A unified AI ecosystem for developers, enterprises and national-scale systems

The AVA Platform is the meeting layer of the entire Resonant Intelligence stack: it connects developers, enterprises, public institutions and national systems on top of AVA Core, AVA Nodes and all sector-specific modules (FIN-Optim, HEAL-Net, EDU-Flow, City-Flow, etc.).

Its purpose is to create a unified, energy-efficient, modular AI ecosystem where:

• – new applications can be developed rapidly,
• – existing systems can be integrated securely,
• – AVA modules and AVA Nodes can be managed transparently,
• – and everything is operated through a single, coherent control layer.

The Platform is not just another “black-box” AI product, but an open, scalable operating environment built around AVA technologies.

What does the AVA Platform do?

The AVA Platform supports development and integration across several layers:

1. Developer Ecosystem (AVA SDK & Dev Tools)

• – libraries and APIs for accessing AVA Core and AVA modules
• – templates for building vertical solutions quickly
• – development environment for AVA-compatible applications
• – CI/CD integration, testing and benchmarking tools

2. Enterprise & Public-Sector Integration (Enterprise API & Connectors)

• – standardized REST / gRPC interfaces
• – connectors for banking, healthcare, education, industrial and government systems
• – identity and access management (multi-tenant, roles, audit)
• – logging, monitoring and SLA support

3. Module & Application Marketplace (AVA Marketplace)

• – official AVA modules and sectoral solutions
• – third-party extensions and add-ons
• – enterprise- and nation-scale applications
• – licensing and subscription framework for the ecosystem

4. AVA Node & RI-Net Management

• – deployment and configuration of AVA Nodes
• – RI-Net topology and load monitoring
• – energy-efficiency and runtime profiling
• – central dashboard for supervising the entire AVA network

Key advantages

• – Unified AI framework for all AVA-based solutions
• – Fast implementation with ready-made integration patterns for banks, hospitals, cities and factories
• – Significant cost and energy savings via Resonant Intelligence computation
• – Open ecosystem – external developers and partners can build on AVA
• – High transparency and control through monitoring, auditing and fine-grained permissions
• – Scalable from a single pilot to national or even international deployment

Where can the AVA Platform be deployed?

• – technology and innovation hubs
• – banks, insurers and financial institutions
• – hospitals and national healthcare networks
• – education systems, digital universities and e-learning platforms
• – industrial and manufacturing companies (smart factories, logistics)
• – cities, municipalities and governments
• – national digital initiatives (e.g. DMA – Digital Hungarian Brain)

Why is it safe and reliable?

• – no need to rebuild existing systems – it builds on current IT infrastructure
• – strict identity and access management (role-based access, tenant isolation)
• – transparent, auditable operation with detailed logs and reporting
• – data-residency support – data stays where the customer requires
• – aligned with sector and national standards (finance, healthcare, public sector)
• – integrated protection through RCF-Secure and AVA security modules

Integration with the AVA ecosystem

The AVA Platform is where the entire architecture comes together:

• – AVA Core – the central intelligence engine on which the Platform is built
• – AVA Nodes & RI-Net – the distributed, energy-efficient execution layer
• – RCF-LIM, RCF-Secure, ADC-Optim, HGO – native support for core technology modules
• – FIN-Optim, FIN-Secure, HEAL-Net, EDU-Flow, City-Flow, IND-Opt, ENE-Stab, GOV-OS, DMA, Global Brain – unified management of all sectoral and system-level solutions

The Platform ensures that these modules act not as isolated projects, but as parts of one growing AI ecosystem.

Project status

• – ready-to-start project with defined architecture and integration blueprints
• – suitable for developer, enterprise and national-level pilots
• – low integration risk through step-by-step deployment on top of existing systems
• – a central, strategic product within the AVA portfolio – enabling the scaling and distribution of all other AVA projects