PPrevention-AI Beta
Web Terminal RU
📢 Beta-Testing Period: all AI features across all applications are currently enabled for free.
Open Source

Open Infrastructure for Digital Workspaces

For psychologists, directors of educational and other youth organizations, government and municipal specialists responsible for organizing and providing preventive care.

  • ✓ 1-Day Deployment: Requires no servers or IT personnel.
  • ✓ HIPAA & GDPR Compliant: 100% professional secrecy guaranteed through a local-first vault architecture.
  • ✓ Flawless Reports: The system automatically generates immaculate documents for any regulatory inspections.
  • ✓ Freedom from Routine: What used to take 40 minutes for case documentation now takes 2 minutes with the Terminal.
Pilot for Centers & Schools Data Sovereignty
At a Glance

Unified Ecosystem.

Specialized free and secure applications and dashboards that together form a complete infrastructure to support the psychological well-being of minors.

1. Territorial Dashboards
Government

Territorial Dashboards

Macro-analytics for local authorities, education departments, and other agencies — without exposing students' personal data.

  • ✓ Consolidated metrics by district, municipality, and region
  • ✓ Automatic bottom-up data aggregation across organizational hierarchies
  • ✓ Reach and thematic dynamics of preventive work
  • ✓ Map of risks and problem areas in the territory
  • ✓ No access to minors' personally identifiable information (PII)
  • ✓ Automatic data aggregation from all organizations
Learn More
2. Organization Dashboards
Directors

Organization Dashboards for Directors

Analytics at the level of an educational organization or other youth institution — for principals and administration.

  • ✓ Overview of the school psychological service activities
  • ✓ Student reach by work type (consultations, groups, diagnostics)
  • ✓ Specialist workload and adherence to normative standards
  • ✓ Tracking of annual plans and individual preventive routes
  • ✓ Case themes without student personal data
  • ✓ Single link connection to the territorial dashboard
Learn More
3. Workspaces
Specialists

Digital Workspaces for Psychologists

A complete professional environment for psychologists: case management, documentation, AI assistant, and automated reporting.

  • ✓ Consultation logs and student registry
  • ✓ Individual preventive routes with AI generation
  • ✓ Automatic completion of official reports
  • ✓ AI assistant for case analysis and writing conclusions
  • ✓ Group sessions and preventive programs
  • ✓ Workload tracking and time management
  • ✓ Student data is stored locally and encrypted (SQLCipher)
View Workspace
4. Teens & Families
Families

Teenology — App for Teens and Parents

A user-facing PWA for families: support for teens, tools for parents, and communication with specialists.

  • ✓ AI chat for teens in "just talk" and "figure it out" modes
  • ✓ Parent section: understand, support, communicate
  • ✓ Check-up: psychological self-assessments and mood tracking
  • ✓ Family Bridge — anonymized communication channel with the school psychologist
  • ✓ No ads, no profiling, HIPAA & GDPR compliant
Open Teenology About the Project
Security & Sovereignty

Designed for the Public Sector

An architecture that alleviates fears of local regulatory bodies and data leaks. Psychologists work in a secure perimeter, and the system is fully ready to transition to sovereign on-premise AI models.

🛡

Local-First Architecture (HIPAA/GDPR)

The database (SQLCipher) is physically stored on the psychologist's encrypted drive, not in the cloud. Names, schools, or addresses are never sent to the neural network — only anonymized behavioral patterns. AI works exclusively as a drafting assistant; the final decision is always made by a human.

🏛

Technological Sovereignty

The infrastructure is LLM-agnostic and currently powered by advanced models like Google Gemini. We are open to strategic partnerships to deploy secure Enterprise AI environments, creating a reliable standard for psychologists' digital workspaces in high-security institutions.

⚡

Deployment Without IT

Centers and schools do not need their own servers or DevOps engineers. The psychologist's terminal is downloaded and installed like a regular desktop app. The director views aggregated analytics through a browser. Seamless integration in 1 working day.

System Evolution

The Evolution of Adolescent Prevention Systems

The "Prevention-AI" platform was created to eliminate systemic gaps and bottlenecks in the public infrastructure for psychological support and prevention of deviations among adolescents. We transform fragmented processes into a single, manageable, and evidence-based ecosystem.

