OpenAI · Claude · Cloudflare · Private AI

Production AI with the right model and the right boundary.

Workrr builds systems with OpenAI and Claude, operates them through Cloudflare, and deploys private open-source models when privacy or compliance requires tighter control.

OpenAIClaudeCloudflare AI GatewayWorkers AIPrivate models

One system, two jobs

Operate the workflow
Messy inputsControlled actionHuman approval
Improve the workflow
Workflow historyDefects + trendsBetter design
OpenAI + ClaudeAgents, tools, retrieval, reasoning, and evaluation.
Model-fit architectureRoute each task by quality, cost, latency, and risk.
Cloudflare-nativeGateway, compute, state, storage, and controls.
Privacy when neededPrivate models and customer-controlled data paths.

A strong starting point

One workflow with measurable friction.

Workrr is a fit when the work repeats often enough—and matters enough—to justify a production system.

01Meaningful labor or backlogRepeated hundreds or thousands of times.
02Messy, unstructured inputsDocuments, email, databases, and requests.
03Several systems involvedRecords exist, but the workflow stops between tools.
04Defects or trends are hidingHistory contains patterns the current process misses.
05Sensitive or proprietary dataControlled handling and permissions are required.
06A person remains accountableHuman approval is part of the operating model.

Three AI delivery lanes

Match model strategy to the operating requirement.

Use OpenAI or Claude for frontier capability, Cloudflare for production control, and private models when the boundary must be tighter.

OpenAI, Claude, and private AI

Automate the work—and learn from it.

OpenAI, Claude, and private inference can share one governed system while each handles the work it does best.

01 · OpenAI or Claude

Document intelligence

Email + filesUnderstandCreate caseReview
02 · Frontier tools

Research and response

RequestResearchRecommendApprove
03 · Hybrid models

Exception operations

ExceptionClassifyAssignFollow up
04 · Private + frontier

Workflow intelligence

Work historyFind defectsExpose trendsRedesign

Use private models for high-volume analysis and OpenAI or Claude for deeper reasoning where the workflow benefits from it.

Privacy, compliance, and control

Use the most capable model inside the boundary the work requires.

Privacy is not one architecture. Workrr matches data handling, provider access, retention, identity, and audit controls to the actual risk of the workflow.

01

Choose the data boundary

Use OpenAI or Claude enterprise services where appropriate, route providers through Cloudflare, or keep inference on private open models.

Enterprise APIsProvider routingPrivate inference
02

Engineer the controls

Build permissions, human approval, auditability, data minimization, retention, observability, and failure handling into the operating system.

Least privilegeAudit trailHuman reviewRetention
03

Apply domain expertise

Design for work where accuracy, explainability, privacy, and operational accountability carry real consequences.

Financial operationsCollectionsPaymentsInsuranceHealthcareLegal + compliance

OpenAI + Claude expertise

Built around the disciplines that move frontier AI into production.

Workrr’s practice reflects the certification, enablement, deployment, and customer-outcome priorities emphasized by the OpenAI Partner Network and Claude Partner Network.

01

OpenAI solution delivery

Responses, agents, tools, retrieval, multimodal workflows, structured output, evaluation, and product implementation.

02

Claude solution delivery

Context engineering, tool use, MCP integration, retrieval, agents, evaluation, and production workflow design.

03

Certification-led practice

Continuous training and certification standards applied to model selection, safety, security, adoption, and production operations.

04

Partner-program alignment

Engagements designed around the production deployments, enablement, governance, and documented customer outcomes valued by the OpenAI and Claude partner programs.

Why Workrr

Frontier AI expertise with operator judgment.

Clients work directly with founder Shawn Bure from workflow economics through production delivery.

Shawn built and scaled a national recovery operation, founded and sold vertical SaaS product OpenCollect, and has shipped systems across payments, telephony, CRM, integrations, and cloud infrastructure.

1 Qualify2 Design3 Deploy4 Operate

Proof in practice: Reclaira is Workrr’s internal production-software lab, demonstrating governed workflows, payments, communications, permissions, and auditability.

Frontier-model controls

Reliable after the demo.

EvaluationGuardrailsTool permissionsCost controlsHuman escalationObservability

Cloudflare control plane

One platform across model options.

Route OpenAI, Claude, and other providers through AI Gateway, run open models on Workers AI, and keep application data, state, access, and logs in the customer’s Cloudflare environment.

AI GatewayWorkers AIVectorizeR2D1

The next step

Bring one workflow.

We’ll determine where OpenAI or Claude leads, where Cloudflare adds control, and whether private models create a better privacy, compliance, cost, or scale profile.

Model fitPrivacy boundaryCompliance needsSystems involvedOperational ownerFinancial success
Request a workflow assessment855.605.3399Direct or white-label delivery available.