DelfiN

Accountability Infrastructure

for Autonomous AI

We create verifiable records of what an AI system is obligated to do, what it actually does, whether its obligations are fulfilled, and what happens when they are violated.

Autonomous AI needs an accountability layer

Autonomous AI systems increasingly affect capital, users and other systems. Yet accountability for their behavior remains fragmented.


Identity establishes who an AI system is.

Policies define what it should do.

Monitoring captures what happened.

Reputation provides trust signals.


But there is still no common infrastructure to establish:


  • whether an AI system fulfilled its obligations
  • what evidence supports that conclusion
  • how violations are verified and disputed
  • what consequences follow a confirmed violation.
Identity. Policies. Monitoring. Reputation.
Accountability is still fragmented.

From AI behavior to verifiable accountability

DelfiN creates a Verifiable Accountability History

→ for AI-systems

→ for AI Marketplaces

→ for Providers and Operators

→ for Enterprises and AI employees

Built for AI ecosystems

AI-Agent Marketplaces

Build a trusted AI platform with verifiable accountability


  • Increase marketplace quality and attractiveness
  • Manage large numbers of AI systems transparently
  • Reduce reputational risk
  • Create competitive advantage through verifiable responsibility.

AI System Providers

Prove the quality and responsible behavior of your AI systems


  • Build a verifiable history of AI behavior
  • Reduce the risk of unfounded claims
  • Demonstrate responsible development
  • Gain a competitive advantage on AI platforms

Enterprises

Build a consistent accountability model for AI employees


  • Establish an AI Governance framework
  • Reduce the risks of scaling autonomous AI
  • Prepare infrastructure for regulatory requirements
  • Apply one accountability approach across AI systems

Validating the first deployments

DelfiN is currently validating its Accountability Infrastructure with DeFi AI-agent marketplaces as the first application market. We are looking for pilot partners to deploy the first accountability workflows for autonomous AI systems.


We are also opening conversations with strategic investors for our pre-seed round.

Our team

  • Tatiana Vodopianova
    CEO · Founder
  • Denis Smirnov
    Co-Founder · AI & Blockchain Research
  • Oleg Dubinkin
    CTO · Co-Founder
  • Natalia Grazhdankina
    Product Manager
  • Lena Kotlyar
    Head of Design
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