92 markets. 3 AI agents. A 2-minute scan cycle. Crypto, stocks, commodities — all analysed, all the time. The only bot that reads the news and understands what it means.
Every 2 minutes: enrich 92 markets across 8 signal layers (VWAP, vol delta, MACD, TTM Squeeze, market structure, liquidity sweeps, OBV+CVD, Supertrend+Pivots), triage to 8–12, run AI consensus, Claude final gate, execute. Continuously.
VWAP, volume delta, MACD, TTM Squeeze, market structure, liquidity sweeps, OBV+CVD & Supertrend+Pivots computed in parallel — 35 dimensions per symbol before triage. A fresh liquidity sweep, squeeze firing, or Supertrend flip is an instant pass.
DeepSeek pre-screens all 92 symbols down to 8–12 candidates — cutting ~$3.50 per scan in LLM API costs.
Claude (50%), pandas-ta (40%), GPT-4 Vision (10%) vote independently. ≥65% combined confidence required to trade.
Claude reviews all finalists in a single call — approving, rejecting, or sizing down each trade with a one-line reason. The last AI checkpoint before execution.
Kelly sizing, correlation guards, trailing stops, MTF exits, circuit breakers — all enforced before the order fires.
After every trade, agent weights update based on what actually worked. The system gets measurably better each week.
Three independent agents score each candidate from different angles. Their weighted scores combine into a single consensus. Only setups clearing 65% proceed — then Claude reviews all finalists together with full portfolio context before any order fires.
Every retail platform claims “AI” and “news sentiment.” Here’s what that actually means — and what Vektor does differently.
| Manual Trading |
Generic Bots |
● Vektor | |
|---|---|---|---|
| Trades 24/7 without fatigue Always-on executionVektor runs continuously on a dedicated VPS. No sleep, no distractions, no missed setups at 3am. Every market session covered automatically. | ✕ | ✓ | ✓ |
| Multi-agent AI consensus 3-agent vote systemThree independent AI agents — Strategy, Technical Confirmation, and GPT-4 Vision — vote with weighted scores. Combined score must clear 65% to proceed. Exception: a fresh liquidity sweep or squeeze firing triggers a strong-pass, bypassing the threshold. | ✕ | ✕ | ✓ |
| Regime-aware strategy switching Market context detectionThe bot classifies current market conditions (strong bull, bear, choppy, neutral) and adjusts trade bias accordingly — only longs in bulls, only shorts in bears. | ✕ | ✕ | ✓ |
| Circuit breakers & drawdown limits Auto-stop protectionDaily loss limit: 10%. Max drawdown: 20%. When either trips, the bot halts new entries automatically and sends a Telegram alert. | Manual | Basic SL | ✓ |
| Self-improving meta-learner Learns from every tradeGradientBoosting + SGD online learning run in parallel — the batch model learns from history, the online model adapts after every closed trade. SHAP explains each decision. The system gets smarter over time. | ✕ | ✕ | ✓ |
| GPT-4 Vision chart recognition AI sees the chartBefore every entry, a live candlestick chart is rendered and sent to GPT-4 Vision. It identifies patterns, support/resistance, and assigns a risk level as a final visual gate. | ✕ | ✕ | ✓ |
| Claude AI final gate (APPROVE / REJECT / REDUCE) Last AI checkpointAfter multi-agent consensus, Claude reviews all finalists together — aware of open positions, correlation, and regime — then approves, rejects, or scales each trade down. One call, full portfolio context, logged verdict per signal. | ✕ | ✕ | ✓ |
| Directional news intelligence MOAT No bot does this natively18 signed directional keyword buckets (~300 keywords) cover oil/gold/crypto/macro as separate bearish and bullish categories. G7/IEA/SPR reserve releases score oil bearish. DeepSeek applies 30+ event→bias rules. Context injected upstream — filters setups before costly AI analysis runs. | ✕ | ✕ | ✓ |
| Professional-grade risk & execution engine 9 systems working together
| Partial | Partial | ✓ |
From news triage to Claude Final Gate — every layer of the Vektor system is documented in detail for the technically curious.
The bot has been live since March 8, 2026 — less than 72 hours of runtime. Current stats reflect an early period with limited trade count. As sample size grows, performance metrics will stabilise.
Test any strategy configuration against historical market data before going live. The example below uses illustrative data — real backtesting is in active development.
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⚠ Risk Disclosure — Trading perpetual contracts, leveraged instruments, and other derivatives involves a substantial risk of loss and is not suitable for all investors. Leverage magnifies both potential gains and losses, and you may lose more than your initial deposit. Past performance of any strategy, signal, or algorithm — including any results displayed on this platform — is not indicative of future results and provides no guarantee of profitability.
Vektor is an automated research and execution tool. It does not constitute financial advice, investment advice, or a recommendation to buy or sell any instrument. All trading decisions and their consequences are the sole responsibility of the user. You should only trade with capital you can afford to lose entirely, and you should seek independent financial advice if you are unsure whether trading is appropriate for you. By creating an account and using this platform, you confirm that you have read, understood, and accepted this disclosure in full.