We build deterministic AI execution systems. Intelligent routing picks the best model for every task. Structural validation catches errors before they reach your application. The result: higher accuracy at a fraction of the cost.
Not a language model. A deterministic routing and validation layer. For every task, it queries empirical benchmark data to find the best model, calls it, validates the output structure, and retries with the next-best model on failure. No LLM in the validation loop — pure structural checks at CPU speed.
Document extraction for accountants. Invoices, receipts, W-2s, 1099s, bank statements — 113 document types. Upload a document, get structured data back. Powered by Athanar CI.
bookpull.ai →In 1973, Rex Sinquefield launched the first index fund for individual investors. The insight: don’t pick one stock — allocate across the entire market. We apply the same principle to AI. No single model is best at everything. Empirical data proves it. Intelligent routing — picking the right model for each specific task — beats any single-provider bet. Every time.