Most organizations have AI work scattered across chat apps, notebooks, and scripts. That fragmentation slows iteration, hides useful work, and makes it hard to standardize prompts or enforce guardrails. Weam, an open-source AI for teams fixes this by giving teams a shared layer—Brains—where conversations, prompts, agents, and documents live together with access controls. The result: reusable workflows, shared context, and less operational drag.
What is Weam
- Open-source AI for teams: Adopt, customize, and extend without black-box tools or lock-in.
- Multi‑LLM in one interface: Switch between models like GPT, Claude, and Gemini—even within the same conversation.
- Custom agents: Build task-specific assistants grounded in your organization’s knowledge and workflows.
- Connections via MCP: Connect Slack, GitHub, Google Workspace, and more so agents can act on the data you already have.
- Your deployment, your rules: Use the hosted cloud, one‑click cloud deployment, or self-host with Docker for full data control.
Brains: the hub for shared AI work
A Brain centralizes:
- Chats: Persistent, context-rich conversations that can be handed off across teammates.
- Prompts: Versioned, reusable templates that keep outputs on-brand and on-policy.
- Agents: Task-specific assistants with tools and domain knowledge baked in.
- Documents: Knowledge sources agents and chats can reference.
- Access controls: Organize Brains within Workspaces so the right people see the right assets.
How teams use Weam across departments
- Sales
- Use Pro Agents like the Sales Video or Audio Call Analyzer to summarize calls, extract objections, and auto-generate follow-ups.
- Share insights in a Sales Brain so marketing and product can spot trends.
- Marketing
- Store brand guidelines and briefs as Documents.
- Use an SEO Article Generator agent to draft on-brand, search-optimized content for review in the same Brain.
- Support and QA
- A QA Agent triages issues, generates test cases, and drafts responses from your knowledge base.
- Keep answers current by linking GitHub or ticket/ticketing data via MCP.
- Product and Engineering
- Centralize architecture docs and RFCs; build agents to answer technical questions, draft specs, or help with coding.
- Pick the best model per task without juggling multiple tools or accounts.
Key benefits
- Single source of truth: Prompts, agents, and docs live together—no version hunting.
- Reusable workflows: Discover, copy, and adapt proven prompts and agents.
- Shared context: Transparent conversations and outcomes reduce duplication.
- Guardrails at scale: Standardize prompts and agents with permissions and controls.
- Model flexibility: Use the right LLM per step, without scattered subscriptions.
Integrate with your stack
- Slack for conversational workflows and quick handoffs.
- GitHub, Google Workspace, and more via MCP so agents can securely use existing data.
- As it is an open-source AI for teams it keeps them in one interface.
Control, security, and deployment options
- Cloud: Start instantly with the hosted version.
- One‑click cloud deployment: Launch on AWS or DigitalOcean with automated scripts.
- Self‑host: Run on your own infrastructure with Docker for full data control and compliance.
- Local development: Ideal for contributors and teams prototyping agents and prompts.
Get started in minutes
- Create a Workspace and add teammates.
- Spin up a Brain for a department or project.
- Upload key documents and connect Slack/GitHub/Google via MCP.
- Save your best prompts as shared templates.
- Build a custom agent for a high‑leverage task (e.g., lead qualification, content drafts, QA triage).
- Iterate together—chats, prompts, and agents evolve in one place.
Open-source and community-driven
Weam is open-source and welcomes contributions across code, docs, and discussion. Adopt it as-is, customize it, or extend it with new agents and integrations—on your timeline, not a vendor’s.
Why teams choose Weam
- Centralized collaboration with Brains
- Multi‑LLM access in one interface
- Custom agents grounded in your data
- Integrations through MCP
- Self‑host for complete control
Try Weam and explore the docs
- Weam: Open-Source AI for Teams
- Weam AI Cloud
- Documentation
- Choose your setup: cloud, one‑click deployment, or self‑host with Docker
With Brains as the shared layer for chats, prompts, agents, and knowledge, Weam turns scattered AI experiments into scalable, cross‑functional workflows your whole organization can trust.
Adopt AI Your Way to Build Better
Weam is an open-source for teams AI. A platform that brings chats, prompts, agents, and documents into shared spaces called Brains. It lets teams use multiple LLMs in one place, integrate tools via the Model Context Protocol (MCP), and deploy in the cloud or self-host—so you get faster collaboration, better knowledge reuse, and no vendor lock-in.
Frequently Asked Questions
What is Weam AI?
Weam AI is an open-source AI for teams that makes it easier for organizations to adopt, customize, and scale AI workflows without vendor lock-in. It provides a unified interface to multiple language models, collaborative features for teams, and tools to build custom agents—all while ensuring full control over your data and infrastructure. Whether hosted in the cloud or deployed on your own servers, Weam AI brings transparency and flexibility to team-based AI adoption.
What are the key benefits of using Weam AI?
The biggest advantage of Weam AI lies in being an open-source AI for teams. It enables organizations to:
- Collaborate Seamlessly: Designed for teams who want to share prompts, workflows, and agents with ease.
These benefits make Weam AI not just a platform, but a foundation for team-driven AI innovation. - Access Multiple Models: Switch between GPT-5, Claude, Gemini, and more in one workspace.
- Avoid Vendor Lock-in: Deploy on your infrastructure while keeping data in your control.
How can I get started with Weam AI?
Getting started with Weam AI is simple, and its open-source AI for teams approach means you can choose the setup that works best:
- Local Development: Run it locally for testing or offline work.
This flexibility ensures teams can begin experimenting with AI without friction and scale as their needs grow. - Weam AI Cloud: Instant access through the hosted platform.
- One-Click Deployment: Launch quickly on AWS or DigitalOcean.
- Self-Hosting: Deploy on your own servers for full control.
What can I do with Weam AI?
Weam AI empowers you to do more with open-source AI for teams by offering:
- Flexible Hosting: Run it in the cloud or on your own infrastructure.
This versatility ensures teams can shape AI to fit their exact needs. - Access to Multiple Models: Use different AI models in the same project or conversation.
- Custom Agents: Build assistants tailored to specific business functions.
- Team Collaboration: Share and co-create workflows across your organization.
- Integrations: Connect with Slack, GitHub, Google Workspace, and more.
Who can benefit from using Weam AI?
Weam AI was built to bring the power of open-source AI for teams into organizations of all sizes. It’s ideal for:
- Technical Teams: Looking for a simpler way to adopt AI without juggling multiple vendors.
In short, any team that wants both collaboration and control will benefit from Weam AI. - Development Teams: Who need reliable access to multiple models.
- Digital Agencies: Managing client projects with isolated workspaces.
- Enterprises: Requiring strict compliance and data governance.
