AI Stock Picks — FTSE 100

Thursday, September 17, 2026  ·  Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days

Today's Market Mood

Neutral  Normal choppiness · VIX 15.6

The FTSE 100 shows a bifurcated tape: a broad swath of consumer, healthcare-device, staples and REIT names are down sharply over the past month (Smith & Nephew, JD Sports, Babcock, Entain, Rentokil, Land Securities all off double digits), while pockets of financials, miners/energy and telecoms are pushing toward 52-week highs on sustained 5- and 30-day momentum. No fresh news feed was available, so this analysis leans entirely on price-momentum and 52-week-high proximity as the catalyst proxy.

Financials (banks, insurers, savings) grinding to fresh highs on rate/capital-return optimismCommodity complex strength — gold miners and energy majors benefiting from firmer metal/oil pricesTelecom recovery (Vodafone, BT) breaking out to 52-week highs after years of underperformanceBroad weakness/rotation out of consumer discretionary, staples, REITs and mid-cap industrials dragging the index average lower

Today's Actionable List

Which of today's picks to actually take, and at what size, given what you are already holding. Each pick's own Suggested Allocation sizes it in isolation; this table applies the portfolio limits — at most 20 open positions and 60% of the portfolio committed in total. Run with --capital 25000 to see these sizes as order amounts rather than percentages.

0 of 3
0%
86 · 591.9%
591.9% / 60%
0 of 20
RankStockActionSizeEntry → TargetNotes
#1 NWG.L SKIP — £712.80 → £748.45
stop £655.78
 Half-Kelly sizes this at 0% — the odds carry no edge worth capital.
#2 GSK.L SKIP — £1,900.00 → £1,995.00
stop £1,774.60
 Position cap reached — 86 of 20 slots in use.
#3 CCH.L SKIP — £4,610.00 → £4,840.50
stop £4,420.99
 Position cap reached — 86 of 20 slots in use.

Already open: ABBV (to Sep 19), EOG (to Sep 19), VRTX (to Sep 19), ADP (to Sep 19), MDLZ (to Sep 19), WBD (to Sep 19), BMY (to Sep 20), MSI (to Sep 20), PFE (to Sep 20), BT-A.L (to Sep 20), KDP (to Sep 20), COP (to Sep 23) … and 74 more. Symbols you already hold were excluded from this run's candidates rather than re-picked.

Position-sizing guidance only — half-Kelly per pick, bounded by the limits above. Not personal investment advice.

Behind the scenes: how each AI analyst did
Aria
4 picks
Blaze
3 picks
Nova
3 picks
Orion
2 picks
Quinn
4 picks

3 Stock Picks

#1 NWG.LNatWest Group plc
4/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Moderate conviction · 59%

NatWest is one of the UK's largest high-street banks, offering current accounts, mortgages and business banking. Its share price has been climbing steadily, sits near a 52-week high, and is beating the wider market, with healthy (not overheated) technical readings backing further gains. The main risk is that bank stocks are highly sensitive to interest-rate expectations and economic-outlook news, which could quickly reverse the trend.

Stop-loss£655.78-8.0%
Today's price£712.80
Target£748.45+5.0%
If you invested £1,000
▲£1,050 if the target hits (+5.0%)
▼£920 if the stop-loss is hit (-8.0%)
The AI puts the chance of the win case at 59%. Not a guarantee — always set the stop-loss.

Why the AI likes it

What could go wrong

⚔ The Skeptic's View — Sage, the Devil's Advocate
  • Price (712.8) is already trading above the upper Bollinger Band (708.53), meaning the 'squeeze breakout' the bulls anticipate as upcoming has arguably already fired — this raises mean-reversion/pullback risk rather than signaling more room to run.
  • The touted '+4.45% over 5 days' momentum figure conflicts with the price-history service's own 5-day calculation for the same window (+0.53%), an 8x discrepancy that undercuts confidence in the strong-momentum framing.
Show the detailed analysis

Calibrated probability: 59% (raw model estimate: 66%) — adjusted using the accuracy of past resolved picks.

Trade math

0.6:1
62%
+0.6%
0%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.

