Forecasts that meet your investment process.
Multi-asset, multi-horizon forecast intelligence with confidence grading, model agreement, and transparent drivers. Built for institutional workflows and compliance documentation.
What Is Cognostrix?
Institutional-Quality Quant Intelligence,
Delivered as a Service
Platform
cognostrix.com
Cognostrix is a production-grade AI platform that transforms 70+ data sources across 7 asset classes into validated trading strategies, forecasts, and portfolio intelligence — delivering the output of a full quant team at a fraction of the cost.
Who It's For
Individual Traders
Pro & semi-professional
Asset Managers & Family Offices
Teams & funds
Fintechs & Brokers
White-label API
Institutional & Hedge Funds
Enterprise custom
Insurance & Reinsurance
Actuarial risk intelligence
What You Get
7
Asset Classes
6
Products
Product
Everything You Need, At a Glance
▲ +2.34% 1-Week Horizon
Signal: Strong Buy · Accuracy: 72%
KEY DRIVERS
▲ Price Momentum
▲ News Sentiment
▲ Options Flow
○ Earnings (neutral)
STRATEGY
Action: BUY
Strength: Strong
Win Rate: 68%
Sharpe: 1.9
POSITION
Qty: 50 shares
Entry: $192.10
P&L: +3.3%
Portfolio: Growth
Asset Managers
Systematic Overlays for Active Managers
Add a quantitative research layer to your investment process.
Research Acceleration
Screen your universe with AI signals. Focus analyst time on high-conviction ideas instead of noise.
Systematic Overlay
Layer quantitative signals over fundamental frameworks for systematic risk-adjusted positioning.
Alternative Alpha Source
Uncorrelated signal stream from ensemble models — expand your alpha budget.
Institutional Compliance
Full audit trail, model documentation, walk-forward validation for your compliance team.
Intelligence
Six Horizons, One Platform
A stock can be bullish short-term but bearish long-term, or flat near-term with a catalyst approaching. Multi-horizon forecasting reveals the full picture.
1 Day
TacticalDay traders, timing entries
Updated daily at EOD
1 Week
TacticalSwing traders, near-term moves
Updated daily at EOD
1 Month
Medium-TermPosition traders, trend following
Updated daily at EOD
3 Months
StrategicStrategic positioning, sector rotation
Updated daily at EOD
6 Months
StrategicAllocation decisions, rebalancing
Updated daily at EOD
1 Year
Long-RangeLong-term investors, annual outlook
Updated daily at EOD
Users can set up forecasts across multiple horizons for a single asset and compare them. When horizons align, conviction rises. When they diverge, it's a signal to dig deeper.
Coverage
One Platform, 7 Asset Classes
Equities
AAPL, MSFT, NVDA, TSLA
ETFs
SPY, QQQ, VTI, IWM
Indices
S&P 500, NASDAQ, DAX
Forex
EUR/USD, GBP/USD, USD/JPY
Crypto
BTC, ETH, SOL, XRP
Commodities
Gold, Silver, Crude Oil
Bonds
Treasury & Corp Bond ETFs
Coming Soon
APAC markets
Output
Every Forecast Tells the Full Story
Six components per forecast — designed for transparency and operability.
1
Direction
Bullish, bearish, or neutral bias
2
Expected Move
Forecasted % change over horizon
3
Confidence
Calibrated from historical accuracy
4
Model Accuracy
Historical hit rate of the model
5
Confidence Interval
Upper and lower bounds on the forecast
6
Key Drivers
Most influential factors
Example: AAPL — 1 Week Horizon
Bullish
Direction
+2.34%
Expected Move
78%
Confidence
72%
Accuracy
+0.8% / +3.9%
CI Range
Momentum↑
Sentiment↑
Options↑
Drivers
Forecasts across 7 asset classes
Equities, FX, crypto, commodities, indices, ETFs, and more.
Validation
Walk-Forward Validation Discipline
This is our moat. Most AI systems fail because they validate incorrectly. Cognostrix uses rigorous walk-forward methodology to simulate real deployment.
Rolling Window Evaluation
Rolling Retrain
Models retrained on cadence using only past data
No Leakage
Automated tests detect forward-looking features
Realistic Costs
Transaction costs and slippage modelled
Regime Testing
Stress tests across different market conditions
Forecasting
Risk-Aware Probabilistic Forecasting
Not “AI magic” — structured probabilistic modelling with uncertainty quantification.
Multi-Model Ensemble
Multiple model families (gradient-boosted trees, deep learning, statistical) contribute to every forecast. No single-model fragility.
Horizon-Specific Models
Separate model configurations optimised for each time horizon — 1D through 1Y. Short-term and long-term require different feature sets.
Continuous Retraining
Models retrain on rolling cadences using only past data. Weights adjust to evolving market conditions with overfitting constraints.
Confidence Quantification
Every forecast includes calibrated confidence and model agreement — not just a point prediction. Know when to act and when to wait.
