Use cases

Real signals, real positions, real reasoning.

Same loop, different desks. A signal arrives, the AI weighs it against your portfolio, your risk, your open positions, and only acts when something actually matters.

Day traderFor active traders
SignalTradingView

AAPL 4H breakout · vol 2.1× · last $187.42

ThoughtKai reasoning

Trend's live, volume confirms. HTF aligned. R/R works at $187.20 entry, $185.10 stop, $192 target — that's 3R if it follows through.

ActionDrafted ticket

BUY AAPL · 100 shares @ $187.20 limit · stop $185.10 · TP $192.00

SwingFor multi-day setups
SignalEarnings calendar

NVDA earnings beat · +12% AH · revenue +28% Y/Y

ThoughtKai reasoning

Reaction's cleaner than last quarter. Position sizing on $50k account at 2% risk: 30 shares around $720, stop under the gap fill at $702. Don't chase pre-market spike.

ActionPosition-size suggestion

Wait for retest · 30 shares @ $720.00 · stop $702.00 · risk $540 (1.08% of equity)

OptionsFor volatility sellers
SignalPolygon

TSLA IV crush post-ER · 30d IV 64% → 41% · IV rank 22nd pct

ThoughtKai reasoning

Vol got crushed but skew is still rich on the put side. Iron condor 240/250/280/290, 14 DTE, collect ~$1.85 credit, max loss $815. Take 50% profit or close at 21 DTE.

ActionDrafted spread

TSLA Iron Condor 240P/250P/280C/290C · 14 DTE · credit $1.85 · 1 contract · max loss $815

CryptoFor 24/7 markets
SignalBinance

BTCUSDT funding flipped negative · -0.012% · OI down 4%

ThoughtKai reasoning

Crowded shorts at the local low. Contrarian fade: long around 67,200, stop under the swing at 66,400, exit if funding flips positive again. 0.15 BTC sizing for 1.2% portfolio risk.

ActionOrder routed via your Binance API

BUY 0.15 BTCUSDT @ 67,200 limit · stop 66,400 · TP 68,800 · post-only

FuturesFor commodity & index desks
SignalCFTC COT report

Commercials net long crude +18k contracts · largest WoW shift in 6 months

ThoughtKai reasoning

Commercials don't usually pile on this aggressively without smelling something. You're already short 2 CL micros from $79 — that's now fighting the smart money. Hedge half.

ActionHedge sizing draft

Buy 1 MCL @ market to halve exposure · keep 1 short open · re-evaluate at next COT

EquityFor long-only investors
SignalSEC 13F

Berkshire filed Q3 13F · added $1.2B OXY position · trimmed AAPL 5%

ThoughtKai reasoning

Three of your watchlist names overlap with what they added. OXY isn't in your book and now sits at a 6-month low. Worth a deeper read before next rebalance.

ActionResearch note + watchlist update

Added OXY to watchlist · 1-page summary: position size in BRK book, recent buys timing, current valuation vs entry

Macro / FXFor rates & currency desks
SignalFRED

US CPI 3.2% MoM vs 3.1% consensus · core 4.0% in line · DXY +0.4% pre-print

ThoughtKai reasoning

Headline beat is hot but core was in line — knee-jerk DXY pop is fading already. Existing EURUSD long is fine. Trim half, reset stop tighter, let the rest ride into the close.

ActionVolatility-aware order

Sell 50% of EURUSD long @ 1.0820 · trail stop on remainder to 1.0790 · alert on DXY 104.50 break

Risk-awareFor prop & disciplined retail
SignalTradingWizard portfolio engine

Drawdown -4.8% on the day · approaching 5% daily-loss circuit breaker

ThoughtKai reasoning

Three losing trades in a row. The book's tilted. Don't let one bad afternoon wipe the week — pause new entries, tighten stops to break-even on what's open, walk away.

ActionRule-engine update

New entries paused for 4h · all open positions: stops tightened to entry · 1-line journal entry written for review

QuantFor systematic traders
SignalInternal backtest webhook

Strategy "trend-fade-15m" out-of-sample Sharpe 0.81 vs in-sample 1.42 · drift on EURUSD

ThoughtKai reasoning

Performance fell off a cliff out-of-sample on a single pair — overfit to EURUSD trending regime. Re-run with a regime filter and a 2024-only OOS slice before paper-trading.

ActionDrafted parameter sweep

Queued: lookback ∈ [10,20,30] × ATR mult ∈ [1.5, 2.0, 2.5] · regime filter on/off · OOS = 2024 H2

Prop / fundFor multi-trader desks
SignalAccount telemetry

Trader-04 hit -2.5% intraday · daily loss limit set at -2%

ThoughtKai reasoning

Limit's a limit. Don't email back-and-forth, don't 'just one more setup'. Lock the account, send the rationale, schedule the post-mortem.

ActionAccount-level lockout

New orders blocked for Trader-04 until 09:30 ET · open positions left untouched · Slack note posted to #risk with breach summary

Your strategy isn't listed?

The loop is the same regardless of what you trade. Open the terminal and Kai picks up your context — portfolio, risk, open positions — from the first session.