Claude · Frontier models · Private AI

Production AI with Claude—and the right model for the work.

Workrr builds Claude-powered systems, deploys frontier models through Cloudflare, and delivers private open-source AI when data control matters most.

Evaluate a workflow See examples

ClaudeFrontier modelsCloudflare AI GatewayWorkers AIPrivate models

One system, two jobs

Operate the workflow

Messy inputs→Controlled action→Human approval

Results become evidence↻Evidence improves the next run

Improve the workflow

Workflow history→Defects + trends→Better design

Claude-first deliveryClaude agents, tools, retrieval, and evaluation.

Frontier flexibilityRoute each task to the model that fits.

Cloudflare-nativeGateway, compute, state, storage, and controls.

Private-model optionOpen models with customer-controlled data.

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

Claude + frontier models

Claude Systems Engagement

Build a production workflow, agent, or product capability around Claude’s reasoning, tool use, and multimodal intelligence.

Claude use-case and model selection
Tool use, MCP, and application integration
Retrieval and grounded responses
Evaluation, guardrails, and human approval
Production launch and iteration

Design a Claude system →

Claude on Cloudflare

Cloudflare AI Platform Engagement

Put Claude and other frontier models behind a governed Cloudflare production layer built for control, resilience, and scale.

AI Gateway and provider routing
Workers application and orchestration
Durable state, queues, and workflows
R2, D1, Vectorize, and retrieval
Logging, rate limits, cost, and fallback controls

Deploy Claude on Cloudflare →

Private open-source AI

Private Model Infrastructure

Deploy open models with Cloudflare-backed inference and customer-controlled application, data, access, and observability layers.

Open-model evaluation and routing
Workers AI inference architecture
Private retrieval and data services
Identity, permissions, and audit boundaries
Hybrid fallback to Claude when appropriate

Plan private AI →

Claude and AI systems

Automate the work—and learn from it.

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

01 · Claude

Document intelligence

Email + files→Understand→Create case→Review

02 · Claude + tools

Research and response

Request→Research→Recommend→Approve

03 · Hybrid models

Exception operations

Exception→Classify→Assign→Follow up

04 · Private + frontier

Workflow intelligence

Work history→Find defects→Expose trends→Redesign

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

Claude expertise

Built around the disciplines that move Claude into production.

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

Claude solution delivery

Use-case design, prompt and context engineering, tool use, MCP integration, retrieval, agents, and product implementation.

Certification-led practice

Continuous Claude training and certification standards applied to evaluation, safety, security, adoption, and production operations.

Partner-program alignment

Engagements structured to produce the production deployments, enablement, and documented customer outcomes valued by Anthropic’s Services Track.

Why Workrr

Claude 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.

Claude production controls

Reliable after the demo.

EvaluationGuardrailsTool permissionsCost controlsHuman escalationObservability

Cloudflare control plane

One platform across model options.

Route Claude and frontier 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 Claude leads, where Cloudflare adds control, and whether private models create a better security, cost, or scale profile.

Claude fitPrivate-data boundaryModel routingSystems involvedOperational ownerFinancial success

Request a workflow assessment 855.605.3399Direct or white-label delivery available.