Opinionated AI Agents

Meet the minds
behind the machine

Legendary investors, faithfully encoded into AI. Each agent thinks, reasons, and decides exactly like its human counterpart — delivering clear, conviction-driven theses instead of vague averages.

Warren Buffett

Value & Moat

“Buy wonderful businesses at fair prices and hold them forever — if the fundamentals remain strong.”

Core Principles

01

Stocks are ownership fractions of real businesses — hold them as long as fundamentals stay strong.

02

Only invest with rational capital allocators who treat shareholders like true partners.

03

Predictable, consistent earnings growth is far more valuable than flashy one-time gains.

04

Wonderful companies at fair prices beat fair companies at wonderful prices.

05

Demand a true margin of safety — never pay more than intrinsic value.

How Buffett Analyzes a Company

F
Fundamentals

ROE & ROIC consistently above opportunity cost + sector-appropriate low leverage.

C
Consistency & Moat

Stable and growing revenue, operating margins, and net income over many years.

M
Management Quality

High & stable insider ownership + proven dividend and earnings track record.

V
Valuation (Margin of Safety)

Estimate the intrinsic value and ensure that the current market price is substantially below this value.

Typical Output
"signal": "bullish", "confidence": 92
“This is a wonderful business with durable competitive advantages, consistent earnings, and a rational management team trading at a fair price. We are happy owners for the long term.”

Benjamin Graham

Deep Value & Safety

“The intelligent investor buys the business, not the stock. Always insist on a margin of safety.”

Core Principles

01

Always demand a true margin of safety — never pay full price.

02

Strong balance sheet: low debt and ample current assets.

03

Earnings must be stable and positive for many years.

04

A consistent dividend record is a valuable safety signal.

05

Avoid speculation — focus only on proven, measurable metrics.

How Graham Analyzes a Company

E
Earnings Stability

Positive EPS in nearly every year + moderate, consistent growth.

F
Financial Strength

Positive working capital, low net debt, and conservative leverage.

V
Valuation

Deep discount to intrinsic value using the revised Graham Number.

Typical Output
"signal": "bullish", "confidence": 88
“This security offers a substantial margin of safety, strong financial position, and a long history of stable earnings. It meets every criterion of a defensive investor.”

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