Use Cases
With MyFaculty.AI
Innovation Use Cases in Higher Education
Business Schools and Universities
MyFaculty.AI helps business schools and universities transform their educational, executive, corporate, and research activities through EVA — a governed digital teaching presence designed as the digital counterpart of a course teaching assistant. Grounded exclusively in faculty-validated knowledge, EVA extends faculty expertise, personalizes learner support, and scales institutional knowledge.
From degree programs and executive education to corporate learning and education research, EVA creates new ways for institutions to support learners, generate insight, and turn academic content into an interactive, always-available learning experience.
Across the program portfolio
EVA adapts across program formats to scale faculty support and extend learning beyond the classroom.
Faculty and institutional knowledge
EVA turns faculty and institutional knowledge into interactive, scalable learning experiences.
Research in Education and Organizational Behavior
Under the applicable consent and ethics protocols, EVA's interaction data can be anonymized to create structured research datasets for studies in education, organizational behavior, leadership, and human–AI interaction.
Across the Program Portfolio
Before, During and After a Program
USE CASES
EVA adapts across program formats to scale faculty support and extend learning beyond the classroom.
Open enrollment programs — leveling before, consolidating after
Participants arrive with heterogeneous backgrounds. EVA can level prerequisites before day one — finance fundamentals, strategy vocabulary, case-method preparation — so precious classroom days start from a common baseline, and then consolidate learning in the weeks after the program.
Online and blended programs — a continuous presence between sessions
In asynchronous and hybrid formats, EVA is the constant thread between live sessions: answering questions the moment they arise, keeping momentum between modules, and reducing the isolation that drives online attrition.
Degree programs — an always-on teaching assistant
For large cohorts (MBA, Master in Management, MSc), EVA provides 365-day office hours: assessment preparation, concept review, Socratic questioning, and progress tracking against weekly learning objectives — with faculty dashboards surfacing where the cohort struggles, at a scale where human office hours cannot follow.
Assessment and academic integrity — evidencing the learning process
In the age of generative AI, a submitted essay or exam answer no longer proves that learning happened. EVA gives institutions the missing layer: a continuous, auditable trail of each cohort’s learning journey — questions asked, concepts revisited, progress against learning objectives across the semester. Programs can complement product-based grading with authentic process evidence, and institutions gain a defensible answer to the integrity question every accreditor is now asking.
Custom corporate programs — cascading learning into the organization
When a leadership team attends a custom program, EVA can carry the validated program content to the wider organization — hundreds or thousands of employees conversing with the same body of knowledge their leaders studied, extending the school’s impact without diluting faculty time or brand.
Executive education — the post-program knowledge companion
Today, learning access ends when a program ends. EVA can remain available to participants six months or six years later — an alumnus or corporate learner facing a real decision can call the teaching presence of the program they attended and reconnect with its frameworks, precisely when the professor is unavailable or on sabbatical.
Faculty and Institutional Knowledge
USE CASES
EVA turns faculty and institutional knowledge into interactive, scalable learning experiences.
The digital counterpart of a professor
Capture a professor’s course corpus, cases, articles, and teaching style into a knowledge base, and give learners a teaching presence that extends the professor’s own — across sections, campuses, and time zones. The professor’s expertise scales; the brand and quality stay intact.
A conversational layer on institutional knowledge
Beyond courses: research collections, thought-leadership archives, or an institute’s body of publications can become an interactive environment — knowledge that participants, alumni, and partners can question rather than merely read.
Research in Education and Organizational Behavior
USE CASES
These research use cases become real through a structured partnership — from a single-course pilot to a funded multi-year program.
A living laboratory for research in education and organizational behavior
A living laboratory for research in education and organizational behavior — Every conversation with EVA is captured: thousands of authentic learner questions, reformulations, hesitations, follow-ups, session durations, and topic paths across a full course arc. When used for research under the applicable consent and ethics protocol, these interactions can be anonymized to form a structured research corpus that no classroom observation or survey could produce. Researchers can mine it to formulate research questions, test hypotheses on how adults learn with AI, and predict confusion or dropout risk — a continuous data source able to feed doctoral dissertations and publications semester after semester.
EVA deployed purely as a research instrument
EVA does not need a course to serve research. A laboratory or doctoral team can deploy a dedicated EVA on a knowledge base of its choosing and run controlled experiments: Socratic questioning versus direct explanation, voice versus text, 2D versus 3D embodiment, different scaffolding strategies — with every variable configurable and every interaction logged, including the same experiment replicated across cohorts in different countries and cultures. The platform becomes an experimental apparatus for education science, ideal for funded projects and doctoral work.
A research instrument for leadership and human–AI interaction studies
How do executives build trust with an AI counterpart? What relational design sustains motivation over a full program? EVA’s multi-channel, multi-modal design offers a controlled environment for research on embodied presence, trust calibration, and human–AI collaboration in leadership development — questions at the frontier of both management research and AI research.
Corporate programs as a source of organizational learning intelligence
In a custom corporate program, and with the corporation’s agreement, the research team can analyze how employees actually use EVA: which topics they return to, where they struggle, what questions the formal curriculum never anticipated. The institution delivers evidence-based conclusions — key concerns, skill gaps, and which future programs the employees’ own inputs justify. A single program becomes a diagnostic of the organization’s learning needs — and the pipeline for the next engagement.
A conversational research assistant for faculty and doctoral work
A research group’s corpus — papers, working documents, case libraries, interview transcripts — becomes a private, citable conversational assistant. Faculty and doctoral students can interrogate their own body of work, accelerate literature synthesis, and onboard new researchers into a stream of research in days rather than months.
Research dissemination and consortium upskilling
Every funded research consortium carries a dissemination and knowledge-transfer obligation. A dedicated EVA, grounded in the project’s validated outputs, lets partners, stakeholders, and practitioners engage with results long after the final conference — turning a static deliverable into an ongoing transfer channel. This positions EVA in the dissemination and knowledge-transfer work package of funded research consortia, whatever the project’s thematic domain.