Research that shows its working.

Ask how an event reaches an Indian market. CLIRUN traces it one link at a time and puts a sentence from the public record behind every link. When the record runs out, it stops and shows you where.

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CLIRUN

PersonalProjectHormuz closure · Indian aviationEvidenced

340 credits

Personal workspace

New chatSearchCtrl KHistory

Projects

Hormuz closure · Indian aviation8 links · evidencedCrude price shock · paints3 links · partial

Chats

Artifacts

Sources

9 documents quoted

YouPersonal plan

InfrastructureStrait of Hormuz
CommodityCrude oil imports
InfrastructureWest coast refining
CommodityCrude-linked derivatives
TechnologyOil refining
End-use industryPaints and coatings
CommodityJet fuel (ATF)
PolicyATF pricing mechanism
End-use industryIndian aviation

The full chain also has a second path, from crude oil to paints and coatings.

Physical lane · routes through

Strait of Hormuz to Crude oil imports

Most of India's imported crude physically transits the Strait, so a closure removes supply rather than repricing it.

Evidence · 2 sources

PPACTier 1 · Primary authority
Crude oil shipped through the Strait of Hormuz accounted for the predominant share of India's imported crude during the reporting period, with West Asian grades forming the bulk of refinery intake.
Petroleum Planning & Analysis Cell · read 12 Aug 2026
ReutersTier 2 · Reputable
War-risk premiums for tankers transiting the Gulf have been repriced by underwriters, with owners reporting materially higher quoted rates for the same voyage.
Reuters · read 13 Aug 2026

An example workspace. Open the tabs, select a link or a citation, and try the chat. The documents quoted here are illustrative until launch.

A workspace made for analysis. Five steps from the question you type to the report you keep.

1 / 5

Step 1

Ask it the way you'd ask a colleague.

Type the question in plain words. CLIRUN matches what you named to entities in its published vocabulary, so it knows which strait you mean.

What happens to Indian aviation if the Strait of Hormuz closes?

RecognisedStrait of Hormuz InfrastructureIndian aviation End-use industry

Step 2

It reads the public record, and keeps a copy.

Ministries, regulators, exchanges, company filings and the financial press. Every page it quotes is stored with the time it was read. Search services only see public terms, never your question.

Reading the record11 documents

Resolving2 entities recognised
ReadingPPAC Petroleum statistics
PNGRB Refinery capacity register
DGCA Operating cost review
and 8 more
Evidencing9 quotes found word for word
Verifying8 links checked against the rules

11 read · 9 quotedEach quote stored with its time and hash

Step 3

Every link carries its own evidence.

A link goes on the chain only when a published document states it. Open one and you read that sentence as it was published, with who published it and when.

Ministry of Civil AviationTier 1 · Primary authority

Reply to a Parliamentary Question on aviation turbine fuel taxation

… Prices of aviation turbine fuel are revised by oil marketing companies on the first and sixteenth day of every month on the basis of import parity…

Supports: Jet fuel (ATF) regulated by ATF pricing
Read: 11 Aug 2026, 14:06 IST
Snapshot: ev_01K4M2W0KE9R

Step 4

Where the record stops, so does the chain.

CLIRUN won't bridge a gap with a guess. You see where the chain stops, what was searched, and what kind of document would close it.

How does a crude price shock reach paint makers?

Crude oil price Commodityprocesses intoNaphtha cracking Technologyuses as inputPaints and coatings End-use industryThe evidence ends hereManufacturer gross margin Not evidenced

What would close it: A filing or regulator publication that states the input cost to margin relationship directly.

Step 5

Talk it through. Keep what holds up.

Ask which link is weakest or what a source says. Then save a report that keeps its citations, or export it as Markdown.

You

Which is the weakest link?

CLIRUN

Oil refining to jet fuel. It rests on one tier 2 source, Indian Oil Corporation's annual report.

Report · 7 Sep 2026

Hormuz exposure, committee brief

Swipe, use the arrows, or press the arrow keys.

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What CLIRUN won't do. These are rules, not settings.

It won't tell you to buy, sell or hold.
No price targets, no tips, no promised returns. CLIRUN describes how things are connected and what the evidence says. Every answer is checked for advice language before you see it, and the decision stays yours.
It won't draw a link it can't source.
A language model can suggest a link. Only a quoted public document can put it on the chain.
It won't pass off an outage as an answer.
If a source or a service is down, the run says so and can be retried. A failed search never turns into “no evidence”.
It won't show your question to search providers.
They receive public terms from CLIRUN's vocabulary and nothing you typed.

