Walk-forward with purge and embargo
The strategy is trained, validated and tested across time-separated segments. Purge and embargo gaps prevent future data from leaking into the training period.
Qelvory · Private beta 2026The AI trading
terminal that
runs
locally
Technical analysis, backtesting, AI agents and automation in a desktop application. Your data, keys and strategies stay on your machine.
Qelvory is a local analysis and execution tool. It does not provide financial advice or promises of results. Automated trading activity is the sole responsibility of the user.
Current statusPrivate beta · waitlist open
Qelvory is already a working application: charting terminal, AI assistant, market screener and demo wallet. We are opening access in waves to people who join the waitlist, prioritizing systematic trading profiles.
The product
This is not a mockup.
It is the app
Real screenshots of the Qelvory terminal running on desktop. Every module shown here already exists and runs locally.Charts
The chart as your working surface.
Candles, indicators, trend lines, Fibonacci, patterns and the full Elliott Wave toolset. Switch symbols and timeframes without friction, rendered entirely on your machine.
AI assistant
An agent that operates the terminal with you.
Ask it in natural language to add indicators, analyze the chart or prepare a backtest. The agent understands your session context, shows the risk level for every action and requires explicit confirmation before execution.
Multi-chart
A complete market view on one screen.
Layouts with multiple simultaneous charts, each with independent symbols and timeframes. Compare indexes, crypto, forex and commodities without opening another window.
Markets
Global screener and macro context.
Indexes, forex, commodities, bonds, ETFs and crypto in a unified screener, plus macro panels like the Buffett Indicator and Bitcoin halving cycles so you keep the broader context in view.
Demo wallet
Practice with paper trading before taking risk.
Watchlist, open positions, daily PNL and exposure in a demo wallet. Validate your full workflow without putting real capital on the table.
Backtesting
Validate without fooling yourself.
Easy backtesting is the kind that lies to you. Qelvory lets you build strategies without writing code and, before treating them as valid, runs them through a validation process most platforms do not even attempt.No-code builder
Strategies as decision trees.
Chain nodes that check a condition, decide and execute an order, without touching a line of code. Define the historical range, optimize parameters, import from Pine Script and export what you build.
The differentiator: an engine that tries to refute your strategy.
Uncontrolled optimization is the fastest way to overfit. That is why Qelvory does not just search for the best parameters: it runs a battery of tests designed to expose bias, luck and data leakage before you risk real capital.
Active suspicion engine
Before accepting a strategy, a catalog of artifacts tries to break it: hidden leverage, regime luck, start-date sensitivity, diversification illusion and more.
Deflated Sharpe Ratio
Adjusts Sharpe for the number of configurations tested. The more you search, the higher the bar: it directly penalizes data mining and multiple selection.
Leakage and look-ahead audit
Detects future dependencies and signals that only exist because the engine looked ahead. If leakage appears, the run stops immediately through a circuit breaker.
Cost and sequence stress
Doubles slippage and commissions, tests liquidity capacity and resamples trade order to estimate the drawdown your account could actually face.
Raw vs. corrected metrics
The report shows optimistic and conservative results side by side, with an explicit verdict: defensible, degraded or rejected. No black box.
Report verdict
DefensibleDegradedRejected
Every run leaves a reproducible report with seed, data version, range and embargo recorded, so anyone can repeat the exact result. The evidence remains available behind every decision.
AI agents
Choose the brain.
Keep control
The assistant works with the strongest frontier models or with local models on your hardware. In every case, no action runs without your confirmation.Claude Opus 4.8
Anthropic's reasoning model for deep market analysis, strategy construction and assisted chart work. Available through credits, with no setup required.
GPT-5.5
OpenAI's alternative integrated into the same workflow: same assistant, same explicit confirmation, you only choose the model. It works with the same rechargeable credit system.
Local models
Run open-source models directly on your hardware. Zero cloud, zero data leaving your machine, full privacy.
Trading bots
Automate without losing control.
Qelvory gives you the infrastructure to run trading bots from your own machine, with your own exchange keys. We do not custody funds, execute orders for you or intervene in your trading: risk and decisions are always yours.
Design
Build the strategy with clear rules and validate it with historical backtesting.
Automate
Turn the validated strategy into a bot that runs from your own machine, with your keys.
Supervise
Monitor positions, PNL and exposure in real time from the terminal wallet.
Privacy and ownership
Local-first is not marketing. It is architecture.
Your strategy is your competitive edge. That is why Qelvory is built so you never have to entrust it to us.100% local execution
Qelvory is a desktop application: charts, backtesting and bots run entirely on your machine, using your own hardware.
Your data is yours
You download the history, store it and manage it from your machine. Exchange keys and strategies remain fully under your control, on your hardware.
Pine Script export
Convert validated strategies into Pine Script and take them to TradingView whenever you want. Open and portable format, always ready to move.
Waitlist
Secure your beta spot.
Sign up in under a minute. We will contact you by email when new seats open.No financial advice. Qelvory provides analysis and execution tools, not personalized recommendations or investment signals.
Bots are your responsibility. Every automated operation is configured and executed at the user's sole risk, on their own machine.
Local-first. Your data, keys and strategies stay on your machine. Neural Paradox does not receive, store or share them.
Who is behind Qelvory
Qelvory is developed by Neural Paradox Labs.
We are the applied engineering unit of Neural Paradox SpA. We build software, data systems and artificial intelligence for internal products and complex business projects.
Visit Neural Paradox Labs