What each AI analyst estimated

Aria
77%
Very High
Blaze
61%
Medium
Nova
—
—
Today's trading volume was below its recent average and the 30-day gain is minimal, looking like routine drift rather than a fresh move
Orion
66%
High
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#2 GSK.LGSK plc
3/5 Agents Agree  Risk 5/10
Moderate conviction · 59%

GSK is a major global pharmaceutical and vaccines company. After a rough month, its shares have bounced back strongly in the last week and technical indicators show building strength without being overbought. The main risk is that drug-related news - a trial result, regulatory decision, or earnings surprise - can move a pharma stock sharply in either direction.

Stop-loss£1,774.60-6.6%
Today's price£1,900.00
Target£1,995.00+5.0%
If you invested £1,000
▲£1,050 if the target hits (+5.0%)
▼£934 if the stop-loss is hit (-6.6%)
The AI puts the chance of the win case at 59%. Not a guarantee — always set the stop-loss.

Why the AI likes it

What could go wrong

⚔ The Skeptic's View — Sage, the Devil's Advocate
  • Despite the 5-day pop, price (1900) sits below its 200-day SMA (1950.84) and is still 16.74% off its 52-week high — this is a short-term bounce inside a longer-term downtrend, not the 'confirmed uptrend' framing implies.
  • MACD line remains deeply negative (-13.83) even with the histogram turning positive (+7.80) — the signal-line crossover is still well below the zero line, a materially weaker reversal signal than a bullish MACD line already in positive territory.
Show the detailed analysis

Calibrated probability: 59% (raw model estimate: 61%) — adjusted using the accuracy of past resolved picks.

Trade math

0.8:1
57%
+0.5%
8.5%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.

What each AI analyst estimated

Aria
67%
High
Blaze
—
—
Price is sitting below its 200-day moving average, so the trend isn't clean enough despite a strong earnings-beat history
Nova
56%
Medium
Orion
—
—
Healthcare is a mixed sector right now (device-makers are down sharply) and not confirmed as a rotation target, despite a decent recent bounce
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha
#3 CCH.LCoca-Cola HBC AG
2/5 Agents Agree  Risk 4/10  ⚠ Conflicting Signals
Moderate conviction · 59%

Coca-Cola HBC bottles and distributes Coca-Cola and other beverage brands across Europe and Africa. Its shares are gaining steady short-term momentum and technical signals point to a building move higher (a volatility squeeze that often precedes a breakout). The main risk is that consumer-staples companies like this can see margins squeezed by rising ingredient costs or currency swings.

Stop-loss£4,420.99-4.1%
Today's price£4,610.00
Target£4,840.50+5.0%
If you invested £1,000
▲£1,050 if the target hits (+5.0%)
▼£959 if the stop-loss is hit (-4.1%)
The AI puts the chance of the win case at 59%. Not a guarantee — always set the stop-loss.

Why the AI likes it

What could go wrong

⚔ The Skeptic's View — Sage, the Devil's Advocate
  • Price (4610) trades below its 50-day SMA (4735.34) despite the cited positive 5-day momentum, showing the intermediate-term trend is still down and hasn't been reversed by the bounce.
  • Only 2 of 5 agents backed this pick and RSI sits at a directionless 50 with MACD line still deeply negative (-33.99) — the setup looks more like an early, unconfirmed stabilization than the momentum thesis suggests, and price remains 11.26% below its 52-week high.
Show the detailed analysis

Calibrated probability: 59% (raw model estimate: 66%) — adjusted using the accuracy of past resolved picks.

Trade math

1.2:1
45%
+1.9%
8.5%

Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.

What each AI analyst estimated

Aria
72%
Very High
Blaze
—
—
Price is below its 50-day moving average with only a weak 30-day return, a mixed technical picture
Nova
—
—
Shares remain below their 50-day average price and the medium-term trend is still negative, undercutting today's modest bounce
Orion
—
—
Consumer staples are explicitly among the sectors under pressure in current market conditions
Quinn
60%
Medium

Data Sources

Yahoo FinanceFinvizMarketWatchSeeking Alpha

Retail Investor Execution Guide

This report identifies stocks with an AI-assessed probability of gaining +5% within 30 calendar days (target exit by October 17, 2026). Picks are ranked by how many independent AI agents agreed — more agreement means higher conviction. The guide below tells you exactly how to act on them.

