Amberoon Confidential
Google AI Futures Fund Application
Google AI Futures Fund
Application by Amberoon Inc.
Project Title: Statum AZR – Agentic AI Simulator for Bank Resilience and Risk Strategy
Executive Summary: The Opportunity
Statum AZR is our proposed next-generation financial simulator, leveraging Google's AlphaEvolve to transform how banks prepare for systemic shocks through evolutionary AI. This new product would combine agentic simulation with Google's multimodal AI capabilities, creating the future of banking resilience—one where community banks can anticipate the unexpected and adapt in real-time.
Our Track Record with Google
- FDIC Tech Sprint Finalist (2021): Partnered with Google Cloud team
- U.S. Treasury Recognition: Manatoko ID platform selected in FinCEN Digital Identity Tech Sprint
- Active Deployment: Statum KPI already serving banks with predictive analytics
Transformation Flow
• Static Testing
• Limited Scenarios
• Backward-Looking
• Spreadsheets
• Dynamic AI Simulation
• Millions of Scenarios
• Predictive & Adaptive
• Multimodal AI Insights
1. Why This Historical Moment Demands Action
The world has entered an era of compounded uncertainty. The 2008 global financial crisis reshaped trust in traditional financial systems. More recently, the 2023 collapses of SVB and Signature Bank revealed systemic fragility and the inability of static ALM models to keep up with emergent economic shocks.
SVB Collapse Timeline
Why Google as a Partner is Essential
- AlphaEvolve Integration: Only Google has the evolutionary AI technology we need
- Multimodal AI Suite: Gemini, Imagen, Veo - the complete AI stack for financial simulation
- Cloud Infrastructure: The compute power necessary for millions of banking scenarios
- R&D Collaboration: Joint development to create new financial AI paradigms
2. System Architecture Overview
Google AI Integration Layer
Analysis & Insights
Visual Scenarios
Agent Evolution
Dynamic Parameters
Statum AZR Core
Bank Systems Integration
3. Problem vs Solution
❌ Traditional Problems
- Static Scenarios
- Manual Analysis
- Limited Access
- Black Box Results
✅ AZR Solutions
- Evolutionary Scenarios
- AI-Powered Insights
- Cloud Democratization
- Explainable AI
4. Investment Request: $5 Million
Capital Allocation Plan
Regional Bank Pilot
$900K
- $20-100B assets
- Complex ALM (>10K scenarios)
- Advanced regulatory reporting
- Sophisticated stress modeling
- Multi-jurisdiction compliance
Community Bank Pilot
$600K
- $1-20B assets
- Core scenarios (<10K scenarios)
- Simplified UI/UX
- Standard stress testing
- Democratized AI access
5. Expected Impact & Success Metrics
6. Market Opportunity
U.S. Banking Market
Why Now + Why Us + Why Google
🕐 Why Now?
The financial system stands at a critical inflection point. The 2023 collapse of SVB exposed fundamental weaknesses in traditional stress testing.
This is the moment when evolutionary AI can transform banking resilience.
🎯 Why Us?
✓ FDIC Tech Sprint Finalist with Google
✓ U.S. Treasury FinCEN Recognition
✓ 25+ years combined leadership
✓ Former DARPA scientist on team
✓ Direct regulatory relationships
🤝 Why Google?
🧬 AlphaEvolve - Unique evolutionary AI
🎯 Gemini - Industry-leading LLM
🎨 Imagen/Veo - Visual generation
☁️ Cloud Infrastructure - Unmatched scale
🔬 DeepMind Partnership
🚀 The Perfect Convergence
Market Need + Technology Readiness + Team Expertise = STATUM AZR
This is our moment. Together, we can build the future of banking resilience.
Leadership Team
Shirish Netke
CEO
Tech industry veteran with 25+ years leading AI, banking analytics, and resilience solutions. Led projects with U.S. Treasury and FinCEN.
Dr. Jaideep Srivastava
Chief Scientist
World-renowned AI researcher, expert in agent-based simulation and knowledge discovery. Former DARPA investigator.
Contact Information
Shirish Netke
CEO, Amberoon Inc.
408-689-2846