AION Veritas

The problem

Before the market opens, every trader wants the same thing: some sense of where the index is likely to trade. What is available is mostly one of two useless extremes.

At one end, confident directional calls — "NIFTY to 25,400 today" — which are advice dressed as analysis, are wrong often enough to be dangerous, and conveniently disappear when they miss. At the other end, silence, or commentary so hedged it carries no information at all.

Neither helps you size a position. A trader does not need to be told what to do. They need to know the plausible range, and they need to know how often the source of that range has been wrong before.

How it solves it

Veritas publishes a pre-open probability band for NIFTY 50, NIFTY BANK and SENSEX: a range, with the confidence attached to it, before the session begins.

It states a range rather than a direction on purpose. A range is something you can position around and size against. A direction is an instruction, and issuing instructions is not what we do.

Every prediction is scored afterwards and published, including the misses. The daily validation receipts are permanent and public, so the hit rate is something you can audit yourself rather than something we assert. A forecaster who publishes only their successes is not giving you information; they are giving you marketing.

How to use it

Daily bands

Published pre-open on the Veritas page.

The scorecard

Every dated receipt, hits and misses alike, at validation receipts.

Specification

Scope, inputs and known limits in the model specification.

How to read a band

• The band is a range of plausible outcomes, not a target and not a prediction of a close.
• A band that is wide is telling you something real: the session is genuinely uncertain. Narrowing it artificially would be a lie that makes the output look better.
• Input quality on any given morning bounds output quality. Thin overnight data produces a weaker band, and the receipt says so.