Know the range before the market opens.
AION Veritas delivers a daily 80% calibrated probability band for your chosen Indian index: published by 08:55 IST, validated publicly the same afternoon. Misses are on the record.
TODAY'S FREE BAND · NIFTY 50 · published 09 Oct 2026, 08:47 IST
New here? Before the market opens, the model estimates the RANGE each index is likely to TRADE WITHIN during the FIRST 15 MINUTES of the session. It is a probability range for that early window, not a forecast of where the day ends, and not a buy or sell call.
Today's first-15-minute bands for NIFTY 50 👇
In the first 15 minutes, the model expects NIFTY 50 to trade within 22,083 and 22,332.
• Expected first-15-minute range: 22,083 to 22,332. Most days the index trades inside this range in the opening minutes. The centre of the range is about 22,226.
• How sure about the range? Based on this morning's data, there is roughly a 84% chance the first-15-minute range stays inside it.
• Direction: the model leans BULLISH but is not confident today (close to a coin-flip at 45%). Treat the direction as unreliable this morning: rely on the range, not the up/down lean.
The market is likely to open between ₹22,083 and ₹22,332.
🧭 What this means today
Large overnight gap (+0.58%).
- The band is less reliable on large-gap days. On those days, treat the range as wider than usual and size accordingly.
- Direction remains uncertain.
- The band edges are the usable levels. The midpoint (₹22,226) is not a target: it is only the mathematical middle.
📊 For those who trade options (educational example only):
Direction is uncertain, so options carry time decay (theta) against you. If you still want to act, wait for the price after the open to clearly touch one edge of the band, then:
- If it touches the lower band (₹22,083), you could consider a CALL with strike near ₹22,050.
- If it touches the upper band (₹22,332), you could consider a PUT with strike near ₹22,350.
In both cases, risk only the premium paid. Never chase the price if it never reaches the edge.
⚠️ Reminder:
This is an educational illustration, not trading advice. The band is a probability tool, not a crystal ball. Past performance doesn't guarantee future results. Markets can and do surprise.
Educational tool, not financial advice. The band can and will break. Past calibration does not guarantee future coverage.
AION Veritas is an independent AI research project and is not affiliated with any similarly named company.
ml:prediction:combined:briefing:20261009- ✓Choose at checkout: NIFTY 50, BANK NIFTY, or SENSEX
- ✓Daily pre-open probability band (published 08:55 IST)
- ✓Directional interpretation for your index
- ✓Post-market validation view (same-day)
- ✓API key for your index, JSON responses
- Index choice is locked to your subscription
- ✓All three indices every session
- ✓Daily pre-open probability bands (published 08:55 IST)
- ✓Full interpretation layer for each index
- ✓Post-market validation view for all three
- ✓JSON responses
- ✓Priority support
What a Veritas output looks like
Published every trading day before 08:55 IST. Validated the same afternoon against the 09:15-09:25 median opening window.
NIFTY 50: Sample Output
When confidence is low, the model says so. A wide band with honest confidence is more useful than a narrow band that hides uncertainty.
What Veritas is
- A daily probability band published before the Indian market opens
- An 80% calibrated range: the actual open should land inside roughly 8 times out of 10
- A directional lean when the model has enough conviction to assert one
- A post-market validation receipt the same afternoon: hits and misses both on the public record
What Veritas is not
- Not a trade signal. It does not say buy or sell
- Not a price prediction. It gives a range, not a point
- Not investment advice. AION is not a SEBI-registered RA or IA
- Not infallible. Misses are published publicly: that is the design, not a disclaimer
The public audit trail
Every Veritas output, including sessions where the band missed, is published as a permanent, crawlable validation receipt. You can read the full record before you subscribe.
Entitlement is server-side
Single Index subscribers receive only their chosen index in the API response: the server enforces this, not the client. There is no way to request a different index on a Single Index key. All Three subscribers receive all three indices in every response.