> ## Documentation Index
> Fetch the complete documentation index at: https://docs.ensemble.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Vision & Roadmap

> What's next for Ensemble

**Building the standard platform for AI orchestration.**

## Vision

**Make AI agents as easy to build and deploy as static websites.**

Today: Complex AI workflows require custom infrastructure, monitoring, and maintenance.

Tomorrow: Define workflows in YAML. Push to deploy. Scale automatically.

## Principles

1. **Edge-first**: Deploy globally, run fast
2. **Git-native**: Version everything
3. **No ops**: Zero infrastructure management
4. **Open core**: Core is open source, forever

## Roadmap

### Q1 2025: Core Platform

**Status: Shipping**

* Edgit (Git for edge)
* 12 operations (think, code, storage, http, tools, email, sms, html, pdf, page, ml)
* Pre-built agents (scraper, validator, rag, hitl, fetcher, transformer, scheduler)
* Self-hosted deployment
* Open source release

### Q2 2025: Cloud Platform

**Status: In Development**

* Ensemble Cloud launch
* Web UI for visual ensemble building
* Git-based deployment pipelines
* Real-time observability dashboard
* Team collaboration features
* SSO/SAML integration

### Q3 2025: AI Features

**Status: Planned**

* Advanced agent patterns (ReACT, Chain-of-Thought)
* Multi-agent coordination
* Automatic prompt optimization
* Cost optimization recommendations
* Performance profiling
* A/B testing automation

### Q4 2025: Enterprise

**Status: Planned**

* On-premise deployment option
* Custom model integrations
* Advanced security features
* Compliance certifications
* Dedicated support
* Training & consulting

## Feature Requests

### Most Requested

1. **Visual workflow builder** - Coming Q2 2025
2. **More LLM providers** - Coming Q2 2025
3. **Python SDK** - Coming Q3 2025
4. **GraphQL API** - Evaluating
5. **Self-hosted UI** - Evaluating

### Under Consideration

* WebAssembly operations
* Mobile SDKs (iOS, Android)
* VS Code extension
* Jupyter notebook integration
* Terraform provider

## Operations Roadmap

### Shipping Soon

* `search` - Web search operation
* `image` - Image generation (DALL-E, Stable Diffusion)
* `audio` - Speech-to-text, text-to-speech
* `browser` - Headless browser automation
* `database` - More database integrations (Postgres, MySQL, MongoDB)

### Exploring

* `video` - Video processing
* `voice` - Voice call handling
* `blockchain` - Web3 integrations
* `iot` - IoT device control

## Pre-built Agents Roadmap

### Shipping Soon

* `classifier` - Text classification
* `extractor` - Entity extraction
* `moderator` - Content moderation
* `summarizer` - Text summarization
* `translator` - Language translation

### Exploring

* `researcher` - Multi-source research
* `writer` - Long-form content generation
* `coder` - Code generation and review
* `analyst` - Data analysis

## Integration Roadmap

### Priority Integrations

* **Auth**: Auth0, Clerk, Supabase Auth
* **Databases**: Supabase, PlanetScale, Neon
* **Storage**: AWS S3, Google Cloud Storage
* **Monitoring**: Datadog, New Relic, Sentry
* **Communication**: Slack, Discord, Teams

### Requested Integrations

* **CRM**: Salesforce, HubSpot
* **Payment**: Stripe, PayPal
* **Analytics**: Mixpanel, Amplitude
* **Support**: Zendesk, Intercom

## Community

### Contributing

Ensemble is open source. Contribute:

* **Report bugs**: [GitHub Issues](https://github.com/ensemble/conductor)
* **Feature requests**: [Discussions](https://github.com/ensemble/conductor/discussions)
* **Documentation**: PRs welcome
* **Code**: Check good first issues

### Governance

* **Open core model**: Core OSS, Cloud managed
* **Public roadmap**: This page
* **Monthly releases**: First Tuesday
* **RFC process**: For major changes

## Long-Term Vision

### 2026: The Agent Platform

* **Agent marketplace**: Share and monetize agents
* **One-click deployments**: Deploy community agents
* **Revenue sharing**: Earn from agent usage
* **Agent discovery**: Find agents for any task

### 2027: The AI Operating System

* **Universal agent runtime**: Run any agent framework
* **Cross-agent communication**: Agents talk to agents
* **Autonomous optimization**: Self-tuning workflows
* **Multi-cloud deployment**: Run anywhere

## Next Steps

<CardGroup cols={2}>
  <Card title="Join Waitlist" icon="envelope" href="/cloud/join-waitlist">
    Get early access
  </Card>

  <Card title="Contribute" icon="code-branch" href="https://github.com/ensemble/conductor">
    Contribute to Ensemble
  </Card>

  <Card title="Cloud Overview" icon="cloud" href="/cloud/overview">
    Learn about Cloud
  </Card>

  <Card title="Discussions" icon="comments" href="https://github.com/ensemble/conductor/discussions">
    Join the conversation
  </Card>
</CardGroup>