Step-by-Step Action Plan

  1. Act within one trading day. Prices are freshest now. The longer you wait, the more the entry price drifts away from what the agents analysed.
  2. Verify the entry price. Check the live price before buying. If a stock has already moved more than 3% above the Current Price shown in the report, skip it or wait for a pullback — the risk/reward has shifted.
  3. Use limit orders, not market orders. Set your buy limit at or below the Current Price shown. Chasing with a market order gives brokers and algorithms an advantage over you.
  4. Set your stop-loss immediately after buying. Use the Max Downside % on each pick card as your hard exit level. If the price falls to that level, sell without hesitation — the trade thesis is broken.
  5. Set a take-profit at the Target Price. Place a limit sell order at the Target Price shown. When it fills, the trade is done — resist the urge to hold for more.
  6. Exit all positions by October 17, 2026. This is your hard deadline. If a stock has not hit its target by then, exit anyway. Holding past the window turns a short-term trade into an unsupervised long-term position.
  7. Never add to a losing position. If your stop-loss is hit, exit completely. Averaging down turns a small, controlled loss into a potentially large one.

Position Sizing by Conviction Tier

Size each position according to the coloured border on its pick card. Cap your total exposure across all picks from this report at 25% of your overall trading budget.

Agents Agreeing What It Means Max Allocation Per Pick
5/5 Highest conviction — all five independent analytical checks passed Up to 10%
4/5 Very high conviction — four of five independent checks aligned Up to 8%
3/5 High conviction — three agents independently agreed Up to 6%
2/5 Moderate conviction — two agents independently agreed Up to 4%
1 Agent Speculative — solo pick, admitted only at Very High confidence Up to 2%

The Three Exit Rules

These picks are generated by AI agents for informational and educational purposes only. They do not constitute financial advice or a recommendation to buy or sell any security. Probability estimates reflect the agents' analytical models — they are not guarantees of any outcome. Past results are not indicative of future performance. Markets can and do move against even well-researched trades. Always conduct your own research, and consider seeking advice from a licensed financial adviser before placing any orders. Never invest money you cannot afford to lose.

Understanding the Numbers

A plain-English guide to every figure shown on each pick card — what it means, how it is calculated, and what a good or bad value looks like.

