that brings real-time visibility to yard management operations. The system connects vehicle location data, inventory tracking, and operational workflows into a single dashboard, helping teams monitor yard activity, reduce manual checks, and improve logistics efficiency.
Key Capabilities
- Real-time vehicle and asset tracking
- Yard inventory and location management
- Automated status updates and alerts
- Operational dashboard for yard supervisors
- Integration with logistics and dispatch workflows
- Reduced manual yard checks and errors
Client Deliverable Example
AI Enablement Dashboard
Clients receive custom reporting dashboards to track AI adoption, capability growth, and business impact — turning enablement into measurable, visible ROI.
Adoption Tracking
Monitor team-level AI adoption rates over time with clear progress indicators.
ROI & Impact
Quantify hours saved, estimated ROI, and business impact from AI enablement.
30/60/90-Day Plans
Structured milestones to guide adoption from baseline assessment to full optimization.
Published Research
Featured in Pearson's Assessment Evolved Report
Contributing expert voice in Pearson's newly published research on formative assessment in the generative AI era.
Pearson · ELT Edition · 2026
Assessment Evolved: Formative Assessment in a Generative AI Era
"We hear a lot in the media about AI being used for 'cheating' — and to my mind, this means we are still failing to acknowledge the greater ethical concerns that come with the use of this new technology. To combat this, students engage much more effectively when educators acknowledge the importance of AI's role in our world today. We can encourage students and teachers to collaborate honestly by shifting toward Assessment as Learning (AaL), where the assessment activities themselves are the learning opportunities, and clarifying the role of AI in that process."
This Pearson report — drawing on views from 1,000+ educators and global experts — explores how formative assessment must evolve when students have access to generative AI. The core question shifts from "did the student write this alone?" to "can they explain their thinking and use AI as a tool for learning rather than a shortcut around it?"
Workshop Materials
Google AI Studio Workshop
A 3-hour hands-on tutorial for future business leaders — moving from generative prompts to agentic workflows with vibe coding and no-code tools.
Google AI Studio · 3-Hour Hands-On Tutorial
Agentic AI for Future Business Leaders
Moving from Generative Prompts to Agentic Workflows
This workshop covers generative vs. agentic AI, vibe coding & no-code prototyping, hands-on labs in Google AI Studio, and how to prepare for an AI-enabled business career. Participants build real tools including a decision-support agent and an interactive data dashboard.
Live Sessions
See It in Practice
Recordings from live Pearson ELL webinars showing how educators can use AI tools practically — from building fluency to supporting learners.
Practical AI Adoption for ELL Professionals
Demonstrating how ELL educators can use AI to personalize instruction, reduce prep time, and build learner confidence — with hands-on examples throughout.
Watch on YouTubeAI Tools for Language Educators
A live session showing language educators how to integrate practical AI tools into teaching — moving from awareness to confident, classroom-ready use.
Watch RecordingPearson's Smart Lesson Generator Tool
A deep dive into Pearson's Smart Lesson Generator and how educators can leverage it to create personalized, AI-powered lessons at scale.
Watch Recording