Explainable by default
Every trade carries its rationale, supporting evidence, and approval trail. Investor communication is built into the workflow, not bolted on afterward.
AI-native hedge fund operating system
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Vektor is a paper-first operating stack for research, thesis generation, risk review, and execution oversight. It is designed to feel closer to an institutional control room than a black-box trading bot.
Paper first
Every strategy proves itself in simulation before capital deployment.
Risk veto
Independent auditors can block trades before execution becomes possible.
Full lineage
Decisions, evidence, and overrides remain visible after the trade is over.
Why it feels different
The product is built around trust, not just signal throughput.
The experience should help an allocator understand what the system is doing, why it is doing it, and when it should slow down.
Risk owns the tempo
Vektor is optimized for disciplined pace rather than maximum trade count. The system slows down before it lets uncertainty compound.
Built for operators
Research, allocation, overrides, and post-trade review live in one operating surface so the system feels governable under pressure.
Control layer
Public visibility
- Live PnL is visible without asking for a quarterly update.
- Research notes and operating decisions are readable by humans.
- Paper trading stays available as the default proving ground.
Control layer
Capital controls
- No trade ships without a separate risk opinion.
- Hard limits govern concentration and stress events.
- Manual review can pause or override the machine layer at any point.
Agent bench
Each role has one job and one point of view.
The system stays readable because the responsibilities stay narrow. Research finds. The manager frames. Risk challenges. Control records.
Research
Research agent
Collects market context and turns noisy information flow into ranked opportunities with supporting receipts.
Manager
Fund manager
Frames the trade thesis, capital plan, and expected path before any execution route is considered.
Risk
Risk auditor
Runs independent checks on sizing, liquidity, concentration, and stress scenarios with veto power.
Control
Compliance memory
Logs the full decision chain so monitoring, review, and investor reporting stay consistent after the trade is live.
Start here
Use paper mode to understand the system before you trust it.
Vektor is intentionally opinionated about rollout. You monitor the simulated book, review the decision logs, and only then allow live capital into the loop.