1

Unified Methodology vs Fragmented Approaches

⚠ Challenge

The traditional system lacks a unified vision. Participants in prevention (officials, theorists, practitioners from different agencies) often speak different languages and use uncoordinated tools.

✓ Platform Solution

All products — from specialist workspaces to family apps — run on a shared knowledge base with end-to-end metrics. The built-in "Academy" upskills specialists, forming a unified standard of work at all levels of prevention.

2

Transparent Telemetry vs Blind Spots in Reports

⚠ Challenge

Standard departmental reporting does not reflect the real picture. It fails to capture the operational level or answer questions about the actual workload of a school psychologist.

✓ Platform Solution

Advanced non-personalized telemetry. The system automatically generates detailed statistical arrays about specialists' work. Managers get accurate data on reach, workload, and request themes.

3

"Evidence Factory" vs Intuitive Methods

⚠ Challenge

In practical psychology, it has historically been difficult to collect an objective evidence base for the effectiveness of applied methods and programs.

✓ Platform Solution

Creating a continuous "evidence factory." Through big data analysis, AI algorithms constantly evaluate the effectiveness of preventive protocols, forming a reliable, scientifically grounded base for specialists.

4

Automated Macro-Analytics vs Expensive Research

⚠ Challenge

Collecting any reliable epidemiological data on the state of adolescents in a region is a long, complex, and extremely expensive process.

✓ Platform Solution

Seamless data aggregation. The platform collects massive amounts of anonymized data in the background at no extra cost. This information is instantly reflected in Territorial Dashboards, giving authorities a real-time heat map of risks.

5

Technological Equality vs Geographical Barriers

⚠ Challenge

Today, the quality of a psychologist's work heavily depends on their geography. Access to advanced methods, supervision, and updates is vastly different between major cities and remote areas.

✓ Platform Solution

100% equal access. The platform provides the most advanced resources and AI tools to all specialists without exception — whether they work in a metropolitan center or a rural school.

6

Real Human Connection vs Paper Routine

⚠ Challenge

Specialists responsible for children's health are overwhelmed by bureaucracy. A huge portion of their time is spent filling out paperwork instead of helping adolescents.

✓ Platform Solution

The AI assistant takes over the routine. Automatic filling of logs and generation of plans and reports frees up the psychologist's time for what they entered the profession to do: real human interaction.

Governance & Sustainability

Financially Sustainable Open-Source Infrastructure.

100% Free Core

Digital Workspaces

The base infrastructure — the psychologist's CRM, document management tools, school director dashboards, and government authority panels — is 100% free and open-source. This ensures every specialist and educational institution has access to modern tools and training without financial burden or vendor lock-in.

Subscription

AI Analytics

Advanced AI assistants for real-time case analysis and document drafting operate on a paid subscription basis (from $15/mo). This model directly covers ongoing expenses for LLM tokens and cloud computing, making the open infrastructure self-sustaining.

Founder and Platform Architect

Author & Solo Developer

Roman Dubrovsky, Psychologist, PhD, expert in mental health and psychosocial support, researcher, and adolescent psychologist with 25 years of experience in youth prevention, public health policy, and social research.

"The Prevention-AI platform was created with profound respect for the daily labor of frontline specialists responsible for the psychological well-being of minors — doing perhaps the most difficult work that exists — in order to free them from routine bureaucracy and give them back time for real human connection."

ORCID ID: 0000-0001-9876-9798
D-U-N-S® Number: 933915533

LinkedIn
Deploy a Digital Workspace

How to Get Started

Try a demo for your role, launch the web version, or install the full desktop client

1 · Explore

No-Registration Demo

Realistic data — try any workspace in seconds.

Explore Workspaces →
2 · Start

Web Terminal

No installation needed, right in your browser. Data stored in a secure cloud.

  • ✓ Case logs & student registry management
  • ✓ Multi-user team access for whole service
  • ✓ Automated documentation & reporting

⚠ No offline mode or local encryption

Sign Up Online →
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3 · Install

Full Terminal (Desktop)

Installs on your PC. Student data is stored locally with full encryption.

  • ✓ Everything in the web version +
  • ✓ Local encryption of student records (SQLCipher)
  • ✓ Standardized reporting forms & Prevention Plans

💡 One unified application for all roles: select your mode (psychologist, director, or authority) upon launch.

4 · Sign In Terminal already configured on this device? Sign in to Terminal →