Already using ChatGPT or Claude? Keep using them. CLIRUN does one job, under stricter rules.

Reach for ChatGPT when

You want a broad report, a draft to edit, or help with almost any question. Its deep research mode browses for several minutes and hands back a cited report.

Reach for CLIRUN when

You need to know whether one thing actually reaches another in an Indian market, with a quoted source for each step and a plain account of what couldn't be found.

Read the full comparison

Draft for Devang

Hi, I'm Devang. I'm building CLIRUN.

Markets run on confident explanations. Oil goes up, so airlines suffer. A strait closes, so everything gets expensive. Some of these are true. Most never get checked, because checking means reading the ministry statistics, the regulator's circular and the company's annual report, then finding the one sentence in each that carries the claim.

CLIRUN does that reading and shows you the sentences. When it can't find one, it tells you, and I've worked hard to make that answer as useful as a finished chain. Knowing where the evidence ends is worth knowing.

It won't tell you what to buy. It's meant to make your own judgment better informed and easier to defend.

It's early, and it will get things wrong. When it does, I want to hear about it.

Devang JoshiFounder, CLIRUN

Before you ask it anything. The questions people tend to have first.

Is CLIRUN investment advice?

No. CLIRUN describes how things are connected and the evidence for each connection. It doesn't recommend buying, selling or holding anything, and it doesn't give price targets. Every answer is checked for that kind of language before it reaches you.

Where do the sources come from?

The public web: government ministries and statistics offices, regulators, exchanges, company filings and the financial press. CLIRUN keeps a copy of every page it quotes.

A source counts as tier 1 only when the document comes directly from the body that issued it. An official-looking web address isn't enough.

What if there's no evidence for my question?

You get a finished answer that says so. It lists what was searched and where the chain stops, and it names the kind of document that would close the gap.

Who sees my question?

The language model CLIRUN uses to work out what you're asking about. The services that search for and fetch public pages don't. They receive only public terms from CLIRUN's own vocabulary.

Pages CLIRUN reads are treated as material to quote, never as instructions to follow.

Which markets does it cover?

Indian markets first. Its vocabulary and its list of recognised public authorities start with Indian ministries, regulators and exchanges. For now, a question outside that vocabulary is more likely to end in “no evidenced connection”.

What does it cost?

One subscription with credits each month. See pricing.

Research that shows its working.

A closure reaches Indian aviation through fuel cost.

What this doesn't establish

Hormuz exposure, committee brief

Summary

Evidence the brief rests on

Strait of Hormuz to Crude oil imports

A workspace made for analysis. Five steps from the question you type to the report you keep.

Ask it the way you'd ask a colleague.

It reads the public record, and keeps a copy.

Every link carries its own evidence.

Where the record stops, so does the chain.

Talk it through. Keep what holds up.

Hormuz exposure, committee brief

What CLIRUN won't do. These are rules, not settings.

It won't tell you to buy, sell or hold.

It won't draw a link it can't source.

It won't pass off an outage as an answer.

It won't show your question to search providers.

Already using ChatGPT or Claude? Keep using them. CLIRUN does one job, under stricter rules.

Reach for ChatGPT when

Reach for CLIRUN when

Reach for Claude when

Reach for CLIRUN when

Reach for Claude Cowork when

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Do it yourself when

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Before you ask it anything. The questions people tend to have first.

Ask the question you've been meaning to check.

Research that shows its working.

A closure reaches Indian aviation through fuel cost.

What this doesn't establish

Hormuz exposure, committee brief

Summary

Evidence the brief rests on

Strait of Hormuz to Crude oil imports

Ask it the way you'd ask a colleague.

It reads the public record, and keeps a copy.

Every link carries its own evidence.

Where the record stops, so does the chain.

Talk it through. Keep what holds up.

Hormuz exposure, committee brief

It won't tell you to buy, sell or hold.

It won't draw a link it can't source.

It won't pass off an outage as an answer.

It won't show your question to search providers.

Reach for ChatGPT when

Reach for CLIRUN when

Reach for Claude when

Reach for CLIRUN when

Reach for Claude Cowork when

Reach for CLIRUN when

Reach for Codex when

Reach for CLIRUN when

Reach for Perplexity Finance when

Reach for CLIRUN when

Do it yourself when

Reach for CLIRUN when

A note from the founder

Ask the question you've been meaning to check.