One name, four different things - and where Praxis Agents connect
When someone says 'can we integrate Claude?' they might mean the app, the coding tool, the desktop automation system, or the models that power all of them. Those are related - but they are not the same thing.
The Praxis Agents Platform connects to Claude models through the API. We do not embed Anthropic's consumer products. The integration sits at the model layer.
The foundation
Claude Models
The underlying intelligence. Every product below is powered by the same large language models, each used differently.
Opus · Sonnet · Haiku
Consumer product
Claude App
Anthropic's main chat interface to Claude models. A finished product you use directly, not something you build on.
Anthropic-owned
Developer tool
Claude Code
Terminal-based coding assistant. Helps engineers build software with Claude - it isn't part of what they build.
Anthropic-owned
PC automation
Claude Cowork
A visual version of Claude Code for creating and editing your files locally. Designed for personal automation.
Anthropic-owned
The Praxis Agents Platform connects here
Praxis Agents
Connects to Claude (and other) models through the API. Wraps them in agentic logic, memory, approvals, integrations, and audit.
Praxis connects at the model layer
Two questions that come up in almost every conversation
“I built something in Claude - can we just deploy it?”
Anything built in Claude is most likely a great prototype. It helped shape the idea. But the code Claude generated inside the app was designed to show what something could look like, not to deploy as a complete solution.
What the generated code is usually missing
- No authentication or access control
- No error handling when things go wrong
- No monitoring, logging, or audit trails
- No connection to your real systems or external APIs
- No way to update reliably once it is live
The thinking and design are worth keeping. The code needs rebuilding on a fuller foundation.
“Can Praxis let me build things the way I do in the Claude app?”
The Claude app is Anthropic's product. The experience of chatting with a model and iterating freely lives inside their app. The Praxis Agents Platform is not designed to recreate that process.
The platform connects to the same Claude models, but wraps them in something different: a system that remembers context, enforces rules, requires approvals, connects to real tools, and leaves an audit trail.
Use the Claude app for exploration. Use the Praxis Agents Platform when those ideas need to run as real business processes.
Using Claude and integrating Claude are not the same activity
Someone may use a prompt or build a workflow inside the Claude app and assume it can be plugged into a Praxis Agent. That is understandable, but the app is Anthropic's product. Integrations happen through the API directly to the models.
- Using ClaudeWorking inside Anthropic's products (Claude App, Code, Cowork)Not where Praxis lives. Those are Anthropic-owned product experiences.
- Integrating ClaudeBuilding on top of Claude models through the APIThis is where Praxis connects - at the model and API layer.
- Praxis isConfused with the Claude app by people new to the spaceA platform to build AI agents with permissions, memory, approvals, and audit.
Models supply intelligence. The Praxis Agents Platform contains everything around them.
No consumer chat apps are embedded. The platform connects to the model directly, then adds the controls, logic, and integrations real businesses need in their agents.
Agentic logic
Step planning, tool selection, and decision flow under explicit constraints.
Approvals
Configurable review gates before sensitive actions reach production.
Memory and context
Structured knowledge graph with importance ranking and confidence scoring.
Permissions and access
Workspace, role, and per-agent tool boundaries enforced at runtime.
Audit trail
Complete action history with attribution to humans and agents alike.
System integrations
First-party connectors across data, productivity, and marketing platforms.
Action and data guardrails
Sandboxed code execution, encrypted credentials, tenant isolation.
Business-specific rules
Tone of voice, naming, compliance, and approval logic baked into the agent.
When people are talking about Claude
These are the kinds of things we hear all the time. How the Claude products fit together becomes clearer once you can name what each one means.
Scenario
Someone built an app with Claude and wants to deploy it
What that means: They used the Claude app's artifact feature to generate a working demo.
What it does not mean: The generated code is production-ready or safe for real users.
What Praxis would do: Take the validated idea, rebuild it on the platform, then equip it with approvals, permissions, and the integrations the business needs.Scenario
Someone used Claude to draft a campaign plan
What that means: They used the Claude app as a working environment.
What it does not mean: The app itself can be dropped directly into the platform.
What Praxis would do: Rebuild that capability on top of model access, then connect to approvals, channels, CRM, calendars, assets, and reporting.Scenario
A team wants to build the way they do inside Claude
What that means: They like the conversational, iterative experience of working with a model.
What it does not mean: Praxis Agents should replicate Anthropic's app UI or become another chat canvas.
What Praxis would do: Use the same models, but deliver them through structured agents with memory, rules, real integrations, and an audit trail.Scenario
A product team wants AI inside their own platform
What that means: They need API access to a model plus product logic.
What it does not mean: They need to embed Anthropic's consumer app.
What Praxis would do: Praxis Agents currently sit in their own platform and ecosystem. This would be a new product build inside the existing platform.
FAQs about Claude and the Praxis Agents Platform
I built something with Claude - can we just deploy that?
You can build advanced and impressive things with Claude. But code generated inside the Claude app is designed to demonstrate, not deploy. It usually doesn't include auth, error handling, monitoring, or stable integration with your real systems. The thinking is worth keeping; the code needs rebuilding on a fuller foundation.Can Praxis give me the same experience as the Claude app?
The Praxis Agents Platform uses the same underlying Claude models, but it is not trying to recreate Anthropic's app. The Claude app is a sandbox for exploration. The platform is an agent-building system that adds workflows, memory, approvals, integrations, and audit trails. They are different interfaces for different purposes.Can Praxis integrate Claude?
Usually that really means integrating Claude models - which the platform absolutely does, either through Anthropic's API or the Google Cloud API. The Praxis Agents Platform connects at the model and API layer, not by embedding Anthropic's consumer app.Do you mean the Claude app or the Claude models?
Those are related, but not the same thing. The app is the product most people use directly. The models are the underlying capability developers build with.Is Claude Code something customers use inside Praxis?
No. Claude Code is a tool for developers. It can help build software, but it is not the integration layer customers interact with on the Praxis Agents Platform.What about Claude Cowork?
Claude Cowork is Anthropic's local desktop application for working with Claude models. It is not the integration layer a business platform would build on.If I built a process in Claude already, can Praxis use that thinking?
Yes, often as a starting point. The idea, prompt structure, or workflow logic can inform what gets built - but it still needs to be reconstructed properly on the model layer and wrapped in the platform's controls.Why can't you just embed the app?
The app is Anthropic's finished product experience. A production system like the Praxis Agents Platform needs direct model access plus its own permissions, workflow logic, integrations, memory, and audit trail.