For the joy of learning, and doing
“Intelligence only grows and bears fruit in joy. The joy of learning is as indispensable to study as breathing is to runners.” – Simone Weil
As a studio, we are driven by experimentation. Our target remains consistent, our methods vary. Ultimately, we want to add value to the institution of education by bringing together many heads, hearts, and hands.

Workshops and Courses
Hands-on, domain-specific, multidisciplinary workshops focused on applications and implications of AI for current and future practitioners

AI-Enabled Solutions
Custom automated agents built to reduce administrative tasks and costs, support teaching and teacher wellbeing, and facilitate deeper thinking and learning

Research & Investment
We collaborate with others working on the same problem set as us. We link real-world experiences with grounded education research and theory

Proprietary Products
We build our own suite of human-tech integrated products that enable shifts in education and learning at scale
Workshops and Courses
We deliver short and long duration hands-on intensives designed to enable current and future practitioners to become familiar with AI
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Domain Specific
Our workshops are designed for specific domains and fields of study so that learners can understand applications within their specific contexts
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Practical, Hands-On
Workshops are delivered by industry practitioners and leading academics to bring real-world, cutting-edge learning to the classroom or boardroom
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Course Collaborations
We partner with leading universities to offer 4–6-week in-depth courses in AI tailored for a specific audience
Early-Adopter Prototypes
A glimpse into how AI applications can enable education institutions
Admission Automation
Context: A mid-size university receives ~8,000 inquiries per year. The admissions team was overwhelmed by manual outreach, follow‑ups, document checks, and lead-classification. Large volumes also mean higher chances of errors and slip-ups.
Our AI Solution: A framework design of six interconnected workflows that agentically engage with each other, keeping human-in-the-loop, and cutting down inefficiencies from various steps in the admissions process.
Impact: Response time down from 36 hours to 15 mins, faculty and staff time slashed (>60%), human time reallocated to personal outreach & counseling
Mentor for Entrepreneurs
Context: An incubator engaged large numbers of women entrepreneurs across rural regions. With limited access to human mentors, the entrepreneurs were struggling to build their businesses.
Our AI Solution: A core AI mentor linked with multiple specialist bots for aspects like finance, marketing, distribution etc. In-built into the solution are context-relevant tools such as human escalation path, multilingual audio support, data monitoring and tracking, intelligence for business decision making.
Impact: 24×7 support coverage with custom responses, mentor’s active support time doubled, positive engagement and satisfaction, growth in business
Grading Assistant
Context: A biology department with ~150 students struggled to get timely feedback for written assignments; grading consumed >200 staff hours mid-semester.
Our AI Solution: We integrated an LLM-powered grading tool similar to models investigated at University of Ljubljana and Basingstoke College. Automated rubric-based scoring of essay responses, instant feedback through LMS integration, human overview layer to check edge cases.
Impact: ~80% reduction in grading time, feedback time cut down enabling students to absorb more, faculty report greater time for personalized guidance, and teaching practices.
Have the same vision as us?
Are you working on a research or business at the intersection of education and technology, particularly AI? If so, let’s find ways to collaborate.