Modern infrastructure for risk systems.
Built on decades of managing risk and running production systems for commercial operations.
Mandates
Mission-critical risk infrastructure mandates for institutions where failure is unacceptable.
Infrastructure
Design and implementation of institutional-grade data and risk systems.
Pipeline Integrity
Restore control across ingestion, transformation, and reporting.
Market Data
Design ingestion layers that reduce vendor lock-in and silent data risk.
Calculations
Versioned, explainable, replayable risk numbers.
Governance
Align ownership, governance, and control with infrastructure reality.
Aggregation
Formalize how infrastructure feeds capital allocation decisions.
Governance
Models
Data
Infra
Integration
Operations
Standards
The architectural standards we follow for risk systems and data infrastructure.
Accounts
Account, subscription, and project layout that scales with teams and risk.
Environments
A single, predictable path from commit to production.
Pipelines
Data movement that is boring to run and easy to trust.
Logic
Deterministic, auditable numbers for risk and trading.
Releases
Deployments that feel routine, not heroic.
Blocks
A consistent shape for every component so it is testable, observable, and safe to promote.
Proof of Work
Systems we have built, operated, and scaled.
BatteryOS
Production analytics platform for grid-scale energy storage, serving institutional asset owners.
Institutional Energy Trading & Risk
Decades of building and operating trading and risk systems at BNP Paribas, Barclays, and AEP.
Greenflash
Energy transition platform for developing and investing in storage, generation, and flexible load at scale.
Signals
Structural early warnings that indicate risk infrastructure degradation before visible failure.
Governance Drift
Model Instability
Pipeline Failure
Environment Drift
Integration Breakdown
Operational Debt