We Build Claude Agents That Ship.
Cirrius is a member of the Claude Partner Network and an OpenAI Services Partner. We design, build, and operate production Claude agents for U.S. enterprises. Our 90-day target is a live agent your team owns, not a slide deck.
- Claude Partner Network member with Claude architecture and build expertise
- The architect who designs the system also builds it
- Day-30 Production Readiness checkpoint built into the delivery process
- Already running Claude in production for Fortune 500 enterprises
Why most enterprise Claude deployments stall
Three failure modes we see over and over, and the way we solve each one.
Pilots that die after the executive briefing
Most enterprise AI pilots die after the executive briefing. Six months later, nothing is in production and the vendor is proposing Phase 2.
Most Cirrius engagements include a Production Readiness checkpoint at Day 30. If a 90-day production target isn’t feasible for your scope, we say so in writing before the contract is signed, not after.
Security and policy gaps
Claude can do work. Whether your security team will allow it to is a separate question that most consultancies treat as someone else’s problem.
Our delivery includes threat modeling, data classification, audit logging design, policy development, and a human-in-the-loop framework your CISO can sign.
Picking the model that fits the workload
Most consultancies recommend the model they know best, not the model that fits your workload. The stack gets chosen by familiarity instead of by fit.
Cirrius runs a formal model-selection evaluation at the start of most engagements. We size up the workload first, then recommend the model and the stack in a written architecture memo. You own the memo regardless of whether you hire us.
Six ways we ship Claude-powered work
We do not start a build without a written success definition. That definition includes a metric, a deadline, and an owner on your side.
Enterprise Agent Architecture
Production-grade design for Claude agents. Multi-agent orchestration, tool integration, function calling, observability, evals, and reliability engineering built for your stack.
Custom Claude-Powered Agents
End-to-end build of agents tied to a business outcome. Customer service, sales operations, claims, research, technical support, regulatory compliance. Production code, version control, ownership transfer.
MCP and Data Pipelines
Model Context Protocol server design, retrieval pipelines, vector stores, and structured data access. Integration into Salesforce, ServiceNow, SAP, and your homegrown systems.
Data and Context Engineering
Accurate retrieval is harder than the agent itself. We engineer the context: chunking strategy, embedding selection, hybrid search, retrieval evals, and context window optimization so Claude operates on the right enterprise knowledge at the right time.
Model Optimization and Cost Engineering
Production agents can burn token budgets fast. We engineer prompt patterns, smart model selection across the Claude family, caching strategies, and routing logic to keep token cost predictable as you scale. Published research on this approach available on request.
Security, Governance, Change
Threat modeling for agentic systems, policy for human-in-the-loop and escalation, training and role redesign, change management that keeps the agent alive after go-live.
How we deliver
Four phases that shape how we ship Claude into production for most engagements.
Strategy and architecture
Business outcomes first. We pick the right agent to build, choose the model, and design the multi-agent topology, integration map, and data access pattern.
Production build and security
Production code on your infrastructure. Security review, threat modeling, data classification, audit logging, and policy development happen in parallel with the build.
Data and context engineering
Agents only work as well as the data they reach. We catalog enterprise data sources, structure retrieval pipelines, and engineer the knowledge layer Claude operates on. Context is where most agent projects quietly fail.
Training, change, ownership
Your team learns the agent and its failure modes. Role redesign and change management run alongside go-live. Optional managed services keep the agent healthy in production.
Typical engagement process for Claude agents
Assess, launch, and optimize. Pick the entry point that fits where you are.
Claude Production Readiness Assessment
Use case scoring, risk map, architecture memo, and deployment estimate. We complete this within 10 days most of the time. Starting point for enterprise teams with internal AI pressure and no clear first agent. If the assessment does not surface a production-ready use case, we will tell you. You leave with the memo either way.
90-Day Claude Agent Launch
Production agent, enterprise integrations, evals, security review, training, and handoff. One quarter from scope to live, owned by your team. Designed for Fortune 500 enterprises with at least one enterprise system of record (Salesforce, ServiceNow, SAP, or equivalent).
Managed Claude Optimization
Monitoring, cost control, prompt and eval improvement, and governance updates. The agent gets sharper, cheaper, and safer the longer it runs.
We don’t ship demos. We ship operating systems.
Industries where we have already shipped Claude into production
Six industries. Each one has a working Claude pattern we’ve shipped.
Consumer Business Services
Customer service deflection, account operations, return and warranty handling.
Healthcare and Life Sciences
Prior authorization, clinical documentation support, member service agents.
Manufacturing
Supplier risk monitoring, technical documentation agents, quality assurance copilots.
High Tech
Developer documentation agents, technical sales copilots, product support deflection.
Agribusiness
Crop and yield data summarization, regulatory compliance documentation, supply chain visibility.
Energy and Utilities
Asset inspection summarization, outage triage, regulatory filing automation.
Why teams ship Claude with Cirrius
The partnerships, the proof, and the production track record.
One current engagement: we deployed an Anthropic-powered executive agent for a senior leader at an enterprise client. It works alongside him every day as a research partner, strategic advisor, and knowledge-work assistant across the full range of executive tasks. He calls it one of the most valuable tools in his workflow and is an enthusiastic reference for qualified prospects.
Let’s talk about your Claude deployment
Four fields. A response within one business day from someone who can read an architecture diagram.
Start a Claude conversation.
A response within one business day from someone who can read an architecture diagram.
Ready to ship Claude into production?
We take a limited number of new Claude engagements per quarter. Current intake is open.