VIOLET SYSTEMS
Services

Six ways we turn data into defensible decisions.

Engage us for a single service or combine them. Governance runs through everything we deliver.

AI Governance & Model Risk

Policies, model inventories, risk tiering and audit readiness, so your AI holds up to regulators, auditors and your board.

Experience

Led enterprise data and model governance in financial services, contributing to an 81% reduction in data and risk infractions.

What's included
  • AI governance framework and policy design
  • Model inventory, risk tiering and approval workflows
  • Alignment with NIST AI RMF and ISO/IEC 42001
  • Audit evidence and regulator-ready documentation

Data Science & Decision Intelligence

Recommendations grounded in what happened, what is happening and what is likely next, with the risk and trade-offs spelled out.

Experience

Built predictive credit-risk models that contributed to a 71% improvement in overall loss recovery.

What's included
  • Historical analysis and pattern discovery
  • Real-time monitoring and current-state dashboards
  • Forecasting, predictive modeling and scenario analysis
  • Risk modeling, stress testing and executive-ready visualizations

Custom Software & APIs

Full-stack applications, internal tools and secure APIs built for regulated, data-heavy environments.

Experience

Designed microservices, data platforms and enterprise compliance applications across banking, healthcare and energy.

What's included
  • Governance portals, model registries and approval workflows
  • Secure APIs connecting AI to existing systems
  • Back-end services, microservices and front-end interfaces
  • Modernization of legacy internal tools

Data Engineering

Pipelines, lineage and data quality that make your data trustworthy enough for AI and analytics.

Experience

Directed automated data lineage for AI readiness and led a cloud migration that improved reporting accuracy by 18%.

What's included
  • ETL/ELT pipelines on AWS, Snowflake and Databricks
  • Automated data lineage from ingestion to model inference
  • Data quality monitoring and remediation
  • Cloud migrations and platform modernization

Governed Agentic AI

Multi-agent systems with guardrails, audit trails and human oversight designed in from the start.

Experience

Architected a multi-agent supervisor that automates complex inspection workflows, and researches governance patterns for agentic AI.

What's included
  • Agent and workflow design for regulated processes
  • Guardrails, permissions and human-in-the-loop controls
  • Full decision logging and explainability
  • Evaluation and ongoing performance monitoring

Fractional CTO & AI Strategy

Senior technology leadership without a full-time hire: AI roadmaps, platform choices and ROI.

Experience

Built an engineering function from the ground up through 516% company growth.

What's included
  • AI and data strategy roadmaps
  • Vendor and platform selection
  • Engineering team design and hiring support
  • Board and executive advisory
Flagship offer

AI Governance Readiness Assessment

A fixed-scope engagement that shows where you stand and what to do next. Duration: [X] weeks. Investment: [YOUR PRICE].

  • Inventory of AI models, tools and data sources
  • Risk tiering against your regulatory obligations
  • Gap analysis of policies, controls and data lineage
  • Prioritized 90-day roadmap and executive briefing