A systems builder workbench with dashboards, trading charts, automation flows, and deployment screens.

Enterprise AI / Compliance / Revenue Systems

Human-in-the-middle AI leader for regulated enterprise systems.

I build and lead the operating layer between AI, audit, revenue platforms, ERP, healthcare systems, and the people who still need to make accountable decisions.

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20+ years across enterprise applications, architecture, cloud, data, and software delivery.

SOX ITGC, audit controls, revenue systems, access controls, evidence, and remediation.

AI Human-reviewed, source-backed, traceable workflows for regulated teams.

Positioning

Chief AI Officer energy, built from real enterprise operating experience.

My lane is not AI theater. It is the hard middle: Salesforce, Oracle RevPro, Microsoft Dynamics GP, NetSuite, D365, Zuora, Azure, SOX controls, auditors, integrations, evidence, risk, and the humans who need reliable systems under pressure.

That background now drives my AI work: Gallo AI, HaloBridge, SavitchOS, Gerg, Gerg Vault, AI contract intelligence, compliance tracking, and governed automation that keeps human authority in the loop.

Enterprise AI

Audit-grade AI systems

Human validation checkpoints, prompt logging, versioned LLM orchestration, traceability, structured extraction, and evidence packs that can be reconstructed.

Corporate Apps

Revenue and ERP leadership

Salesforce, CPQ, GP, D365, NetSuite, Zuora, Oracle RevPro, Oracle MFCS Cloud, SalesPad, Celigo, SQL, Power BI, and cross-functional enterprise delivery.

Operator Systems

Built, not just managed

Python/Django platforms, IAM integrations, data warehouses, AI assistants, collection intelligence, trading signal infrastructure, and local-first automation.

Platform bench

The cool shit is not one app. It is an ecosystem.

HaloBridge Halo Fresh Halo Trainer Gallo MVP Gallo AI Rooster Gateway SavitchOS AI Gateway SavitchOS Gerg Mission Control Gerg Vault Card Vault Home Warehouse Forge Alpha Desk Trading Edge Feeds Event-Risk Signals Gerg iPhone QA/UAT Evidence

Built proof

Actual operating surfaces, not resume vapor.

HaloMVP VerifyIQ dashboard for AI output verification.

HaloMVP / HaloBridge

Governed AI verification for regulated documents.

Review queues, scan modes, app profiles, source-trust checks, and evidence-backed AI output verification.

Forge browser scout capture of Alpaca API status.

Forge / Alpha Desk

Browser evidence turned into decision signals.

Headless scouting captures public signals, market infrastructure health, filings, Reddit threads, and reviewable evidence.

Card Vault QR label sheets for physical asset indexing.

Gerg Vault / Card Vault

Physical assets made searchable by AI.

QR labels, intake flows, card photos, AI extraction, valuation support, storage slots, and human review.