LAWRENCEVILLE, Ga. - TelAve -- The Problem: AI Agents Operating on Outdated Assumptions.

As AI systems increasingly operate without human oversight, As-Of.ai provides the verification layer needed to prevent confident mistakes caused by outdated data, policy changes, or model drift. While AI agents excel at reasoning and code generation, they struggle with a fundamental challenge: knowing when their assumptions are no longer valid. "Humans have Stack Overflow and documentation when code breaks," said Shannon Ashby, creator of As-Of.ai. "AI agents had nowhere to go. As-Of.ai is infrastructure specifically designed for autonomous systems that need to validate 'is this still true?' before taking action."

As-Of.ai accepts validation requests containing assumptions and supporting signals, then returns a verdict (VALID, INVALID, or CONFLICTED) with confidence scoring and conflict resolution. The service operates on 3 tiers:

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Lite ($0.50): Basic verdict and confidence score for quick checks
Pro ($1.00): Adds evidence and explanation for auditable decisions
Max ($2.50): Full conflict detection, risk analysis, & recommended actions for high-stakes decisions

Real-World Applications

ML Model Monitoring: Validate whether production models are still accurate by checking drift metrics, performance degradation, &
Business Automation: Verify that policy assumptions

Agentic AI Systems: Enable autonomous agents to self-check assumptions before executing code, making predictions, or taking actions that affect users or systems.

Early Testing Results

In validation testing, As-Of.ai successfully detected conflicts between official policies and real-world data that would have caused automation failures. For example, when validating USPS First-Class Mail delivery assumptions, the MAX tier identified that while the official service standard states 1-3 business days, support documentation and tracking data showed actual delivery times of 4-6 days during peak periods, preventing potential customer service issues from false promises.

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Integration and Availability
As-Of.ai is currently available via API and integrates with:

Anthropic's Claude via tool use
LangChain and CrewAI frameworks
OpenAI function calling
Any MCP-compatible agent
Direct REST API calls from Python, JavaScript, Go, Rust, Java, C#, Ruby, and PHP

Target Market
As-Of.ai serves:

AI/ML engineers deploying production models
Developers building autonomous AI agents
Companies automating business processes with AI

Technical Innovation
As-Of.ai's conflict detection system

Priority ranking: Source authority and reliability
Recency scoring: How fresh the data is
Confidence calibration: Uncertainty quantification
Conflict resolution: Identifying which signals "wiAs-Ofn" when sources disagree

Looking Ahead
"We're building for the post-human development era," said Shannon Ashby. "When AI agents are writing, deploying, and maintaining their own systems, they need infrastructure to prevent mistakes. That's what As-Of.ai provides."

https://asofai.com/