Your AI market analyst
Tenji reads thousands of headlines, earnings reports and macro signals, then maps the second-order connections: the industries and related names a story reaches, the reasoning, what would break it, and how similar connections played out before. It shows the map. The trade is yours.
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Latest connection
Qatar LNG Blackout Forces South Asian Utilities Into Spot Market Frenzy
Qatar's force majeure extension through November locks out contracted LNG buyers in Asia and Europe. Spot LNG demand spikes as Bangladesh, Pakistan, India, and Italy scramble for alternatives. US LNG exporters — the only large-scale swing supplier with available capacity — are the structural beneficiaries. XLE is already leading sectors this week, confirming energy momentum.
1st orderQatar extends LNG force majeure through November, cutting off contracted supply to Bangladesh, Pakistan, India, and Italy — removing a significant volume from global LNG supply chains.
2nd orderDisplaced buyers with contractual obligations to power grids and industrial customers cannot simply go dark — they enter the spot LNG market urgently. Global spot LNG (JKM for Asia, TTF for Europe) prices rise as supply-demand balance tightens. US Gulf Coast LNG terminals, operating with flexible destination cargo contracts, become the primary alternative supplier at scale. Utilization rates at US liquefaction facilities are mechanically forced toward maximum capacity.
3rd orderThe Henry Hub-to-JKM/TTF spread widens materially, directly expanding export margins for US large-cap integrated energy companies with LNG liquefaction and export operations, and US midstream operators earning throughput fees on liquefaction volumes. Unlike crude-linked revenues, this margin expansion is driven by international gas price dynamics that generalist energy equity investors systematically underweight in their models. The longer Qatar's force majeure extends, the more spot cargo contracts US exporters sign at elevated premiums — locking in above-normal margins even after the Hormuz situation eventually resolves, because spot cargo commitments are typically 1-3 month instruments.
How it works
Headlines get priced in fast. The second- and third-order trades are still on the table. That's what Tenji hunts.
News wires, curated feeds, macro data, and the earnings calendar, pulled four times a day, around the clock.
AI traces each catalyst down its causal chain, checks market history, and forces a contrarian counter-argument. Weak connections die at the quality gates.
A daily feed of connections: the related names, the pressure on each, the time window, and the why in plain English — plus a public record of which ones held.
Key features
Every connection ships with the reasoning and thesis, not just a ticker.
First-, second-, and third-order consequences, mapped.
Every connection ships with the strongest case against it. See the bear case before entering.
Analogous events from past markets, with what happened next.
When a company reports, Tenji reads the disclosed figures and finds the adjacent supplier or customer that number implicates, before the market connects them.
When credit spreads or the yield curve break two sigma from normal, Tenji flags the baskets mispriced for the new regime.
Four runs a day filter hundreds of articles down to the handful worth your attention.
FAQ · For active traders
Aggregators give you more headlines. Tenji gives you fewer, better conclusions. It filters hundreds of articles down to the market-relevant ones, then does the analyst work: what it means, who it affects two steps downstream, and the strongest argument against the trade.
Swing trading, mostly. Every connection is tagged with a time horizon: days, weeks, or months. Actionable connections have a clear catalyst and a short fuse, usually a few days to a couple of weeks. Deep Thesis connections are structural, multi-month plays. Nothing here is a 9:45 AM scalp alert. If you day trade, you can still use Tenji to know which names have a real catalyst behind them, as these names could have multiple days of follow through.
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No. Tenji is a research tool. It does not provide financial advice. It surfaces connections, reasoning, and context so you can do your own due diligence. Every trade decision (entry, exit, and position size) is yours. Trading involves substantial risk of loss.
An earnings print says more about a company's suppliers, customers and competitors than the headline number lets on. Tenji reads the reported figures, finds the adjacent name that a specific disclosure mechanically implicates, and explains the link. The reporter itself is never the traded name; the connection is.
Whatever entry style you already trade. Tenji hands you the thesis: the ticker, the direction (long or short), the time horizon, and the reason the market is mispricing it. It does not hand you an entry, stop, or target, on purpose. Some traders buy the breakout, some wait for the pullback, some express it with options. The connection tells you what and why. Your system tells you when and how much.
No, and that's deliberate. Tenji is a thesis machine, not a signal service. It records the price at publish time so every connection can be scored later, but position sizing and risk management are yours. If you don't have a risk framework yet, build that first. No connection feed fixes bad risk management.
A handful, not a firehose. The pipeline runs four times a day (roughly pre-market, midday, after the close, and evening ET) and reads thousands of headlines, earnings reports, and macro signals. Almost everything gets rejected by the quality gates. What survives is the small set actually worth your attention.
No penny stock lottery tickets. Connections only publish if they resolve to names in nine major indexes: S&P 500, Nasdaq 100, Dow 30, FTSE 100, TSX Composite, Nikkei 225, DAX 40, Hang Seng, and NIFTY 50. Large, liquid names you can actually get in and out of.
Both. Every related name carries the pressure Tenji expects on it — up, down, or watch — and the connection itself is marked bullish, bearish, or mixed. It is a map of where the story reaches, not an instruction to buy or sell.
Three ways. First, the tier: Actionable means high conviction with a live catalyst, Speculative means higher risk and higher reward, Deep Thesis means slow-burn structural. Second, every connection carries confidence and importance scores. Third, every connection includes the strongest case against the trade and a specific "what would make this wrong" falsifier. If the bear case reads more convincing than the thesis in your opinion, skip it. That's the point.
Scanners tell you what's moving right now. News tells you what already happened. Tenji works two or three steps downstream: it maps the second and third-order effects of a headline and flags the names the market hasn't repriced yet. It's the difference between reacting with the crowd and positioning before the crowd connects the dots.
No. Connections arrive four times a day on the web app and in an email digest, each with an executive summary you can read in a minute. It's built for people with a job, a life, or a day trading session they'd rather not interrupt.
The latest connection from the live feed, condensed. Full reasoning inside.