AI Conviction Meter
Estimated probability of hitting the target, shown as a 5-bar gauge
The filled bars and label translate the AI's probability estimate into plain language: 75%+ is Very strong, 60–74% Strong, 50–59% Moderate, below 50% Cautious. Where enough past picks have been resolved, the probability is calibrated against the AI's real track record.
e.g. "Moderate conviction · 58%" — the AI thinks this trade works slightly more often than a coin flip.
✓ More filled bars = more confidence — but even Very strong picks fail sometimes; always size positions accordingly.
If You Invested $1,000
$1,000 × (1 + Target Gain ÷ 100)  /  $1,000 × (1 + Max Downside ÷ 100)
The same Target Gain and Max Downside percentages expressed in concrete money terms for a $1,000 position — what you'd have if the target hits versus if your stop-loss is triggered.
e.g. +10% target and −12.3% stop → $1,100 on a win, $877 on a stopped-out loss.
✓ Scales linearly — a $500 position sees half these amounts, a $2,000 position double.
Current Price
Market price at time of analysis
The stock's price when this report was generated. All other figures on the card are calculated from this reference point.
e.g. $215.20 — check the live price before placing an order; if it has moved more than ~3%, re-evaluate the risk/reward.
✓ No positive/negative distinction — it is simply your cost basis.
Target Price
Current Price × (1 + Target Gain ÷ 100)
The price the agents project the stock could reach within the time window. This is your take-profit level — place a limit sell order here after buying.
e.g. $215.20 × 1.085 = $233.49 target on an 8.5% pick.
✓ Always above Current Price — this tool only selects upside candidates.
Target Gain
(Target Price − Current Price) ÷ Current Price × 100
The percentage return you would earn if the stock hits its Target Price from your entry. Set by the run parameters — every pick in this report targets the same percentage.
e.g. +8.5% means a $100 stock has a $108.50 target; a $500 stock has a $542.50 target.
✓ Always positive — picks are upside-only. A larger % means a bigger move is required.
Max Downside
Estimated stop-loss level, as % below entry
The worst-case loss the agents estimated if the thesis fails — based on key support levels and recent volatility. Use this as your hard stop-loss. If the price falls to this level, exit immediately; the trade thesis is broken.
e.g. −12.0% means: if you bought at $100, sell if it drops to $88.00.
⚠ Always negative. A smaller magnitude (e.g. −5%) = tighter risk. A larger magnitude (e.g. −20%) = more room to fall before you exit — riskier.
Reward : Risk
Target Gain ÷ |Max Downside|
How much you could gain for every dollar you are risking. A ratio of 2.0:1 means you stand to make $2 for every $1 at risk. Higher is better.
e.g. 8.5% gain ÷ 12% downside = 0.7:1 (unfavourable). 10% gain ÷ 5% downside = 2.0:1 (good).
✓ ≥ 2.0:1 is strong. ⚠ < 1.0:1 means you are risking more than you could gain — approach with caution.
Breakeven Win Rate
|Max Downside| ÷ (Target Gain + |Max Downside|) × 100
The minimum percentage of trades at this reward:risk that must succeed for you to break even over time — regardless of how good your stock picking is.
e.g. 12 ÷ (8.5 + 12) = 59% — you need roughly 6 in 10 trades to win just to avoid losing money.
✓ Lower is better — ≤ 35% means even a poor win rate is survivable. ⚠ ≥ 55% means you need most trades to work out.
Expected Value
(Probability% × Target Gain%) + ((1 − Probability%) × Max Downside%)
The average return per trade if the AI's probability estimate is accurate over many similar trades. A positive Expected Value means the trade has a mathematical edge; a negative value means the math works against you on average, even if you sometimes win.
e.g. 65% × +8.5% + 35% × −12% = +1.3% EV. Over 100 similar trades you would expect an average gain of 1.3% per trade.
✓ Positive = edge in your favour over many trades. ⚠ Negative = the math loses money on average — even if individual wins feel good. Note: EV is only as reliable as the probability estimate.
Suggested Allocation
half-Kelly: (Probability ÷ |Max Downside| − (1 − Probability) ÷ Target Gain) ÷ 2, capped at 10%
The Kelly criterion computes the portfolio fraction that maximises long-run growth for a bet with these odds; half-Kelly is the standard hedge against the probability estimate being too optimistic. Uses the calibrated probability where available. 0% means the math sees no edge worth sizing; — means it couldn't be computed.
e.g. 57% probability, +10% target, −13% downside → Kelly ≈ 8.5% of portfolio, half-Kelly ≈ 4.2%.
Generic sizing guidance only — not personal investment advice. Position sizing must reflect your own portfolio, risk tolerance and circumstances.
Every stock Scout considered — and why each was discarded

Scout scanned 100 FTSE 100 constituents and short-listed 24 candidates for deep analysis by the five analysts. Here is what happened to each one.

