Papaia Labs · Technology for learning
AI applied to learning,
with method.
AI tools to assess knowledge, develop skills and support studying. Adapted to the content and goals of universities and learning teams.
The problem
The critical moment is never trained: when you have to decide and act in a real situation.
01
Course
Content, theory, best practices. You understand what should be done.
02
In between: nothing
Nobody practices the hard conversation, the ambiguous decision, the real exam. It gets improvised live.
03
Reality
Avoidable mistakes, low-quality decisions and little confidence in critical moments.
Papaia exists to close that gap between learning and action.
What Papaia is
Tools to understand, practice and make progress with guidance.
Each experience starts with defined goals and content. People work through questions, practice with exercises or simulations and receive feedback to move forward, all in the browser.
What it is
What it is not
It complements courses, workshops and training programs with guided practice, feedback and progress tracking.
What we build
Three products. One shared method.
Choose a product for your needs: assess and reinforce knowledge, develop skills or support studying. We adapt content, scenarios, assessment criteria and metrics to your institution or team.
Radar
Knowledge assessment and reinforcement
Uses your content to create exercises that identify what each person knows and what needs reinforcement. Provides feedback and personalized practice, while educators and learning teams can track group progress.
Arena
Skills training
Helps people practice giving feedback, negotiating, handling difficult conversations or using AI through exercises and simulations. Each learning path combines guided practice, feedback based on defined criteria and progress tracking.
Ateneo
Study tutor
Guides students with questions and sources to understand concepts and work through exercises. Uses the institution's materials and supports reasoning step by step.
And custom builds
If the challenge is specific to your institution or your team, we design and build it with you: use case, journey, scenarios, feedback criteria and dashboard.
How we work with AI
It's not a prompt. It's a method.
Before anyone writes their first message we have already validated which model to use for that topic, with which limits and against which test cases.
01
Benchmarking by topic
We test several models on the same domain and compare answers against pedagogical criteria, not impressions. We pick the best one and can explain why.
02
Practice and assessment design
Objectives, scenarios, rubrics and feedback criteria are defined before the first prompt. Assessment is embedded in the experience, not bolted on at the end.
03
Guardrails and test cases
Encapsulated rules and a battery of cases covering the expected scope and also the edges: off-topic, ambiguity, bad faith, asking for the answer.
04
Measurement and continuous improvement
Every interaction leaves data. We move from usage metrics to actionable evidence about comprehension, adoption and recurring difficulties.
What this process guarantees
Traceability and explainability
We know why every design decision is what it is, and anyone can verify the AI's work.
Scope covered
It answers within the scope defined by the organization.
Hallucination mitigation
Bounded context, cited sources and explicit limits in every interaction.
Data that stays yours
We don't train models on your organization's information. Insights are shown in aggregate.
Implementation
Three ways to work together.
Scalability, customization, method and measurement in all three. Choose based on the level of autonomy your organization needs.
SaaS
In our environment
Immediate access to the Papaia platform. Infrastructure, security and compliance stay on our side, with lower upfront investment and a short setup.
→ Ideal to start fast
Integrated
Within your organization
A configurable package that plugs into your infrastructure, AI model and databases. Information stays within your organization and your team controls access.
→ Maximum autonomy · unlimited users
Consulting
Guided development
Your team builds and we bring the judgment: AI architecture, pedagogical design, assessment and data. We transfer reusable frameworks, rubrics and templates.
→ Pedagogical judgment + AI architecture
Web application
Used from the browser. No installation required.
SSO and roles
Single Sign-On available. User, admin and super admin.
Protected data
Encryption and HTTPS across the platform. Only what's necessary is collected.
Argentine regulation
We comply with Law 25.326 and the AAIP framework in all three models.
Let's start with one course, or one skill.
A 30-minute demo with a real case of yours, to see the product working end to end.