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Models

Claude

Anthropic's hosted models for reasoning, writing and code. Claude is a family of large language models from Anthropic, available through Anthropic's API and through major cloud platforms including Amazon Bedrock and Google Cloud Vertex AI. It supports long context, tool use, vision and structured output. Teams use Claude for coding agents, document analysis, customer-facing assistants and operational automation.

When it is the right choice

  • You need careful reasoning over long documents or codebases
  • You are building agents that call tools and work through multi-step tasks
  • You want to buy through your existing AWS or Google Cloud account
  • Not ideal when data must stay on hardware you own; choose a self-hosted model there

How we use it

  • Build infrastructure and operations agents on Claude with narrow, audited tool permissions
  • Reach Claude through Bedrock or Vertex AI to keep billing and access control in your cloud account
  • Trace prompts, tool calls and token usage end to end and alert on cost or error spikes
  • Run regression evaluations before moving to a new model version
Works well with

Often used together

AWSGoogle CloudOpenTelemetrypgvector
Services

Where it fits in our work

AI service designPut AI features into production with predictable cost and controlLearn more »Automation with AIHand repetitive engineering and business work to automation you controlLearn more »After launchInfrastructure that keeps getting cheaper, faster and safer after launchLearn more »
From the blog

Related articles

AI · November 11, 2026From Idea to AI Feature in Six WeeksHow an AI project runs end to end in six weeks: discovery, design, prototype, infrastructure, rollout, then measuring and improving.AI · November 2, 2026CI/CD for Models and PromptsEvaluation gates, model registries, canary releases and rollback: applying CI/CD discipline to prompts and models in LLM applications.AI · October 23, 2026Fine-Tuning or Prompting? A Decision Guide for Small TeamsWhen prompting, RAG or fine-tuning is the right way to adapt a language model, and what each one costs a small engineering team.
Questions

Claude: frequently asked

Can we use Claude through our AWS account?

Yes. Claude is available on Amazon Bedrock, so access, billing and regional settings go through AWS. It is also on Google Cloud Vertex AI.

Is Claude a good fit for agents that change infrastructure?

It is well suited to tool use, but any agent that changes real systems needs tight permissions, human approval for risky actions and a full audit trail. We design those controls first.

Running Claude, or deciding whether to? Tell us what you have; the first consultation is free.

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