Practical, ethical AI adoption
from strategy to classroom
From institutional AI governance to hands-on faculty workshops, Tina partners with universities, nonprofits, and organizations to make AI adoption sustainable, equitable, and human-centered.
Before recommending any AI tool or strategy, Tina asks: "Is this actually gainable — will it genuinely gain you time, insight, or equity, without costing you something more important?"
AI Strategy & Institutional Advisory
Tina works directly with leadership teams, provosts, department chairs, and policy units to design practical, values-aligned AI adoption strategies. This is not a templated framework dropped on your institution — it's co-created with you.
- Development of institutional AI guidelines and literacy frameworks
- Change management for moving from isolated pilots to systemic adoption
- Faculty governance and stakeholder engagement design
- Equity audits for AI tool deployment
- Co-authoring of AI policy language (Senate Bill 1288 experience)
- Ongoing advisory retainers for sustained institutional support
Workshops & Faculty Development
Hands-on, research-informed sessions grounded in the UnBlooms™ Framework. Available online or in-person, for individual departments or entire institutions. Tina has delivered professional learning to over 1,800 faculty across the UC system, and to educators in the UK and Australia.
- "AI Resilience in the Classroom" — half-day or full-day workshop
- "Reflective AI for STEM Faculty" — discipline-specific sessions
- "Critical Thinking with AI" — a series for undergraduate educators
- Custom workshop design for your institution's specific context
- Follow-up coaching and community of practice facilitation
A Trusted Advisor In Your Corner — Over Time
Most consulting ends with a report. This doesn't. Tina works alongside your team over months — attending leadership meetings, reviewing policy drafts, pushing back when something won't serve your students, and celebrating when it does.
In education consulting, this is called a "Critical Friend" — an advisor who is genuinely invested in your success, which means they support and challenge you.
- Monthly leadership advising sessions (virtual or in-person)
- Curriculum review and co-design for AI literacy integration
- Real-time feedback on policy drafts, rollout plans, and grant language
- Access to Tina's network of educators, researchers, and policy experts
- Tailored to 3-month, 6-month, or annual engagement structures
- You can call her. That matters.
for the AI era
The UnBlooms™ Framework & Custom AI Rubrics
Tina's signature UnBlooms™ Framework has been applied by 1,800+ faculty and forms the foundation of her book. Beyond the UnBlooms™, she designs custom AI rubrics, reflective assessment tools, and literacy frameworks specific to your institutional mission and student population.
- The UnBlooms™ Framework — licensed for institutional use
- Reflective AI Scale (RAS) — measuring reasoning, not just output
- Custom AI literacy rubrics for K–12, higher ed, and workplace learning
- Assessment design for AI-integrated curricula
- Train-the-trainer programs for faculty leading AI adoption
On-stage. Internationally recognized.
Tina is available for keynotes, conference presentations, panel discussions, and institutional summits. Her talks have been delivered at OpenAI HQ, UNESCO Paris, and SXSW edu.
Keynote Address
45–75 min signature talks on AI ethics, critical thinking, and responsible adoption. Customized for your audience and context.
Panel & Moderation
Expert panelist or facilitator for institutional AI discussions, policy forums, and higher education leadership convenings.
Book & Framework Talks
Presentations centered on the UnBlooms™ Workbook and framework — for faculty orientation, program launches, or author series events.
From first contact to lasting impact
Tina's engagements are built on genuine collaboration, not templated solutions. Here's what you can expect.
Discovery Conversation
A 30-minute call to understand your institution, your challenges, and your goals. No pitch — just listening.
Tailored Proposal
Based on your context, Tina designs a scope of work — whether a single keynote or a year-long advisory partnership.
Deep Engagement
Collaborative, iterative work. You'll receive drafts, frameworks, and session designs for review at every stage.
Delivery & Support
Keynotes, workshops, reports, or frameworks delivered with full follow-through. Optional ongoing support to embed change.
Find the right level of partnership
Every engagement is customized. These tiers give you a sense of scope — reach out and we'll build something that fits your needs and budget.
Keynote / Workshop
Single engagement
- 45–75 minute keynote address
- Half-day or full-day workshop
- Pre-event consultation included
- Slides and resource materials
- Q&A and facilitated discussion
Advisory Engagement
3–6 month partnership
- Monthly advisory sessions
- Curriculum and policy review
- Custom framework development
- Up to 2 on-site visits
- Staff training and coaching
- Full written deliverables
Institutional Partner
Annual retainer
- Year-round advisory access
- Unlimited workshop sessions
- Multi-campus deployment support
- Policy co-authoring
- Train-the-trainer programs
- Priority scheduling & response
Nonprofit and public institution rates available. Tina also works with philanthropic funders to support subsidized faculty development programs.