AION Analytics (India) · Founded by Lokesh Gupta
AION Analytics builds language-and-context-aware AI for markets, citizens, and developers, because generic models trained on global corpora fail at 50-kilometre scale.
India has 1.4 billion people, roughly 970 million mobile users, and 22 scheduled languages. Its regulatory and commercial reality changes every few hundred kilometres, sometimes every fifty. Models trained on aggregated global English collapse that into a single bucket and then fail quietly. AION Analytics exists to close the gap product by product: sovereign infrastructure built for inclusion rather than averages. Know Your Rights answers a citizen's legal question in their own language and cites the law it came from. Indian Market Intelligence turns one macro event into structured sector impact. Methods are published, failures are published, and nothing is sold before the record supports it.
Independent, self-funded, founder-led. Every model ran free while it was being fine-tuned; paid tiers open only when the published record supports them.
The thesis
Every fifty kilometres in India, the dialect changes, the customs change, and the commercial reality changes with them.
A general-purpose model trained on aggregated English data treats India as one cultural bucket. It is not one bucket. It is twenty-two scheduled languages, twenty-eight states with their own statutes and their own procedure, and a retail economy whose rules differ between two districts an hour apart. A model that averages across that produces answers that are fluent, confident, and wrong in precisely the places where being wrong costs the most.
AION builds domain-specific systems that respect that granularity: market microstructure, legal rights, personal tax, corporate forensics. Know Your Rights is the clearest example: the same question asked in English, Hindi, or Gujarati, across twelve legal domains, answered with the provision it came from and refused where no official source exists.
Products
Five systems in production or public pilot. Each one exists because a general model failed at something specific.
Macro event classification and 32-sector impact model.
Pre-market 80% calibrated index opening probability bands.
Per-contract tradability for NIFTY, BANKNIFTY and SENSEX options. Commodities coming soon.
Corporate integrity screening and XBRL accounting anomaly detection.
Sovereign legal empowerment platform across 12 legal domains.
Order Execution Agent, the pilots, and the rest of the model registry.
Open source
Published before we asked anything of either market.
NSE, BSE, MCX, CDS. Trading days, holidays, settlement and Muhurat sessions. MIT.
pip install aion-indian-market-calendar
Lithuania business days and statutory observances. MIT.
pip install aion-lithuanian-market-calendar
Both MIT-licensed. Both require no account. Both work offline.
Peer-citable work
Six DOI-registered papers on SSRN, indexed under ORCID 0009-0000-7501-9230.
The Enki Protocol
Enki was the protector. The protocol that carries his name is the standard every model here is held to, and it is an operating rule, not a statement of values.
Zero heuristics. A claim is shown or it is not made. Where a figure cannot be traced to a source, the system declines rather than estimating, and the refusal is the correct output.
The Veritas validation archive holds unedited daily receipts, including the sessions the bands missed. There is a gap from 24 July to 17 September 2026, when Veritas was not running. Inspect the archive →
Every model ran free while it was being corrected, for most of the last two years. Paid tiers opened only once the published record supported them, and four of the seven deployed models now carry subscribers.
Know Your Rights holds no account, no profile, and no question history. What a person asks about their own rights is theirs. Read the privacy policy →
Founder
Lokesh Gupta co-founded AION Analytics and leads its technology and research. His work is indexed under ORCID 0009-0000-7501-9230, with six SSRN papers, thirty research notes, and three filed provisional patent applications (IN202621086466, IN202621118523, and IN202621119269). The company has no team page because the work is the credential.
Next
API marketplace, keys, quotas and pricing tiers.
Six papers, thirty notes, and the validation archive.
Know Your Rights, free and open, in three languages.