AI-assisted market research · paper validation

Research the signal. Respect the risk.

Qantrive is a governed research environment for market signals, portfolio risk, regime analysis and paper validation — built to make assumptions visible before they become decisions.

Paperdefault execution mode
Visiblerisk & system state
Humandecision ownership
QQANTRIVE
RESEARCH MODE
research signal field
ExecutionPaper
Risk gateActive
Live tradingDisabled
ModeResearch
Signal researchPortfolio heatRegime analysisDrawdownPaper validationSystem healthSignal researchPortfolio heatRegime analysisDrawdownPaper validationSystem health

LIVE RESEARCH CANVAS

Signal is interesting. Context is investable.

RESEARCH STATEPAPERhuman decision ownership
Regimecontext first
Signalhypothesis
Riskvisible
Evidenceinspectable
Decisionhuman

01 / OPERATING MODEL

Designed to slow down the dangerous parts.

01

Research first

Signals are research inputs, not autonomous instructions.

02

Risk before return

Exposure, drawdown and concentration are visible before performance storytelling.

03

Paper by default

The public product truth is explicit: live execution is not the default mode.

02 / SYSTEMS

One research surface. Multiple checks.

01

Signal research

Structured BUY / SELL / HOLD hypotheses with confidence and reasons.

02

Portfolio risk

Heat, exposure, concentration, correlation and drawdown in one research surface.

03

Research lab

Runs, discovery, intelligence and regime analysis separated from execution.

04

Paper validation

Strategies can be observed and compared before any live-market decision.

05

System health

Mode, safety status, kill switch and runtime state remain visible.

06

Evidence trail

Research context and system state are kept inspectable instead of hidden behind a score.

PRODUCT TRUTH

Research software, not a promise of returns.

Qantrive does not present simulated or paper performance as live investment results. Live execution remains a separately controlled capability and is not the default public mode.
Autonomous executionNO
Paper validationYES
Risk visibilityYES
Guaranteed outcomeNEVER