MatLogica | AADC Return on Investment

AADC Return on Investment

Four Ways AADC Delivers Measurable ROI

Replace expensive platforms, reduce infrastructure costs, boost team productivity, and unlock new revenue streams. See how AADC creates value across your quantitative finance operations.

Quantifiable Value Across Your Organization

AADC delivers ROI through multiple value streams that work together

Four Ways to Create Value:

  • Platform Migration: Replace Murex/Numerix with in-house library or open-source
  • Cloud Savings: 50-80% infrastructure cost reduction
  • Productivity: 3-5x more models per year
  • New Revenue: Enable real-time pricing & live risk

ROI Scenario Overview

Calculate your potential savings for each scenario

💰

Platform Migration

Value: $2M-15M annual savings

  • Replace Murex/Numerix/Calypso
  • Build inhouse or use QuantLib/ORE + AADC
  • Eliminate massive license fees
  • Match or exceed vendor performance
  • Full control of technology stack
Calculate Savings
☁️

Cloud Cost Reduction

Value: $500K-2M annual savings

  • 50-80% reduction in compute costs
  • 10-100x faster = less cloud time
  • No GPU hardware purchases
  • Run 100x more scenarios on same infrastructure
  • Immediate, measurable savings
Calculate Savings
⚡

Developer Productivity

Value: $500K-1M equivalent

  • 2-4 months → 2-4 weeks per model
  • 3x+ more models per year
  • 70-80% reduction in dev time
  • Minimal code changes (<1%)
  • Like hiring 4 quants for free
Calculate Value
📈

New Revenue Opportunities

Value: $1M-10M+ potential

  • Enable live risk capabilities
  • Real-time pricing for complex products
  • Quote faster than competition
  • 100x more what-if scenarios
  • Unlock previously impossible strategies
Learn More

Multiple ROI Streams Work Together

Organizations typically benefit from multiple scenarios simultaneously, compounding the value creation

Typical Large Bank Implementation

Year 1 Value Creation:

✓ Platform migration savings: $2M-5M
✓ Cloud cost reduction: $1.6M
✓ Productivity gains (10 quants): $1.5M equivalent
✓ New trading revenue: $2M+ (conservative)
Total Annual Value: $7M-10M+

Implementation timeline: 6-12 months to full deployment

Ongoing value: Perpetual with minimal maintenance

Scalability: Value increases as more teams adopt

ROI By Organization Type

Tier 1 Investment Banks

Primary Focus: New revenue opportunities + cloud savings

Scale: $5M-15M+ annual value

Key Drivers: Live risk capabilities, massive compute reduction, platform independence

Tier 2/3 Banks

Primary Focus: Cloud savings + vendor replacement

Scale: $1M-3M annual value

Key Drivers: Infrastructure optimization, cost control, competitive pricing

Hedge Funds

Primary Focus: Developer productivity + new strategies

Scale: $1M-5M annual value

Key Drivers: Speed to market, competitive edge, strategy complexity

Asset Managers

Primary Focus: Scalability + regulatory compliance

Scale: $500K-1.5M annual value

Key Drivers: Handle more portfolios, compliance accuracy, infrastructure efficiency

ROI Beyond Dollar Savings

Risk mitigation and strategic benefits that are hard to quantify but critically important

🛡️ Regulatory Compliance

Accurate Greeks for FRTB, SA-CCR, and stress testing. One regulatory fine avoided can pay for AADC many times over.

✓ Audit Readiness

Verifiable AAD implementation speeds model validation and passes auditor scrutiny with mathematical rigor.

🔒 Strategic Independence

No vendor dependency, no GPU lock-in. CPU-native solution future-proofs your technology stack.

⚠️ Reduced Operational Risk

Fewer manual calculation errors, automated gradient generation reduces sign-flip bugs and compliance risks.

Calculate Your Potential ROI

See how AADC can create value for your organization