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sperio.ai — analysis outputreal run · 15 Aug 2026
UNP·Union Pacific

NYSE · Industrials · Large Cap

HOLD

Board Conviction

2/100

Not a weak signal — a split board. Computed from the agents' closing labels, not written by the model.

Margin of Safety

−21.8%

IV $229.74–$285.89 vs $293.68

A no-growth-credit frame — the price-discipline check, not the verdict.

Devil's Advocate Agent

Elevated debt-to-equity (1.78) and a negative margin of safety (−21.8%) leave the company vulnerable to cyclical downturns in a tepid 1.5% GDP growth environment.

Agent Pipeline

Macro-Economist
Sector Analyst
NLP Investigator
Quantitative
Technical Analysis
News & Catalysts
Devil's Advocate
Portfolio Manager

8 / 8 agents completed

8
AI Agents
6
Run in Parallel
Nightly
Watchlist Monitoring

Features

Screened on a Full Cycle, Not Last Year

The S&P 500 ranked by EV/EBIT — on the median operating profit of up to 15 fiscal years, where the free screeners use the last twelve months. On NVDA that window is 19x less flattering.

An AI Board That Debates Every Trade

Macro, Quant, and an NLP agent (10-K RAG) build the bull case. A Risk Manager stress-tests it. The Portfolio Manager arbitrates and issues a BUY / HOLD / SELL verdict — every step on record.

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Add tickers to your watchlist. The board re-checks them every night — a changed verdict, an earnings surprise, fresh news — and flags what moved in your notifications.

See Every Call, Verified Daily

Each BUY/SELL is stamped with an entry price the moment it's issued. Performance is recalculated every market close — no cherry-picking, no rewriting.

A Real Board Transcript

Six agents. Three disagreed.

Most tools give you a verdict. This one shows you the argument behind it — and tells you how much of the board actually backed it.

XOMExxon Mobil
HOLD

14 Aug 2026 · $158.61

Board conviction2/100

Not a weak signal — a split one. Every agent took a side, and they split three-three. The score is computed from their closing labels, not written by the model.

Backed the upside
  • NLP InvestigatorPOSITIVE
  • News & CatalystsPOSITIVE
  • Technical AnalysisFAVORABLE
Argued against
  • Macro-EconomistHEADWIND
  • Sector AnalystNO MOAT
  • QuantitativeOVERVALUED
board_transcript --ticker=XOM

Quantitative Agent

Step 2 — Earnings Power Value (EPV)
  EPV = ($34.42B × 16.7x) ÷ 4.305B = $133.51

Step 3 — FCF Perpetuity Value
  FCF-IV = $31.19B ÷ 0.0599 ÷ 4.305B = $120.95

Step 6 — Margin of Safety
  MoS = ($120.95 − $158.61) ÷ $158.61 = -23.7%
  Classification: OVERVALUED

Every figure is computed in Python and handed to the model to audit — never generated by it.

Devil's Advocate — Risk Critique

The stock is currently priced for perfection at a 23.7x P/E multiple despite a clear, multi-year trend of free cash flow contraction and a lower ROE than its peers, leaving no margin of safety for a cyclical downturn.

Portfolio Manager — Final Decision

While technicals and recent earnings show positive momentum, the stock's overvalued status (-23.7% margin of safety) and multi-year decline in free cash flow dictate a cautious stance.

One real run, quoted verbatim — not a performance claim and not a recommendation. Run XOM yourself and you will get that day's numbers, not these.

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