  • VOD.LVodafone Group Public Limited CompanyAlready held
    Scout: 30-day return of +10.1% with price just 0.2% off its 52-week high — a durable breakout, not a one-day pop.
    Already held: a position opened 2026-09-09 runs until 2026-10-09 (22 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • BGEO.LLion Finance Group PLCLiquidity filter
    Scout: Consistent 5-day and 30-day gains, sitting within 0.3% of its 52-week high; steady uptrend with no sign of exhaustion.
    20-day average daily volume 62,008 shares is below the 500,000-share liquidity floor.
  • STAN.LStandard Chartered PLCAlready held
    Scout: +4.6% over 30 days and essentially at its 52-week high, reflecting sustained buying interest in EM-exposed banking.
    Already held: a position opened 2026-09-03 runs until 2026-10-03 (16 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • HSX.LHiscox LtdAlready held
    Scout: +7.4% 30-day return, +4.7% over 5 days, and just 0.15% off the 52-week high — strong, broad-based momentum.
    Already held: a position opened 2026-09-01 runs until 2026-10-01 (14 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • SDLF.LStandard Life plcAlready held
    Scout: Positive momentum on both the 5-day and 30-day windows while trading within 1% of its 52-week high.
    Already held: a position opened 2026-08-26 runs until 2026-09-25 (8 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • NWG.LNatWest Group plcPicked #1
    Scout: +4.45% over 5 days, near its 52-week high; UK bank sector showing resilient near-term strength.
    Made the final report at #1.
  • SMT.LScottish Mortgage OrdDropped at merge
    Scout: Gains across both the 5-day and 30-day windows with the price close to its 52-week high, suggesting risk appetite is returning to growth trusts.
    Only Nova selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: Medium, 53% raw (48% after calibration)).
  • TSCO.LTesco PLCAlready held
    Scout: +7.5% over 30 days and +3.1% over 5 days, only 5.7% below its 52-week high — a durable grocery-sector uptrend.
    Already held: a position opened 2026-09-14 runs until 2026-10-14 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • SSE.LSSE plcDropped at merge
    Scout: Strong 5-day (+5.2%) and 30-day (+3.6%) gains show renewed interest in the regulated-utility/renewables story.
    Only Blaze selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: Medium, 56% raw (48% after calibration)).
  • SHEL.LShell plcAlready held
    Scout: +7.25% over 30 days and only 5% off its 52-week high, tracking firmer energy prices with sustained momentum.
    Already held: a position opened 2026-09-14 runs until 2026-10-14 (28 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • BT-A.LBT Group plcAlready held
    Scout: +5% over 30 days and +4.1% over 5 days — telecom turnaround continuing to build.
    Already held: a position opened 2026-08-21 runs until 2026-09-20 (3 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • AAF.LAirtel Africa PlcAlready held
    Scout: +9.4% over 30 days and +4% over 5 days, showing strong, sustained emerging-market telecom momentum.
    Already held: a position opened 2026-09-03 runs until 2026-10-03 (16 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • EDV.LEndeavour Mining plcDropped at merge
    Scout: +11.4% over 30 days and +3.7% over 5 days on the back of gold-price strength, a genuine sustained-momentum name.
    Average probability across the 4 agent(s) that selected it was 58% raw (48% after calibration), below the 52% minimum to qualify.
  • CCC.LComputacenter plcLiquidity filter
    Scout: +7.6% over 30 days and +4.9% over 5 days — durable IT-services strength, only 11% off its 52-week high.
    20-day average daily volume 300,787 shares is below the 500,000-share liquidity floor.
  • AZN.LAstraZeneca PLCAlready held
    Scout: +7.5% over 30 days and +5.7% over 5 days signal a strong pharma re-rating, even with the stock still well off its 52-week high.
    Already held: a position opened 2026-09-15 runs until 2026-10-15 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • GSK.LGSK plcPicked #2
    Scout: +7% over 5 days and positive 30-day trend suggest a genuine catalyst-driven move in the pharma name.
    Made the final report at #2.
  • BP.LBP p.l.c.Already held
    Scout: +8.55% over 30 days keeps BP within 7.5% of its 52-week high, reflecting sustained energy-sector strength despite a quiet last five days.
    Already held: a position opened 2026-09-15 runs until 2026-10-15 (29 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • CCH.LCoca-Cola HBC AGPicked #3
    Scout: Steady gains across the 5-day and 30-day windows with only an 11% gap to the 52-week high.
    Made the final report at #3.
  • UU.LUnited Utilities Group PLCPassed over
    Scout: +5.3% over 5 days shows fresh buying interest in the regulated-water sector.
    Aria: Passed the initial momentum screen, but a volume/price divergence warning signal raised doubt that the price gain is backed by genuine buying pressure, leaving only a weak Medium-confidence case (57%).
    Blaze: Flat MACD and a weak 30-day return suggest momentum has stalled despite a good week
    Nova: Price is essentially flat over the past month with only average trading volume — not the profile of a stock in a fresh move
    Orion: Utilities are rate-sensitive and not flagged as a favoured sector; 30-day price gain is essentially flat
    Quinn: No qualifying technical setup — RSI, MACD histogram, Bollinger squeeze and golden cross all fail to trigger
  • AAL.LAnglo American plcAlready held
    Scout: Consistent positive momentum on both the 5-day and 30-day windows, tracking broader strength in industrial metals.
    Already held: a position opened 2026-08-24 runs until 2026-09-23 (6 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.
  • ADM.LAdmiral Group plcDropped at merge
    Scout: Steady 5-day and 30-day gains and only 5.7% off its 52-week high, indicating stable insurer momentum.
    Only Aria selected this stock — single-agent picks require Very High confidence and at least 70% probability (this pick: High, 67% raw (59% after calibration)).
  • AV.LAviva plcPassed over
    Scout: +3.2% over 5 days and trading within 2% of its 52-week high, showing near-term insurer strength.
    Aria: The share price is down slightly over the past month and is underperforming the broader market.
    Blaze: 30-day return is negative, failing the basic positive-trend requirement
    Nova: The stock is down over the past month and lower on the day, failing the basic positive-trend requirement
    Orion: 30-day price return is negative, failing the positive-trend requirement even though its financials sector is in favour
    Quinn: No qualifying technical setup — MACD is bearish with no squeeze or golden cross present
  • FRES.LFresnillo plcPassed over
    Scout: Positive 5-day and 30-day returns tied to the gold-price rally, though further from its 52-week high than peers.
    Aria: Recent 5-day momentum is sharply negative (-4.0%) despite a positive monthly return, failing the short-term trend requirement.
    Blaze: Price is below its 200-day moving average and recent momentum has turned negative
    Nova: Longer-term trend is firmly down — 33% below its 52-week high and below its 200-day average — with below-average volume behind today's bounce, resembling a dead-cat bounce
    Orion: Miners are in favour, but this stock is a laggard within the group — nearly 33% below its 52-week high with weakening 5-day momentum and a strongly negative MACD histogram
    Quinn: Only qualifies via a Bollinger squeeze while 5-day momentum is negative (-4.0%), a weak and internally contradictory setup
  • IMI.LIMI plcAlready held
    Scout: +2.7% over 5 days and only 2.8% off its 52-week high — a quieter but resilient industrial name worth tracking for continuation.
    Already held: a position opened 2026-08-31 runs until 2026-09-30 (14 day(s) left). Re-picking it would concentrate the portfolio, not diversify it.

