I build production AI systems that connect business outcomes to working software. Today I lead workrr.ai, an AI systems practice building workrr Studio and focused Cloudflare implementations for applications, data, orchestration, security, observability, and private or hybrid inference. Frontier models remain available as an escalation path when the work genuinely requires them.
My credibility comes from operating at scale, not AI vocabulary. I built a national recovery company to $65M in revenue, 20 locations, and 2,000+ people; built a technology spinout to $30M+ before acquisition; and have since led SaaS modernization, cloud migrations, multi-million-dollar integrations, communications systems, and AI-enabled products.
Example systems include Reclaira for collections, AR, and telephony; GlassMaster for communications and corporate operations; and workrr Studio as the governed control layer. They solve different operating problems with the same discipline: focused model capability, Cloudflare-native production architecture, accountable workflows, and explicit human control.
Core Expertise
OpenAI Solution Delivery
Codex-Enabled Engineering
Cloudflare AI Control Planes
Private & Hybrid AI Systems
Agentic AI & Workflow Automation
Customer-Controlled Cloud Deployment
Workers AI, AI Gateway, Vectorize
Payments, Telephony & CRM Integration
Serverless Architecture
Product and Platform Leadership
30 min · complimentary
Request a collections & AR assessment
Bring your aging report and DSO target. Pick what you want to explore, one topic or several, and share how to reach you. I’ll follow up to schedule a 30-minute working session.
Example Systems
Reclaira
Collections, AR & telephony system
An example of AI-assisted engagement paired with deterministic financial truth and accountable operating controls.
- Prioritizes accounts, supports cash forecasting, and coordinates approved collections and AR workflows.
- Combines a complete telephony stack with Twilio voice and messaging, contact history, payment workflows, negotiation support, and human handoffs.
- Uses governed model routing, named approvals, audit evidence, stop conditions, and recovery paths around financial actions.
GlassMaster
Corporate operations & telephony system
An example of one operational surface connecting communications, business data, field activity, and accountable execution.
- Spans web, mobile, desktop, and kiosk workflows for operators, frontline teams, and customer-facing work.
- Adds a complete Twilio-integrated telephony stack for voice, messaging, routing, call context, event capture, and human escalation.
- Coordinates real-time work through Cloudflare Workers and Durable Objects with retrieval, agents, testing, and explicit handoffs.
workrr Studio
Governed AI operations platform
An example of the control layer that turns model output into bounded, observable business work.
- Moves workflows through Discover → Shadow → Assist → Bounded Automation instead of jumping directly to autonomy.
- Provides named approvals, permissions, privacy and DLP controls, evaluations, tested releases, recovery, and emergency stops.
- Runs focused Cloudflare-native implementations by default, with frontier models available as a governed escalation path.
Professional Experience
workrr.ai
Founder | Chandler, Arizona
- Lead an AI systems practice that turns focused models, agents, retrieval, tools, multimodal inputs, and structured outputs into governed production systems through workrr Studio.
- Use OpenAI and Codex as primary delivery harnesses, with Cloudflare providing application compute, gateway control, durable state, storage, orchestration, identity, and observability.
- Wire ERP/AR, billing, payment processor, bank feed, email, and dispute data into a private catalog — the single source behind a Work Queue, Cash Forecast, and Account Risk app.
- Lead product strategy, technical architecture, and implementation across Cloudflare Workers, Workers AI, AI Gateway, Vectorize, D1, R2, KV, Queues, Workflows, and Durable Objects.
- Design three clear deployment boundaries: OpenAI-led solutions, OpenAI governed through Cloudflare, and private or hybrid inference where data handling requires tighter control.
- Designed agent workflows with human-in-the-loop approvals so automated outreach and risk scoring stay accountable to finance and audit.
Feb 2023 - Present
Open Holdings Technology Solutions
Founder · Technology Infrastructure and Product Consultant | Tempe and Chandler, Arizona
- Built and delivered cloud-based SaaS and infrastructure solutions across telecommunications, collections, CRM, and payment operations.
- Led product design, software delivery, systems integration, and client implementations across JavaScript, TypeScript, Python, Go, SQL, and NoSQL environments.
- Implemented telephony and communications platforms integrating Twilio, Telnyx, Nexmo, Asterisk, FreeSWITCH, and cloud-hosted dialer systems.
- Managed cloud and on-premise infrastructure across AWS, GCP, Azure, and Cloudflare services including DNS, CDN, security, and edge delivery patterns.
- Led serverless architecture, API design, cloud migrations, database transitions, vendor selection, implementation planning, and delivery governance for SaaS and digital businesses.
- Improved engineering and release processes while bridging executive priorities with hands-on technical delivery.
Aug 2011 - Feb 2023
OpenCollect
Founder | Arizona
- Founded, built, and commercialized a collections-CRM SaaS — the operational software collection teams ran day to day.
- Sold it as a subscription product to the collections market a decade before AI could automate the actual work — the proving ground Reclaira is built on.
Mid-2010s
Nationwide Recovery Group
Founder | Tempe, Arizona
- Built a bootstrapped accounts-receivable recovery business into a $65M national operation spanning 20 locations and more than 2,000 people.
- Owned strategy, P&L, operations, technology direction, and organizational design while managing more than $500M in assets.
- Built the dialer, workflow, CRM, payment, compliance, and reporting infrastructure that supported collector productivity and recovery performance at scale.
Aug 2009 - Sep 2014