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Model

AION Sentinel

Forensic risk screening across listed Indian companies. It tells you where to look, and never tells you what to conclude.

See the results: get your free key first

Sentinel's results are shown only to people who hold a key. A free demo key takes one step: your email, after you have read the rules and disclosures. With it you can read the list of companies that stand out most and look up companies yourself.

Get my free demo key

Already a paying Sentinel subscriber? Open the Sentinel radar, a readable table of the 500 companies that most need a closer look. You will be asked for your Sentinel API key.

1

The problem

By the time a regulator acts on accounting irregularities, the loss has already happened. Enforcement is necessarily reactive: an order arrives after the damage, and the shareholders who needed the warning are the ones who paid for its absence.

The information was public the whole time. Thousands of listed companies file hundreds of pages every quarter, and no individual can read all of it. Worse, the thing worth noticing is rarely inside any single document. It is the divergence between documents, and between a company and the way comparable companies report. That is a reading problem at a scale humans do not have.

2

How it solves it

Sentinel reads the filings of every company in its universe and ranks which of them look most unlike companies with clean records.

Two separate checks look at every company. They work differently and usually disagree. So when both point at the same company, that is the thing to notice. We show you both results and never merge them into one number.

Sentinel rates companies using two independent methods. The classifier is trained on enforcement actions. The agreement between them is the signal.

How far to trust it. Sentinel has not yet been proven against a confirmed case of wrongdoing. A risk level tells you where to read more closely. It is not a finding.

3

How to use it

Search a company and you get its risk level, the reasons in plain English, and the result of each of the two checks. Every result carries the concerns that stood out, written as sentences rather than codes.

Try it
The public demo gives two free company lookups per browser every 7 days (at most 20 lookups a week across everyone on one network), or five if you enrol a passkey, with a demo key sent to your email. No card. The Highest Risk Companies list is free to read without one. The limit is kept on our server against keyed hashes of your browser's device pass and your IP address, deleted after 7 days. A passkey is checked on your own device: nothing biometric is sent to us, and we keep only its credential identifier, public key and signature counter. See the privacy policy.
Programmatic
Available through the API for institutional and research use.
Reading a result
A tier is a ranking within this universe on this date. It is not a probability, not a forecast, and not a claim that any company has done anything wrong.

What it cannot do

Try the demoAPI access

What this is not

Informational and educational only. Not investment advice, not a recommendation to buy or sell, and not a SEBI-registered Research Analyst or Investment Adviser product. AION is an infrastructure provider: we publish information and leave the decision entirely with you.

We publish what a system does and what it produces. We do not publish how it is built. Research partners and institutional collaborators can request a technical briefing under confidentiality: [email protected]

Get notified when we launch new models. Occasional product updates, a few times a year. What we collect and keep: your email address and the date you subscribed, stored in our own database in India. Nothing else - no name, no account, no tracking, and we never sell or share it. Leaving takes one click from the link in every email, and deletes your address rather than flagging it. Privacy policy.