Neuroïne | Redefining Financial Modeling at Scale

AI and high-performance computing are transforming financial modeling. Neuroine combines these technologies to help institutions design, execute, and govern models more efficiently — replacing slow, opaque, siloed processes with transparent, collaborative, GPU-powered workflows. 

Finance, Risk, and Actuarial teams face growing complexity, tighter regulations, and faster reporting cycles. Neuroine provides the tools to meet these challenges, enabling faster decisions, deeper insights, and greater trust in modeling. 

Financial institutions rely on complex models for capital, risk, and performance decisions, but many tools were built for a different era — with limited computing power and minimal collaboration. 

Today, teams must deliver faster, more auditable models, yet legacy tools create barriers: 

• Long runtimes and manual processes slow delivery cycles.
• Proprietary codebases and black-box logic restrict transparency.
• Vendor lock-in and niche skillsets make hiring and scaling difficult.
• Fragmented development environments weaken governance and control. 

The result is a costly trade-off between speed, accuracy, and oversight — one that no longer fits the pace or expectations of modern finance. 

Neuroine is a shift in financial modeling — a transparent, open, and GPU-native platform that transforms how models are developed, executed, and governed. 

Take Back Ownership 

• Code in Python or R, not proprietary languages.
• Eliminate dependency on closed vendor ecosystems.
• Hire and retain more easily in an open-source talent market.
• Maintain full intellectual ownership of models and data. 

Accelerate Performance 

• Neuroine automatically compiles and parallelizes code for GPU acceleration — no syntax change required.
• Real-world deployments show up to x15 performance gains, cutting runtimes from hours to minutes.
• Faster iteration cycles mean faster insights and better decisions. 

Govern with Confidence 

• Full version control of models and data for complete traceability.
• Real-time collaboration with granular permission management.
• Audit trails and secure environments for development, testing, and production.
• Governance embedded by design — not added as an afterthought. 

Neuroine is not just another modeling tool. It’s a transformation platform that enables a shift from fragmented, legacy modeling to collaborative, governable, engineering-grade practices. 

Input 

Existing models written in Python or R, along with data sources and assumptions. 

Process 

Neuroine optimizes your code for GPU acceleration, applies version control, and integrates governance and collaboration features automatically. 

Output 

• Faster model execution (hours → minutes)
• Transparent, reproducible workflows
• Simplified validation and audit readiness
• Centralized control across modeling functions 

• 200+ active users across Financial Services
• 10+ enterprise clients, including Fortune 1000 institutions
• Use cases spanning:
  • ALM and Solvency II internal models
  • IFRS 17 projections
  • XVA and reverse stress testing
  • Reinsurance and CAT modeling 

The market has shifted: 

• Regulatory demands: transparency, traceability, reproducibility. 

• Talent realities: open-source skills win. 

• Tech inflection: GPU computing is no longer optional for high-volume, high-frequency modeling.