01Module-level
A single professor
Running one flagship module. Wants to give every student personal attention without giving up the weekends.
Turn FacultyExpertise intoInteractive Avatars
We build avatars for educational institutions. Each one learns from a professor's lectures, voice, and teaching style so it can teach a class, answer questions, and support students' learning.
What it does
Three things, end to end.
01
We build it.
The professor sends us their lectures, slides and voice. We turn it into the source material the avatar teaches from.
- Faculty consent and likeness capture
- Lecture and slide ingest
- Tuned together with the professor
02
During lecture.
Students join a Zoom call. They see a 3D version of their professor in the browser. The avatar can teach a class or answer questions in a small group.
- Sessions of 45 to 90 minutes
- One to five students per consultation
- Web search and other tools
03
You see what happened.
Every session is tracked. Engagement, participation and outcomes, by student, by cohort, by module. Useful when a curriculum committee asks how it's going.
- Engagement timelines
- Participation by student
- Outcome indicators by cohort
How it works
Three steps. Configure, lecture, measure.
Three steps for each faculty avatar: configure the teaching graph, run live sessions, and track what changed.
Step 01Configure
Your material becomes a graph.
We extract principles, examples, edge cases, contradictions, and overrides from faculty lecture material. The avatar reasons from this course graph, not from a generic model.
- Lecture transcripts, slides, and notes are structured
- Principles and exceptions are mapped into a graph
- The avatar stays grounded in the course material
Extraction
Course graph
Lecture material
transcripts, slides, notes
extract
Knowledge graph
principles
examples
edge cases
contradictions
overrides
Extracts what matters: principles, examples, edge cases, contradictions, and override rules.
Step 02Lecture
It teaches in the browser.
Students join a Zoom call. The avatar shows up as a photoreal 3D version of the faculty member. It can give a lecture, run a small consultation, or pull up a slide.
- The avatar can ask questions to students during lecture
- Students can raise their hand and ask a question anytime
- The avatar takes note of participation
LiveLecture
23:14When inputs cluster, the policy changes.
Step 03Measure
You see what worked.
Every session is tracked. Engagement, participation, outcomes, by student, by cohort, by module. The reporting holds up if a curriculum committee asks for it.
- Engagement is tracked across sessions
- Participation is visible by student and cohort
- Outcomes can be reviewed by module
Engagement
92%
↑ +8
Speak / student
6.4m
↑ +1.2m
Quiz uplift
+14%
↑ vs baseline
Sessions
38
↑ this term
Engagement, last 12 sessions
↑ trendParticipation
Mei J.92%
Arjun R.78%
Sara K.84%
Devon T.64%
Insight
Devon's participation is below cohort across the last three sessions. Worth scheduling a one to one.
Why universities pick us
Four things universities care about.
01
01
Faculty consent is required.
Avatars are created only with faculty approval, review, and sign-off before students see them.
02
02
Student data stays protected.
Session data is used for university reporting and student support. It is not sold, shared, or used to train models for other institutions.
03
03
It fits existing teaching workflows.
Students join scheduled Zoom sessions from the browser, and faculty can use the avatar for lectures, consultations, and Q&A.
04
04
Reporting supports academic oversight.
Engagement, participation, and outcomes are tracked by student, cohort, and module so programme teams can see what changed.
Who it's for
Four starting points. Same platform.
Some start with one module. Some with the whole school. The platform is the same. Only the scale changes.
02Multi-cohort
A department
Deploying a few avatars across several cohorts. Wants dashboards to compare modules and adjust as the term goes on.
03At scale
An institution
Rolling out across programmes and campuses. Wants institution-level reporting and a single contract.
04Long-tail
A research centre
Preserving the teaching of a senior researcher across new cohorts of students and collaborators.
Pricing
First-year build. Lower renewal after launch.
New customers start with a 12-month subscription, paid monthly. The first year includes avatar development, lecture development, implementation, testing, fine-tuning and launch support.
1
First year
Build, test and launch the professor avatars and lectures.
2
After year one
Renew existing avatars and lectures at annual run-rate pricing.
3
Scale bands
Rates automatically improve when your active avatar count grows.
Subject Matter Expert
First 12 months
For one department building its first faculty avatars.
SGD1,800/ month
12-month minimum, paid monthly
2 professor avatars, 5 lectures each
- Professor avatar development
- Lecture development and testing
- Implementation, fine-tuning and launch support
- Analytics dashboard
- Hosting, runtime and model tokens
- Priority support
Most chosen
Academy
First 12 months
For multiple faculty deploying across cohorts.
SGD3,000/ month
12-month minimum, paid monthly
5 professor avatars, 5 lectures each
- Professor avatar development
- Lecture development and testing
- Implementation, fine-tuning and launch support
- Advanced analytics dashboard
- Hosting, runtime and model tokens
- Priority support
Institution
Custom rollout
For school or institution-wide deployment.
Custom
Custom contract and rollout
30+ professor avatars, custom lecture volume
- Custom avatar and lecture build
- Acceptance testing and rollout planning
- Full admin and analytics suite
- SSO and custom integrations
- Hosting, runtime and model tokens
- Dedicated success manager
After year one
Renewal and add-on pricing.
Your rate is based on active avatar count. Start with SME, then move into Academy rates automatically once you reach 5 active avatars.
SME rates
2 to 4 active avatars
Avatar
S$800 / avatar / year
Lecture
S$300 / lecture / year
Sessions
S$3.50 / extra session
Edits
S$1.00 / edit minute
Analytics
Module analytics
Academy rates
5 to 29 active avatars
Avatar
S$500 / avatar / year
Lecture
S$200 / lecture / year
Sessions
S$2.50 / extra session
Edits
S$0.50 / edit minute
Analytics
Admin and analytics included
Institution rates
30+ active avatars
Avatar
S$400 / avatar / year
Lecture
S$200 / lecture / year
Sessions
S$2.30 / extra session
Edits
S$0.50 / edit minute
Analytics
Admin and analytics included
Included sessions
Each renewed lecture includes 100 sessions per year.
Session size
A session supports 1 to 5 concurrent attendees.
Counted once
Whether 1 or 5 people join, it counts as one session.
Keynote Speaker
One-time Activation
Use a pre-built avatar and approved lecture in another department, institution or event. Light lecture fine-tuning is included. No new avatar build is included.
50 seats
SGD1,000
S$20 / seat, paid once
100 seats
Popular
SGD1,800
S$18 / seat, paid once
200 seats
SGD3,000
S$15 / seat, paid once
Common questions
Frequently asked questions
The professor sends us their lectures and voice samples. We turn it into the source material the avatar teaches from. Then we tune it with the professor over a few sessions. Nothing reaches students until the professor is happy with it.
Students join the scheduled Zoom session from a browser link, the same way they would join a normal online class.
You do. We don't deploy your avatar anywhere else. Student data isn't sold or shared, and we don't use it to train models for other people.
Every session is tracked. You see participation, attention and outcomes, per student, per cohort, per module.
Yes. We can hook up web search and other APIs. Tell us what you need.
Bring it to your department.
Pick a tier and we'll get you set up. If you'd rather talk first, write to us at support@nuggt.io.