The TyBuff Difference

One repeatable market process: define the universe, rank it, let the models evaluate it, set the rules — then test it through time and keep it running.

Expanding Access to Advanced Analytical Tools

TyBuff provides AI-powered analytical tools designed to process historical market data and user-defined inputs. The platform supports independent research while keeping you in complete control of every investment decision.

Test the process, not just a portfolio

Anyone can show you a historical chart. TyBuff lets you define an entire repeatable market process — how the investment universe is constructed, how instruments are ranked, how our asset-agnostic models evaluate them, when the strategy re-evaluates, and how capital is allocated — then simulates the whole process through history without hindsight, and keeps recalculating it under the same rules going forward.

Building a strategy means answering four foundational questions:

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What can enter?

A hand-picked list, a fixed universe, or a dynamic point-in-time universe rebuilt from a Market Explorer ranking — TyPulse™, TyScore™, momentum, Sharpe or returns — with the Top N re-selected at every rebalance date, including instruments that were later delisted.

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When does it re-evaluate?

Daily, monthly, bi-monthly, quarterly or a custom schedule — down to the day of the month, and even which months of the year are active. Timing is a real part of a strategy, not an afterthought.

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How many positions?

Maximum simultaneous holdings, initial capital, and whether profits compound over time or the allocation per position stays fixed for the whole simulation.

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How is capital prioritized?

A predictable standard order — or AI-ranked priorities (Risk, Momentum or Resilience) that decide which qualifying instrument wins a free portfolio slot.

Build → Test → Save → Monitor → Refine. The same saved process keeps recalculating going forward — you watch what it shows, and every decision stays yours.

Why Traditional Approaches Fall Short

Today's markets are characterized by unprecedented volatility and rapid shifts in sentiment. Traditional analysis methods—and even many AI platforms— struggle to keep pace.

Traditional AI Platforms

Asset-Specific Models

  • Separate model for each stock or ETF
  • Constantly require fine-tuning
  • High risk of overfitting to past data
  • Struggle with new market conditions
  • Limited flexibility across assets
TyBuff Approach

Universal Model

  • Single model works across all assets
  • No constant recalibration needed
  • Minimizes overfitting through generalization
  • Applies consistent analytical rules to new market data
  • Flexible and scalable system design

The Evaluation Layer: Asset-Agnostic by Design

Inside that process sits TyBuff's evaluation layer. Your universe and rankings decide what is eligible; the models decide how each qualifying instrument is evaluated — one consistent analytical lens, not a separate model for every security. TyBuff uses a structured modeling methodology designed to analyze generalized market data, applied as a universal, asset-agnostic framework to user-selected inputs.

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Generalized Learning

Our AI doesn't "see" specific assets during training. This enables it to process generalized statistical relationships in historical market data.

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EOD Application

Once deployed, the model processes end-of-day market data and generates analytical outputs based on user-defined parameters.

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Robust & Flexible

By avoiding overfitting to historical performance, TyBuff applies consistent analytical rules across varying historical market environments.

TyBuff's Universal Model Architecture TRAINING PHASE • Generalized patterns • No specific assets • Universal behaviors AI MODEL Asset-Agnostic APPLICATION 📊 Stocks 📈 ETFs 💰 Crypto + More Key Benefits ✓ No overfitting to specific assets ✓ Designed to operate across different historical market environments. ✓ Scalable to unlimited securities

Unlike traditional platforms, TyBuff applies a universal modeling framework to user-selected assets.

Go deeper: how our models were born →

Platform Advantages

01

A Process, Not Just Settings

You don't tweak an endless list of parameters — you answer four foundational questions: what can enter, when the process re-evaluates, how many positions it can hold, and how capital is prioritized.

02

Universal Applicability

A single modeling framework applied across stocks, ETFs, and crypto without asset-specific adjustments.

03

Structured Methodology

Built using structured backtesting frameworks and statistical modeling techniques designed to reduce overfitting and unstable correlations.

04

Forward Continuation

A saved strategy is not a dead backtest. Each past period is frozen so results stay reproducible, and the same rules keep recalculating as new market data arrives — you monitor what your process shows.

Recently Shipped — and What's Next

We're constantly expanding TyBuff's capabilities to give you even more powerful research tools.

🧭 Market Explorer — now live

Rank and screen the whole market by TyPulse™, TyScore™, momentum, Sharpe and returns — the same rankings that can drive a dynamic strategy universe.

✨ Dynamic point-in-time baskets — now live

Strategy universes that rebuild themselves at every rebalance date from a Market Explorer ranking — free of hindsight and survivorship bias, with a frozen, reproducible schedule.

📊 Portfolio monitoring — now live

Save your strategies, review their historical simulations, and watch the same saved process recalculate going forward as new market data arrives.

🌐 Expanded Asset Coverage — coming soon

Broader cryptocurrency support, international markets, commodities, and alternative assets— all analyzed through our unified AI framework.

Ready to Explore Data-Driven Analysis?

Join users who rely on AI-powered analytical tools to support independent research. Your investments, your choices—powered by structured market data analysis.