Quant Consulting Practice

AI-Driven Quant Consulting
for Sports & Finance

We build custom forecasting systems, analytics dashboards, trading models, and Discord bots that give clients a measurable edge in markets and sports.

Sports Forecasting Trading Models Discord Bots Custom Analytics
Live Example Output 00:00:00
Market Regime BULLISH
Volatility Index 0.42
Signal Confidence 87%
Real-Time Edge +2.34%
Signals Generated 1,247,892
Finance Sports Discord
What We Do

Our Services

End-to-end quant consulting from model development to production deployment. We deliver working systems, not slide decks.

Sports Analytics Consulting

Custom Monte Carlo game forecasts, player impact metrics, season win probability models, and market edge detection. Delivered via dashboards, APIs, or Discord bots for teams, bettors, and data startups.

  • Game outcome simulations
  • Season projection models
  • Edge detection vs. market odds
  • Discord bot delivery

Financial Quant Consulting

Market regime detection, volatility forecasting (GARCH family), portfolio optimization, and automated signal generation. Built for independent traders, fintech startups, and small funds.

  • Regime detection models
  • Volatility forecasting
  • Risk analytics dashboards
  • Backtesting frameworks

Custom AI & Bot Development

Discord bots that serve forecasts on command, stream daily signals, host AI Q&A for research, and enable paid subscription channels. Plus custom APIs and automated reporting tools.

  • Discord prediction bots
  • Custom prediction APIs
  • Automated report generation
  • Dashboard development
The Difference

Why Clients Choose Kyzlo

You get quant engineering expertise without hiring a full team. Fast delivery, transparent models, and systems built for production.

Mathematically Grounded

Every model we build is transparent and explainable. No black boxes. You understand exactly how predictions are generated and can validate the methodology yourself.

Fast Delivery

MVPs in 1-2 weeks. We ship working systems quickly, iterate based on feedback, and don't waste time on endless planning phases. Production-ready from day one.

Dual Domain Expertise

Sports and finance share core principles: edge detection, risk management, probabilistic thinking. We apply the same rigorous methodology across both domains.

Flexible Engagements

One-off projects or ongoing support. Build a model once and own it, or retain us for continuous improvement. We structure engagements around your needs.

What You Get

Example Deliverables

Clients receive working systems, not theory. Here's what a typical engagement produces.

Interactive Dashboards

  • Real-time model outputs
  • Historical performance tracking
  • Customizable views and filters
  • Mobile-responsive design

Discord Bot Integration

  • On-demand predictions via commands
  • Automated daily signal broadcasts
  • Subscription channel support
  • AI-powered Q&A for your community

Prediction APIs

  • REST endpoints for your applications
  • Real-time and batch predictions
  • Full documentation included
  • Usage analytics and monitoring

Model Documentation

  • Complete methodology write-up
  • Backtesting results and validation
  • Performance benchmarks
  • Maintenance and update guides
Under the Hood

Our Technology

All systems are built on hexagonal architecture—clean separation between business logic and infrastructure. This means your models survive API changes, database migrations, and data feed swaps.

Data Sources
Market APIs Sports Feeds News Sources Custom Data
Data Adapters
Market Data Sports Stats Odds Feeds News APIs
Processing Layer
Feature Engineering Model Inference Risk Analysis Signal Generation
Client Delivery
Dashboards • APIs • Discord Bots • Reports
Predictions Analytics Alerts Insights
Tech Stack
Python TimescaleDB Discord.py FastAPI Pandas scikit-learn Docker AWS/GCP
The Practice

About Kyzlo Labs

Kyzlo Labs is a quant consulting practice specializing in sports analytics and financial modeling. We build custom forecasting systems, trading models, and automated tools that give clients a measurable edge.

Founded by Clark Kitchen, the practice focuses on delivering production-ready systems—not research papers. Whether you need a Discord bot serving daily predictions, a custom risk dashboard, or a full forecasting pipeline, we ship working code fast.

CK

Clark Kitchen

Founder & Lead Engineer

Let's Work Together

Start a Project

Tell us about your project and we'll get back to you within 24 hours to discuss scope, timeline, and pricing.

Prefer email?