AI Learning Strategy Sprint
Clarify where AI can support your people, what they need to learn, and how to prioritize a practical implementation pathway.
- AI readiness assessment
- Role-specific use-case map
- 30/60/90-day learning roadmap
Human-centered AI learning design
AI should help make the people in your organization smarter
LLE Consulting helps mission-driven organizations build practical, ethical, and role-specific AI capability through educational strategy, talent development, workflow design, and built software solutions.
Led by Lillian Liang Emlet, MD MS CHSE CPC ELI-MP FCCM
- Professor
- Medical educator
- Simulation expert
- Professional coach
- National curriculum designer
The problem
Most AI training starts too late in the process.
Teams are handed tools, policies, or one-time demos before anyone has clarified what people need to learn, where AI belongs in the work, what should remain human, and how good judgment will be practiced.
The result is familiar: tool sprawl, uneven confidence, ethical uncertainty, and training that does not transfer into real work.
Who this is for
Organizations that want AI adoption to feel purposeful, not chaotic.
Healthcare organizationsMedical education programsProfessional service firmsFounder-led organizationsAssociationsLearning and talent teamsMission-driven startupsTeams building AI-enabled products
Services
Strategy, learning design, and built solutions for AI capability that holds up in practice.
Human-Centered AI Training Design
Build workshops, learning labs, and guided practice experiences that make AI understandable, ethical, and useful in real work.
- AI literacy workshops
- Prompting and practice guides
- Facilitator and learner materials
AI-Enabled Talent Development
Connect AI capability to communication, leadership, judgment, creativity, onboarding, and role-specific excellence.
- Competency maps
- Internal AI champion programs
- Manager enablement tools
Workflow and SOP Design
Identify where AI can responsibly support drafting, synthesis, planning, documentation, and knowledge management.
- Workflow audits
- Human-in-the-loop process maps
- Quality review checklists
Built Solution Design
Shape AI-enabled tools, internal products, and lightweight software systems around real workflows before anyone over-invests in code.
- Product concept maps
- Prototype walkthroughs
- Implementation-ready build briefs
Approach
Start with people, then design the system around learning.
Understand the mission, people, and current readiness.
We map goals, roles, concerns, workflows, values, and the places where AI is creating confusion or opportunity.
Translate strategy into learning architecture.
We define learner personas, use cases, practice labs, guardrails, measures, and implementation paths.
Prototype the right solution for the real workflow.
When a built tool is the right answer, we shape the product logic, user flow, and demo narrative around the work.
Evaluate what matters beyond attendance.
Success can include confidence, adoption, time saved, quality, readiness, and learning transfer.
Portfolio direction
Short walkthroughs for the solutions, systems, and learning products you build.
Under 1 min walkthrough
AI-enabled education software
Curriculum Intelligence Workspace
A searchable curriculum intelligence workspace with source-cited requirements, overlap-aware mapping, and review workflows.
Under 1 min walkthrough
AI adoption strategy
AI Learning Roadmap System
A structured roadmap that translates readiness, risk, and workflows into workshops, practice labs, and evaluation measures.
Under 1 min walkthrough
Learning product design
Communication Skills Program Architecture
Scalable communication curricula, faculty development systems, and scenario-based learning models built from EMTalk and related programs.
About the principal
Educational science, coaching, communication, AI strategy, and software-shaped problem solving.
Dr. Lillian Liang Emlet is a physician educator, simulation expert, professional coach, and human-centered learning strategist. She helps organizations approach AI adoption as a learning and design challenge, not simply a technology rollout.
The deeper About page turns her public-facing CV into a searchable professional identity map that can grow as the portfolio grows.
MS in Medical Education Certified Healthcare Simulation Educator Certified Professional Coach Founder and national leader of EMTalk
Start a conversation
Let us design AI learning and software-shaped solutions that fit your people.
Schedule a consultation to explore your organization's AI learning, educational design, workflow, or built-solution needs.
Schedule a Consultation