General

For Developers

Technical

Enterprise & Compliance

Adoption & Integration

Vision & Future

FAQs

  • Covia.ai is the Universal Grid for AI, a federated orchestration infrastructure that enables AI systems to work across organisational boundaries. We solve the problem where most enterprise AI fails: at the boundaries between companies, clouds, teams, and jurisdictions. One command, Grid.run(workflow), replaces months of integration code.


    For example, enabling a LangChain application at a startup to work with customer data in their Azure environment without moving the data - something impossible today without Covia.

  • Most AI projects fail when they hit organisational boundaries. Every AI team spends 40-60% of their time writing brittle integration code. Enterprise POCs take 6-9 months (and moving to production even longer) because AI can't deploy in customer environments without moving data. Multi-agent systems can't collaborate across companies. We solve this with one command: Grid.run(workflow) - enabling AI to work anywhere it needs to work.

  • Those tools orchestrate within single organisations. Covia federates across boundaries. LangChain helps you build agents, Airflow schedules workflows, n8n automates processes, but none can execute across companies or clouds while maintaining data sovereignty. We don't replace these tools; we make them work together across boundaries.

  • Orchestration coordinates tasks within a single trust domain. Federation enables coordination across multiple trust domains without centralising data or control. Think of it this way: orchestration is conducting one orchestra, federation is coordinating multiple orchestras to play together without merging them.

  • The Universal Grid for AI is a federated execution network that allows AI systems to work together across any boundary - organizational, cloud, departmental, or geographic - without centralizing data or control. Think of it as the internet for AI execution: just as the internet connected computers while letting them remain independent, the Universal Grid connects AI systems while maintaining sovereignty. Every AI agent, model, and workflow can plug into the Grid and instantly work with others, regardless of where they live.

  • We're the only platform enabling true federated AI orchestration. While others orchestrate within boundaries (LangChain within apps, Airflow within companies, cloud platforms within their ecosystems), we orchestrate across ALL boundaries with cryptographic governance. Our Lattice Technology is a mathematical breakthrough that enables consensus without coordination - something no competitor can replicate quickly.

    • AI Engineers building multi-agent systems that need to work across boundaries

    • Platform Teams tired of maintaining thousands of lines of integration code

    • DevOps Engineers dealing with cross-cloud orchestration nightmares

    • Developers using LangChain/AutoGen who hit walls at organisational boundaries

    If you've ever thought, "This would be simple if everything worked together," you need Covia. Especially if you have POCs failing due to deployment issues, or deals blocked by data sovereignty requirements.

    • Multi-party AI workflows: Hospital AI coordinating with research institutions

    • Cross-cloud orchestration: AWS agents working with Azure systems

    • Partner integrations: Your LangChain app working with customer's AutoGen

    • Federated learning: Training models across organisations without sharing data

    Compliance workflows: EU AI Act compliant cross-boundary execution

  • No. We provide adapters that federate your existing code. Just wrap your current workflow with our federation layer.

  • Log in to the Covia.ai web application at app.covia.ai, and federate your first workflow in under 5 minutes. We provide adapters for major orchestration tools, databases, models, and infrastructure. See the list of adapters here, and please don't hesitate to contact us if you have additional needs.

  • Without Covia: 1000+ lines of custom integration, VPN setup, retry logic, audit code With Covia: 3 lines - grid = Grid.connect(), configure boundaries, grid.run(workflow) We handle retries, state management, audit trails, and compliance automatically.

  • Yes. Core federation infrastructure is open source (Apache 2.0). We monetise through usage-based pricing for production workloads and enterprise features (advanced compliance, SLAs, on-premise deployment).

  • MCP defines how to structure agent communication. Covia provides the execution infrastructure. Think of MCP as the language agents speak, Covia as the network they speak over. We're MCP-compatible and support MCP-defined agents natively.

  • Our patent-pending consensus mechanism enables coordination without central control. It's the mathematical breakthrough that makes federation possible, like how TCP/IP made the internet possible. Years of R&D, impossible to quickly replicate.

  • Yes. We will integrate with:

    • Orchestrators: LangChain, AutoGen, CrewAI, n8n, Temporal

    • Clouds: AWS, Azure, GCP, on-premise

    • AI Frameworks: OpenAI, Anthropic, Hugging Face, local models

    • Languages: Python, TypeScript/JavaScript, Go

  • Each organisation maintains its own state, but Covia provides cryptographic proofs of state transitions. Think distributed ledger for AI execution, everyone has their data, but everyone can verify what happened.

    • Cryptographic verification of every cross-boundary operation

    • Data sovereignty maintained—data never leaves your control

    • Zero-trust architecture—no implicit trust between organizations

    • Audit trails that span organisational boundaries

  • We're building for compliance from day one. Our roadmap includes: 

    • EU AI Act ready

    • SOC2, ISO27001 compliance frameworks

    • GDPR/HIPAA compatible architecture

    • Cryptographic audit trails for regulatory reporting

    EU AI Act compliance built in from day one, with cryptographic proof of governance for Articles 9, 13, and 26 requirements.

  • Yes. Our federated architecture is designed for:

    • Multi-cloud deployments

    • Air-gapped environments

    • Hybrid cloud/on-premise setups

    • Cross-jurisdiction operations

  • Minimal. Sub-5ms for most operations. The Lattice consensus mechanism is optimised for speed; we're talking production-grade performance, not research prototypes.

  • Most teams maintain 10-30K lines of orchestration glue code that breaks constantly. Covia replaces that with:

    • 70% reduction in integration time

    • Built-in resilience (retries, state management, error handling)

    • Compliance by default (audit trails, policy enforcement)

    • Future-proof as new AI tools emerge

    Your custom code becomes technical debt. Covia becomes strategic infrastructure.

  • Start small. Pick one painful integration, maybe LangChain to a partner's API, or cross-cloud orchestration. Show them Grid.run(workflow) replacing weeks of work. The demo sells itself. We also provide:

    • Architecture review sessions

    • Migration playbooks

    • Developer workshops

    • Community support

  • Yes. Our federated architecture is designed for:

    • Multi-cloud deployments

    • Air-gapped environments

    • Hybrid cloud/on-premise setups

    • Cross-jurisdiction operations

    • Community Discord: Get answers in minutes

    • Office Hours: Weekly sessions with our team

    • Documentation: Comprehensive guides and examples

    • Enterprise Support: Direct access to founders and engineers

  • Just as the internet created a universal network for computers, we're creating a universal execution grid for AI. Every AI system will need to work with others. Federation isn't optional, it's inevitable.

    Just as TCP/IP enabled the internet by letting computers talk across networks, Covia enables the AI grid by letting AI systems work across organizations.

  • Network effects. Each organisation joining makes the grid more valuable for everyone else. We become the standard for cross-boundary AI execution—the TCP/IP layer of the AI era.

  • Yes. Our federated architecture is designed for:

    • Multi-cloud deployments

    • Air-gapped environments

    • Hybrid cloud/on-premise setups

    • Cross-jurisdiction operations

  • Apply to become a design partner or email hello@covia.ai with:

    • Your biggest cross-boundary AI challenge

    • Current tech stack (LangChain, Airflow, etc.)

    • Timeline and urgency

    Early adopters get: free usage through 2025, direct founder support, influence on product roadmap, and the "Federation Pioneer" badge. We're particularly interested in AI startups with enterprise POCs, healthcare/finance organisations, and multi-cloud deployments.