The method
A panel that contradicts itself.
Nothing improvised.
No opinion leaves the panel without being attacked. Specialised AI analysts, an expertise base learned from the best, a red team that contradicts them, and 20 up-to-date data sources crossed on every question. Every figure carries its source and its date.
The panel
Five viewpoints. No complacency.
Macro & liquidity
The Economist
Market regime, cycles, central banks. Reads the ECB and the Fed before it reads prices.
Valuation & balance sheet
The Fundamental Analyst
Valuation, margins, debt structure. What a company is really worth, beyond its price.
Trends & levels
The Technical Analyst
Trend structure, supports, momentum. Zones and probabilities, never false precision.
Cycles & on-chain
The Crypto Strategist
Flows, on-chain cycles, market structure, with the same discipline as the rest. Steps in only if crypto concerns you.
Red team
The Detractor
His only mandate: find three concrete reasons not to follow the other three.
A library, not a crystal ball
The panel draws on a structured expertise base: the analytical frameworks of the great works of investing, risk management, the history of cycles, valuation, encoded and applied systematically to every case. Every figure cited carries its source and its date. Data older than 24 hours is marked stale.
Specialised AI, owned as such
Each analyst on the panel is a specialised artificial intelligence, framed by a published methodology. Not a generalist assistant that improvises: a process, rules, a detractor, and a score that says whether it works.
The arsenal
20 data tools. Queried live.
Each panel expert works with the indicators professionals track: market data, on-chain metrics, official macro series. Nothing is improvised from memory: every data point is queried at the moment of your question, and carries its source, its date and its quality level.
Macro & liquidity
The Economist
In plain terms: where the economy stands, and whether it is time to be cautious.
Trends & levels
The Technical Analyst
In plain terms: an asset's trend, and the prices that really matter.
Cycles & on-chain
The Crypto Strategist
In plain terms: where the crypto cycle stands, without the social-media noise.
Funds & securities
The Screener
In plain terms: what a fund really costs you, and what it holds.
Press & catalysts
The News Curator
Ahead of every session, a dedicated curator sifts the last 72 hours of financial press, central-bank decisions, earnings, upcoming catalysts, and passes on to the panel only what changes the read. Your analyses start from real news, not a training-time memory.
The panel at work
Ask a question. Watch the answer take shape.
You talk to the panel in plain language. As the session unfolds, the artifact assembles before your eyes: the research, the debate, then the rated card. Nothing appears before it has been contradicted.
01 · The question
You ask, plainly
No jargon. One sentence, the way you would put it to a knowledgeable friend.
“Tesla at this price, does it still hold up - and what would break the thesis?”
02 · The session
The panel researches and contradicts itself
Each agent crosses its sources, cites its figures, then the red team looks for three reasons to say no. For a US stock, macro reads the Fed; crypto stays on the bench.
The News Curator
sorts Tesla's publications from the last 72 hours
3 signals kept: falling selling prices, auto margin under pressure, guidance revised
The Economist
crosses the cost of capital with the Fed's rate path
Rates still restrictive: highly valued growth stays expensive to fund
The Technical Analyst
checks the trend structure and the key levels
Back below the 200-day average - underlying momentum has weakened
The Detractor
looks for three reasons not to follow the thesis
What breaks it: margin compression, BYD competition, an execution premium already in the price
03 · The card
The artifact lands
Six pillars, a grade from A to E, the counter-argument in plain sight. This card is real - frozen at its publication date.
Stock · US megacap tech
Tesla is a great story priced like a miracle: it trades at over 150 times next year's earnings while its car-making profit has collapsed to almost nothing. The robotaxi dream might justify it one day, but today the stock is in a clear downtrend with no catalyst until October - there is no reason to chase it.
Always information, never an order. Finagus analyses - it does not place, change or cancel any order.
“An analysis is only worth something if it has survived its contradiction.”
That is the founding principle: every published card shows the opinion, the counter-opinion, and what would make it wrong. You decide, better armed.