Amplifying voices through AI-powered democracy

Deliberate transforms how Europe's innovation community collaborates, ensuring every idea contributes to breakthrough solutions.

Powered by cutting-edge artificial intelligence, Deliberate bridges political science, social innovation, and digital democracy -enabling academics, industry leaders, and policymakers to co-create at scale. From argument mining to automated summarization, this platform makes large-scale participatory innovation not just possible, but powerful.

What is Deliberate?

Deliberate is an AI-powered public consultation platform developed by Novelcore that promotes digital democracy and participatory innovation at scale. As a core component of the TRIANGLE project, Deliberate bridges political science, social innovation, argumentation, and digital democracy, enabling academics, industry leaders, and policymakers to co-create solutions together.

The platform enhances participatory processes by supporting public engagement through advanced mechanisms including argument mining, automated summarization, and intelligent categorization. These AI features improve transparency and trust between citizens, researchers, and decision-makers, making large-scale collaborative innovation possible across diverse European communities.

Want to Learn More About Deliberate?

Deliberate is developed by Novelcore, a TRIANGLE consortium partner specializing in AI-powered civic participation and digital democracy solutions. The platform has been successfully deployed in numerous public consultation contexts across Europe.

Core AI-Powered Features

Deliberate leverages advanced artificial intelligence to transform how communities engage in meaningful dialogue and collective decision-making. The platform's intelligent features ensure that every contribution is captured, analyzed, and integrated into actionable insights.

🔍 Argument Mining

Automatically identifies and extracts key arguments, claims, and evidence from participant contributions. The AI recognizes patterns, connections, and relationships between different viewpoints, creating a structured knowledge base from complex discussions.

📊 Automated Summarization

Generates concise, accurate summaries of lengthy discussions and consultations. Participants can quickly grasp the main themes, consensus points, and areas of disagreement without reading through hundreds of individual contributions.

🏷️ Intelligent Categorization

Organizes contributions into meaningful categories and themes using machine learning. The system adapts to the conversation context, ensuring relevant grouping that helps participants navigate complex multi-topic discussions efficiently.

📈 Real-Time Analytics

Provides dynamic performance metrics and engagement analytics as discussions unfold. Track participation levels, argument diversity, sentiment trends, and consensus-building progress to optimize consultation outcomes.

🌍 Social Knowledge Integration

Deliberate goes beyond simple data collection by creating social knowledge networks—connecting ideas, participants, and solutions across different consultation sessions. This enables cross-pollination of insights and helps identify emerging patterns across the entire TRIANGLE ecosystem.

Deliberate in the TRIANGLE Programme

Deliberate is strategically integrated throughout the TRIANGLE project to enhance participatory innovation and ensure diverse voices shape our pan-European ecosystem. The platform serves as the digital backbone for collaborative decision-making across all partner regions.

Participatory Sessions Across Partner Regions

Deliberate facilitates participatory consultation sessions conducted across Albania, Cyprus, Greece, and Spain during the pilot phase, expanding to all EU Member States in the full-fledged programme. These sessions bring together academics, students, researchers, industry partners, and policymakers to collectively address challenges and co-create solutions.

Key Applications in TRIANGLE

  • Programme Co-Design: Participants contribute to shaping training content, mentoring frameworks, and programme structure based on real needs and local contexts.
  • Challenge Identification: Communities identify and prioritize innovation challenges that matter most to their regions, from digital transformation to green solutions.
  • Solution Development: Teams use Deliberate to brainstorm, refine, and validate innovative approaches with input from diverse stakeholders across the ecosystem.
  • Policy Feedback: Academic and industry leaders provide structured input on entrepreneurship policies, supporting evidence-based decision-making at institutional and regional levels.
  • Impact Assessment: Participants share experiences and outcomes, helping continuously improve programme effectiveness and measure long-term impact.

Fostering Transparency and Trust

By making all contributions visible, traceable, and analyzable, Deliberate creates unprecedented transparency in the innovation process. Participants see how their ideas connect to others, how consensus emerges, and how decisions are made. This openness builds trust among academics, industry partners, and institutions—essential ingredients for sustainable collaboration.

From Individual Voices to Collective Intelligence

Deliberate transforms hundreds of individual perspectives into actionable collective intelligence. The AI ensures no voice goes unheard, no good idea gets lost, and every contribution strengthens the final outcome. This is participatory innovation at European scale.

Transformative Benefits for the Innovation Ecosystem

Deliberate delivers measurable value across multiple dimensions of the TRIANGLE ecosystem, enhancing how we collaborate, innovate, and create lasting impact across European higher education and industry.