Agent Analytical Approaches

Aria

Momentum & Technical

Checks 30-day price history for every candidate before making any selection. Requires positive period return and positive 5-day momentum as mandatory gates. Ranks picks by proximity to their period high and adjusts probability based on volume. Uses news only to rule out major negative catalysts.

Blaze

Fundamental & Earnings

Searches earnings results, analyst upgrades, and revenue trends before checking price data. Requires at least one verifiable fundamental catalyst — earnings beat, analyst upgrade, or revenue acceleration — within the last 60 days. Favours stocks with strong fundamentals trading below recent highs (value entry).

Nova

News Catalyst & Event-Driven

Hunts for specific events within the last 21 days: FDA approvals, major contract wins, product launches, earnings surprises, or significant analyst upgrades. Requires a positive price reaction confirming the market is recognising the catalyst. Also scans for upcoming events that could drive further gains.

Orion

Macro & Sector Rotation

Maps the macroeconomic regime (risk-on / risk-off / neutral) and identifies sectors benefiting from current conditions before looking at individual stocks. Only selects stocks from macro-aligned sectors with confirmed sector tailwinds. Adjusts for interest rate sensitivity and geopolitical factors.

Sage

Devil's Advocate

Reviews the final picks after all four analysts agree and actively challenges each bull thesis. Searches for bearish technical signals, negative news, insider selling, and elevated short interest that the agreeing agents may have underweighted. Produces evidence-based counter-arguments shown on each pick card.

Quinn

Quantitative / Statistical

Pure-quant analyst: no news, no narrative, only numbers. Identifies mean-reversion setups from RSI extremes (<35) with momentum turning, Bollinger squeeze breakouts, and multi-factor quant scores using RSI, MACD, OBV, short interest, and insider transaction data. Counterbalances narrative bias across the four analyst agents.