Anthropic Claude services
Claude implementation for production agents and business workflows.
Agentix Labs participates in the Claude Partner Network and provides Claude implementation services for production AI agents, tool-using workflows, enterprise integrations, evaluation, security, and operational rollout.
Claude agent architecture
Claude becomes operationally useful when it is connected to the right context and tools under explicit rules. Agentix Labs designs the surrounding system: prompts and policies, retrieval, tool contracts, memory boundaries, approvals, evaluation cases, logs, and recovery behavior.
- Retrieval agents grounded in approved organizational knowledge
- Tool-using agents connected to APIs and business applications
- Multi-step workflows with bounded autonomy
- Human review for external writes and high-impact decisions
Claude, MCP, and OpenClaw
Agentix Labs implements Claude in architectures that may include Model Context Protocol servers, OpenClaw workspaces, messaging surfaces, browser tools, internal APIs, and client-owned infrastructure. The design keeps connectors and credentials outside prompts, applies least privilege, and records tool activity for review.
Evaluation and security
Production acceptance should measure more than response quality. Agentix Labs defines workflow-level evaluation sets covering tool selection, argument accuracy, policy compliance, handoffs, recovery, cost, latency, and task completion. Security review includes data boundaries, secret handling, prompt-injection exposure, external-write approvals, and incident recovery.
Implementation path
- Choose one owned workflow and measurable business outcome
- Map data, tools, actions, risks, and approval points
- Build a narrow Claude-powered pilot with evaluation and logging
- Run supervised production acceptance
- Expand scope only after quality and recovery targets are met