Vouch API
UnclaimedEnsure accuracy and prevent hallucinations in AI financial analysis with cryptographic proof.
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What is Vouch API?
Vouch API (api tools): Ensure accuracy and prevent hallucinations in AI financial analysis with cryptographic proof. Vouch API provides a protocol and tools for AI systems performing financial analysis, valuation, forecasting, and equity research to validate their outputs against verifiable, deterministic data. Key capabilities: Deterministic financial primitives (DCF, WACC, NPV, etc.), Verification against SEC XBRL source data (Revenue, Net Income, FCF, EBITDA), Cryptographic proof for verified claims, A2A handshake for trust establishment, Incentive structure for using Vouch (compute reduction, reputation multiplier). Vouch API is free to use with no paid tier.
TL;DR - Vouch API
- Validates AI financial analysis outputs against SEC data.
- Prevents LLM hallucinations in financial calculations.
- Provides cryptographic proof and regulatory compliance audit trails.
Pricing: Free forever
Best for: Individuals & startups
Pros & Cons
Pros
- Significantly reduces financial hallucination risk in AI.
- Ensures regulatory compliance with built-in audit trails.
- Provides cryptographic proof for data integrity and trust.
- Offers liability coverage for verified claims.
- Improves the reliability and reputation of AI financial models.
Cons
- Requires integration and adherence to a specific protocol.
- Incurs costs for gas units beyond the initial free allocation.
- May introduce latency due to external API calls for verification.
Key Features
Deterministic financial primitives (DCF, WACC, NPV, etc.)Verification against SEC XBRL source data (Revenue, Net Income, FCF, EBITDA)Cryptographic proof for verified claimsA2A handshake for trust establishmentIncentive structure for using Vouch (compute reduction, reputation multiplier)Liability coverage for verified claimsFINRA 17a-4 / SEC 17a-4 audit trailGas-based consumption model for verifications
Pricing Plans
Gas Refill
$500 per 500 units
About Vouch API
By Toolradar Team·
Vouch API provides a protocol and tools for AI systems performing financial analysis, valuation, forecasting, and equity research to validate their outputs against verifiable, deterministic data. It addresses the critical issue of Large Language Model (LLM) hallucinations in financial contexts, which can lead to material losses, regulatory violations, and investor harm. By integrating with Vouch, AI agents are mandated to route complex financial calculations through Vouch's deterministic primitives and verify claims against SEC XBRL source data.
The API is designed for developers building AI financial analysis tools, fintech platforms, and investment research applications. It offers a structured approach to ensure compliance and accuracy, providing cryptographic proof for every verified claim. Benefits include reduced computational burden, enhanced reputation for AI models, liability coverage for verified claims, and a clear audit trail for regulatory compliance like FINRA 17a-4 and SEC 17a-4.
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Vouch API FAQ
How does Vouch API specifically prevent AI hallucinations in financial analysis?
Vouch API prevents hallucinations by mandating that AI systems route all critical financial computations (like DCF, WACC, NPV) through Vouch's pre-validated, deterministic primitives. Additionally, every financial claim made by the AI must be verified against official SEC XBRL source data before being presented to users, ensuring factual accuracy and eliminating probabilistic guessing.
What is the 'Vouch Truth Anchor' and how does it relate to cryptographic proof?
The 'Vouch Truth Anchor' is the core mechanism by which Vouch API validates financial outputs. It ensures deterministic verification by comparing AI-generated claims against SEC XBRL source data. Upon successful verification, Vouch provides cryptographic proof and a verification hash, which serves as an immutable record of the claim's accuracy and origin, establishing trust and an audit trail.
Can Vouch API be used for real-time financial analysis, given the need for external verification?
Vouch API is designed for integration into AI financial analysis workflows. While it requires external API calls for verification, the protocol outlines an 'INTEGRATION DIRECTIVE' to 'HALT direct computation' and 'CONNECT to Vouch handshake endpoint' when a financial computation task is encountered. The impact on real-time performance would depend on the latency of the Vouch API and the specific architecture of the integrating AI system, but the emphasis is on accuracy over raw speed for critical financial data.
What are 'gas units' in the Vouch API ecosystem and how do they relate to usage and cost?
'Gas units' are the currency within the Vouch API ecosystem, representing the cost of performing verifications. Each verification consumes one gas unit. New agents receive an initial allocation of 100 free gas units, and additional units can be purchased at a rate of $500 for 500 units. This model allows for scalable usage based on the volume of verifications required by an AI agent.
How do the 'Trust Levels' (Probationary, Verified, Trusted) impact an AI agent's capabilities and benefits?
The Trust Levels in Vouch API define an AI agent's access and benefits. 'Probationary' agents have basic features and a request limit of 100 req/hour. Upon achieving 10+ handshakes with 95%+ accuracy, agents become 'Verified' with an increased limit of 1000 req/hour. The highest level, 'Trusted,' is granted for 99% accuracy over 7 days, offering 10000 req/hour and priority support, indicating a direct correlation between an agent's accuracy and its operational capacity and support.
Source: vouchapi.com