For Participants & Academic Entrepreneurs

  • Amplified voice: Every contribution is captured, analyzed, and integrated—no idea gets lost in the noise of large-scale consultations.
  • Accelerated learning: AI-generated summaries help participants quickly understand complex discussions and diverse perspectives without information overload.
  • Enhanced collaboration: See how your ideas connect with others, discover potential collaborators, and build on complementary thinking across borders.
  • Inclusive participation: Asynchronous engagement options and intelligent categorization ensure everyone can contribute meaningfully, regardless of schedule or communication style.
  • Transparent processes: Clear visibility into how decisions are made and how collective intelligence emerges builds trust and engagement.

For Higher Education Institutions & Partners

  • Data-driven insights: Rich analytics reveal what matters most to your academic community, informing strategic decisions about programme design and resource allocation.
  • Evidence-based policy: Structured argumentation and clear documentation support evidence-based policy development for entrepreneurship education and innovation support.
  • Scalable engagement: Reach and meaningfully engage hundreds or thousands of stakeholders without proportional increases in administrative burden.
  • Cross-institutional learning: Compare approaches, outcomes, and best practices across partner institutions to accelerate organizational learning.
  • Accountability & transparency: Documented consultation processes demonstrate responsible governance and stakeholder engagement to funders and oversight bodies.

For the European Innovation Ecosystem

  • Pan-European perspective: Aggregate insights across countries and regions reveal shared challenges and opportunities for coordinated action.
  • Bridging silos: Connect academic research, industry needs, and policy priorities in structured dialogue that generates actionable outcomes.
  • Democratic innovation: Model how AI can enhance rather than replace human decision-making in complex, multi-stakeholder contexts.
  • Knowledge preservation: Create a lasting repository of innovation challenges, proposed solutions, and collective wisdom that continues to inform future initiatives.
  • Systemic change: Foster the cultural shift toward participatory, evidence-based innovation that TRIANGLE aims to embed throughout European higher education.

Building the Future of Collaborative Innovation

Deliberate isn't just a tool—it's a catalyst for transforming how Europe's innovation ecosystem operates. By making large-scale collaboration efficient, transparent, and inclusive, we're creating new possibilities for addressing complex challenges together. This is digital democracy in action, powering the next generation of European innovation.

Technology & Platform Architecture

Deliberate is built on a robust, scalable architecture that combines cutting-edge AI technologies with user-centered design principles. The platform represents years of research and development at the intersection of political science, social innovation, and digital democracy.

Core Technologies

  • Natural Language Processing (NLP): Advanced algorithms extract meaning, sentiment, and structure from participant contributions across multiple languages.
  • Machine Learning Models: Continuously improving classification and categorization systems that adapt to the specific context of each consultation.
  • Argument Mining Engines: Specialized AI identifies claims, evidence, reasoning patterns, and relationships between different arguments.
  • Knowledge Graph Technology: Creates interconnected networks of ideas, participants, and topics to reveal hidden patterns and connections.
  • Real-Time Analytics Dashboards: Dynamic visualization tools that present complex data in accessible, actionable formats for facilitators and participants.
  • Secure Cloud Infrastructure: Enterprise-grade security and scalability ensure data protection and reliable performance even with thousands of concurrent users.

Accessibility & User Experience

Deliberate is designed with accessibility and inclusivity at its core. The platform features:

Intuitive Interface

Clean, user-friendly design requires minimal training. Participants focus on contributing ideas, not learning complex software.

Multi-Language Support

Consultations can be conducted in multiple European languages, with AI working seamlessly across linguistic boundaries.

Mobile & Desktop

Fully responsive design works perfectly on smartphones, tablets, and desktop computers for participation anywhere.

Flexible Engagement

Synchronous and asynchronous participation modes accommodate different schedules and communication preferences.

How TRIANGLE Participants Access Deliberate

Access to Deliberate is seamlessly integrated into the TRIANGLE programme experience:

During the Programme:

  • Automatic integration: All accepted TRIANGLE participants receive access credentials as part of their programme onboarding.
  • Guided onboarding: Brief tutorial sessions ensure everyone can use the platform effectively from day one.
  • Scheduled consultations: Participants are invited to specific consultation sessions relevant to their cohort, region, or areas of interest.
  • On-demand access: View past consultations, explore insights, and engage with archived discussions throughout the programme.
  • Technical support: Dedicated support team available to assist with any platform-related questions or technical issues.

Contact & Support

For technical questions about Deliberate or to discuss potential applications beyond TRIANGLE:

Novelcore - Technical Partner

📧 Email: info@novelcore.eu

🌐 Website: novelcore.eu

📍 Based in Greece, serving pan-European innovation initiatives