Example Forecast Output
+2.34%
Expected Move (1W)
78%
Confidence
●●●●○
Model Agreement (4/5)
Edge
Strategy Delivered, Not Tools Provided
Most platforms give you ingredients and ask you to cook. Cognostrix delivers the meal.
| DIY Quant Platforms | AI Signal Vendors | Cognostrix | |
|---|---|---|---|
| Value prop | Build your own strategy | Quick stock picks | Optimised strategy delivered |
| Coding required | Yes — Python / C# | No | No |
| Time to signal | Weeks–months | Minutes | 24 hours |
| Risk management | You build it | None | Built-in |
| Validation | Manual | Opaque backtests | Walk-forward, out-of-sample |
| Model depth | Depends on you | Lightweight heuristics | Compute-heavy ensemble |
| Transparency | Full (your code) | Black box | Confidence, accuracy, drivers |
| Multi-asset | Your effort | Varies | 7 asset classes |
| API / integration | Yes | Some | REST API + white-label |
Coverage-First Model
Thousands of assets, lightweight models, lots of dashboards, lower per-asset precision.
Danelfin, Kavout, Trade Ideas
Performance-First Model
Curated asset universe, heavy computation, fewer but better signals, higher per-asset precision.
Cognostrix — “Depth beats breadth.”
Trusted by disciplined investment teams
Walk-forward validated. No look-ahead. Explainable.
Data
70+ Sources. Automated Daily.
What takes you hours of research, our platform automates end-to-end.
| Category | What We Ingest | Why It Matters |
|---|---|---|
| Price & Volume | OHLCV, adjusted prices, splits, dividends | Foundation of technical analysis |
| Fundamentals | P/E, revenue, margins, growth rates | Valuation and quality signals |
| News Sentiment | AI-scored article sentiment & volume | Narrative shifts and market mood |
| Macro Indicators | GDP, inflation, rates, employment (300+ series) | Economic regime classification |
| Options Flow | Put/call ratios, implied volatility, skew | Smart money positioning signals |
| Insider Activity | Executive buys/sells, transaction sizes | Information advantage indicators |
| Analyst Estimates | EPS forecasts, revisions, recommendation changes | Consensus expectations |
Ingest
Multi-source pull
Quality Check
Anomaly detection
Normalise
Align & clean
Engineer
500+ features
Version
Reproducible
Portfolio Managers
Evidence-Based Portfolio Intelligence
Overlay multi-asset AI signals on your portfolio construction process. From idea generation to risk management, Cognostrix provides a systematic second opinion.
Signal Generation
Daily AI signals across your portfolio universe
Strategy Translation
Automated mapping from signals to position sizing
Portfolio Construction
Optimized allocation with risk budgets
Ongoing Monitoring
Dashboard and API for continuous oversight
Pricing
Tiered Access for Every Level
Explore
Free
60-day trial
5 assets
All horizons
1 portfolio
Pro
€57
/month
15 assets
All horizons
2 portfolios
Quant
€155
/month
30 assets
All horizons
3 portfolios
Business
€375
/month
50 assets
All horizons
5 portfolios
Enterprise
€1,340+
/month
100+ assets
All horizons
10 portfolios
Enterprise Custom includes API access, custom models, intraday refresh, and dedicated support. Pricing shown is indicative — the authoritative source is the published pricing page or a signed Order Form.
Onboarding
Up and Running in Minutes
Create Account
Sign up at www.cognostrix.com. 60-day Explore trial, no credit card.
Build Strategies
Add your instruments. Forecasts are generated within 24 hours.
Interpret Signals
Direction + confidence = signal strength.
Integrate
Dashboard for quick checks, API for systems, CSV for analysis.
For institutional pilots: We offer guided onboarding, methodology walk-through, and a dedicated success contact. Reach out for a bespoke integration plan.
Who We Are
Our Mission
“Financial markets reward disciplined processes and robust decision frameworks. Cognostrix exists to make professional-grade forecasting and analytics more accessible — without compromising on validation, transparency, or operational reliability.”
Transparency
Clear outputs, documented methodology, visible uncertainty
Rigour
Walk-forward evaluation, no overfitting — methodology first
Practicality
Built for real workflows via dashboards and APIs
Improvement
Models evolve with market regimes, new data, and evidence
Cognostrix represents the intersection of sophisticated quantitative finance and Scandinavian design principles — clean, transparent, and engineered for trust.
Questions
Frequently Asked Questions
Is this a trading bot?
No. We provide forecasts and decision-support signals. You make the decisions and execute trades yourself.
Can you guarantee returns?
No. Financial markets are inherently uncertain. We provide a disciplined edge, not certainty.
What's your track record?
We evaluate models using walk-forward methodology. A full performance pack is available under NDA.
How often are forecasts updated?
Daily, after market close (EOD). Intraday refresh available for Enterprise.
Can I cancel anytime?
Monthly plans cancel anytime. Annual plans follow the terms defined at purchase.
Do you offer a free trial?
Yes. 60-day Explore trial with 5 assets, no credit card required.
Is my data private?
Absolutely. Encrypted at rest and in transit. We never share individual user data or watchlists.
Do you provide API access?
Yes, from Pro tier and above. Full REST API documentation available.