Resources

Demos & Live Examples

See MatLogica AADC in action with video tutorials, live demonstrations, and interactive examples

Video Demos & Tutorials

The best way to understand AADC is to see it working. Watch how AADC transforms complex financial calculations.

demo

XVA Reference Implementation with AAD

Reference implementation for path-wise sensitivity calculations and XVA metrics computation.

What You'll Learn

  • Compositional approach to financial contracts
  • Smooth approximations for discontinuous payoffs
  • Regression-based continuation value estimation
  • +1 more...
video

Multi-Curve Bootstrapping with Live Risk Sensitivities

Demo of multi-curve bootstrapping and live risk sensitivities with QuantLib + AADC.

What You'll Learn

  • End-to-end kernel recording through minimizer
  • Real-time risk updates
  • Sensitivities through solver to market quotes
video intermediate

AI-Assisted AADC Integration: 345× Faster Python

Watch how Claude AI helps integrate AADC into a Monte Carlo option pricer, achieving 345× speedup with just 24 lines of code — in under half a day.

What You'll Learn

  • How to use Claude AI to integrate AADC into existing Python models
  • Step-by-step AI-assisted model acceleration methodology
  • Performance comparison: Python vs AADC vs hand-optimised C++
  • +1 more...
View Demo
AADC Python Accelerator
video

Browser-Based AADC Demo with Hello World Example

Browser-based demo of AADC interface with Hello World example and forward/reverse modes.

What You'll Learn

  • No-install browser demo
  • Basic recording and differentiation
  • Optimized kernels generated automatically
video intermediate

150-350x Speedup for QuantLib/ORE with AADC

Integration of AADC into QuantLib/Open Risk Engine achieving 150-350x speedup on XVA pricing.

What You'll Learn

  • One-day integration process
  • 357x real example
demo

Browser-Based Live Environment with AADC and QuantLib

Browser-based live Jupyter-style environment pre-loaded with AADC and QuantLib for instant experiments.

What You'll Learn

  • Zero-install playground
  • Immediate prototyping
workshop intermediate

From Python Prototype to 1000x Production Performance

Workshop on moving Python prototypes to bare-metal production performance with AADC (up to 1000x).

What You'll Learn

  • No decorators needed
  • Works with OO code
View Demo
AADC Python Accelerator

Code & Examples

Explore our open-source repositories, reference implementations, and live coding environments

code

Browser-Based Live Environment with AADC and QuantLib

Browser-based live Jupyter-style environment pre-loaded with AADC and QuantLib for instant experiments.

  • Zero-install playground
  • Immediate prototyping
code

Accelerate QuantLib 6-100x with Minimal Changes

Step-by-step guide to accelerating QuantLib and ORE with AADC integration requiring less than 1% code changes.

  • Integration steps required
  • Performance gains achievable
  • AAD enablement process
code

XVA Reference Implementation with AAD

Reference implementation for path-wise sensitivity calculations and XVA metrics computation.

  • Compositional approach to financial contracts
  • Smooth approximations for discontinuous payoffs
  • Regression-based continuation value estimation

Learn More

Understand how AADC works and get started with integration

Ready to Try AADC?

Schedule a personalized demo or start with our AADC Integration Guide