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Origo: Cryptographic Proofs for AI Decisions & API Executions

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Origo: Cryptographic Proofs for AI Decisions & API Executions

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kunaldhongade Dec. 13, 2025
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Industries

CybersecurityFinance/DeFi

Technologies

Blockchain & infrastructureData science & analyticsLLMs & NLP

Tags

AICrypto

Description

Origo is a cryptographic trust layer that makes AI decisions and API executions provable, tamper-proof, and audit-ready. It records what data was used, what decision was made, and what action was executed, generating verifiable proofs that can be independently audited by enterprises, regulators, and users.

Detailed Idea

Alignment with DF goals (BGI, Platform growth, community)

Problem description

Modern AI systems and automated APIs operate as black boxes. Enterprises, governments, and financial systems cannot reliably prove how a decision was made, whether inputs were tampered with, or if outputs were altered. This lack of verifiability creates trust, compliance, and legal risks, especially in regulated environments like finance, healthcare, and public infrastructure.

Proposed Solutions

Origo introduces a cryptographic trust layer that records AI inputs, model decisions, and API executions as verifiable proofs on-chain or via immutable logs. Each action is signed, timestamped, and traceable, enabling audits, compliance checks, and dispute resolution. Origo integrates as middleware without changing existing AI models or APIs.

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