> ## Content Index
> Fetch the complete content index at: https://www.automatiqa.io/llms.txt
> Use this file to discover other available public pages before exploring further.

# Auspex
- URL: https://www.automatiqa.io/auspex/
- Published: 2026-07-27T10:37:47.000Z
- Updated: 2026-09-02T16:10:00.000Z
- Description: Auspex is a prediction and forecasting harness for supply chain operations. Connect a table, pick a model, read the signs. Zero-shot tabular prediction and time-series forecasting behind one interface, with confidence intervals on every prediction, exposed as an MCP server.
- Author: Aleks Sidorecs
- Tags: project, #wip, supply chain, forecasting, zero-shot, conformal prediction, MCP, #apache-2, #readiness-10

Auspex is a prediction and forecasting harness for supply chain operations. Connect a dataset, choose a backend, get predictions with confidence intervals attached - no pipeline, no feature engineering, no training run.

It handles two task shapes today - tabular prediction for delay risk, quality and supplier scoring, and time-series forecasting for demand, inventory and freight - and the set will widen as zero-shot models prove themselves on more of the operational picture. Zero-shot foundation models sit behind the same interface as classic methods, so moving from exploration to production scoring is a config change rather than a rewrite.

The harness exposes itself as an MCP server, which means any agent can call prediction as a tool. Apache-2.0 licensed.