diff --git a/documentation/docs.json b/documentation/docs.json
index a705f779..b3d12343 100644
--- a/documentation/docs.json
+++ b/documentation/docs.json
@@ -11,12 +11,23 @@
"navigation": {
"tabs": [
{
- "tab": "Guides",
+ "tab": "Wavefront",
"groups": [
{
"group": "Getting started",
"pages": [
- "index",
+ "index"
+ ]
+ }
+ ]
+ },
+ {
+ "tab": "FloAI",
+ "groups": [
+ {
+ "group": "Getting started",
+ "pages": [
+ "flo-ai",
"quickstart",
"development"
]
@@ -78,21 +89,21 @@
},
"contextual": {
"options": [
- "copy",
- "view",
- "chatgpt",
- "claude",
- "perplexity",
- "mcp",
- "cursor",
- "vscode"
- ]
+ "copy",
+ "view",
+ "chatgpt",
+ "claude",
+ "perplexity",
+ "mcp",
+ "cursor",
+ "vscode"
+ ]
},
"footer": {
"socials": {
"x": "https://x.com/rootflo",
- "github": "https://github.com/rootflo/flo-ai",
+ "github": "https://github.com/rootflo/wavefront",
"linkedin": "https://linkedin.com/company/rootflo"
}
}
-}
+}
\ No newline at end of file
diff --git a/documentation/flo-ai.mdx b/documentation/flo-ai.mdx
new file mode 100644
index 00000000..7a2d0d96
--- /dev/null
+++ b/documentation/flo-ai.mdx
@@ -0,0 +1,95 @@
+---
+title: "Flo AI Documentation"
+description: "Build production-ready AI agents with structured outputs, tool integration, and multi-LLM support"
+---
+
+## Welcome to Flo AI (Wavefront coming soon) 🌊
+
+Flo AI is a Python framework that makes building production-ready AI agents and teams as easy as writing YAML. Think "Kubernetes for AI Agents" - compose complex AI architectures using pre-built components while maintaining the flexibility to create your own.
+
+
+ Get started with Flo AI in minutes - from installation to your first agent.
+
+
+## Key Features
+
+
+
+ Build complex AI systems by combining smaller, reusable components.
+
+
+ Built-in observability for production deployments.
+
+
+ Define your entire agent architecture in simple YAML configurations.
+
+
+ Intelligent routing decisions made by LLMs, no code required.
+
+
+
+## Core Capabilities
+
+Everything you need to build sophisticated AI agents and workflows.
+
+
+
+ Support for OpenAI, Anthropic, Google, Ollama, and more with consistent interfaces.
+
+
+ Easy tool creation with the @flo_tool decorator and LangChain compatibility.
+
+
+ Design AI workflows visually with our React-based studio interface.
+
+
+ Built-in observability with automatic instrumentation for production monitoring.
+
+
+
+## Get Started
+
+
+ Explore comprehensive examples and use cases in our GitHub repository.
+
diff --git a/documentation/images/wavefront-arc.png b/documentation/images/wavefront-arc.png
new file mode 100644
index 00000000..4550a93b
Binary files /dev/null and b/documentation/images/wavefront-arc.png differ
diff --git a/documentation/index.mdx b/documentation/index.mdx
index 9b1c8c2b..46e93657 100644
--- a/documentation/index.mdx
+++ b/documentation/index.mdx
@@ -1,97 +1,90 @@
---
-title: "Flo AI Documentation"
-description: "Build production-ready AI agents with structured outputs, tool integration, and multi-LLM support"
+title: "Project Overview"
---
-Wavefront documentation will be updated soon, along with code release
-
-## Welcome to Flo AI (Wavefront coming soon) 🌊
-
-Flo AI is a Python framework that makes building production-ready AI agents and teams as easy as writing YAML. Think "Kubernetes for AI Agents" - compose complex AI architectures using pre-built components while maintaining the flexibility to create your own.
-
-
- Get started with Flo AI in minutes - from installation to your first agent.
-
-
-## Key Features
-
-
-
- Build complex AI systems by combining smaller, reusable components.
-
-
- Built-in observability for production deployments.
-
-
- Define your entire agent architecture in simple YAML configurations.
-
-
- Intelligent routing decisions made by LLMs, no code required.
-
-
-
-## Core Capabilities
-
-Everything you need to build sophisticated AI agents and workflows.
-
-
-
- Support for OpenAI, Anthropic, Google, Ollama, and more with consistent interfaces.
-
-
- Easy tool creation with the @flo_tool decorator and LangChain compatibility.
-
-
- Design AI workflows visually with our React-based studio interface.
-
-
- Built-in observability with automatic instrumentation for production monitoring.
-
-
-
-## Get Started
-
-
- Explore comprehensive examples and use cases in our GitHub repository.
-
+# 🚀 Wavefront AI Middleware
+
+Wavefront AI is an open-source middleware platform designed to seamlessly integrate AI-driven agents, workflows, and data sources across enterprise environments. It acts as a connective layer that bridges modular frontend applications with complex backend data pipelines, ensuring secure access, observability, and compatibility with modern AI and data infrastructures.
+
+**Status**: Pre-release (Under active development)
+**Beta release**: Dec 2025
+**Wavefront License**: GNU AFFERO GENERAL PUBLIC LICENSE 3.0
+**FloAI License**: MIT LICENSE
+**Contributing**: We welcome early feedback! See [CONTRIBUTING.md](CONTRIBUTING.md).
+**Community**: Join our discord at https://discord.gg/BPXsNwfuRU
+
+FloAI documentation available at [FloAI](/flo-ai)
+
+## ✨ Key Capabilities
+
+- **🎯 Modular AI Application Integration**
+ Deploy diverse AI agents for auditing, underwriting, contact center supervision, and business process automation without rebuilding infrastructure.
+
+- **🔌 Unified API Layer**
+ Standardized APIs for developing, deploying, and managing AI workflows across multiple use cases and frameworks.
+
+- **🔐 Enterprise-Grade Authentication & Authorization**
+ Native integrations with Google Auth, LDAP, Auth0, Okta, and Microsoft AD/Entra for seamless SSO and access controls.
+
+- **🌐 Comprehensive Data Connectivity**
+ Ingest data from OLAP/OLTP systems (BigQuery, Redshift), HDFS, cloud storage (S3, GCS), databases (PostgreSQL, MongoDB), and enterprise APIs (Salesforce, SAP).
+
+- **👥 Granular Role-Based Access Control**
+ Fine-grained permissions for both AI agents and data sources, ensuring compliance and least-privilege access.
+
+- **🤖 Open Source & Proprietary Model Support**
+ Works seamlessly with open-source LLMs/SLMs, custom models, and proprietary AI services.
+
+- **📊 Observability, Monitoring & Evaluation**
+ Built-in telemetry with Grafana and Prometheus support. Track agent performance, audit trails, and guardrail enforcement in real-time.
+
+- **🤖 No Code Agent & Workflow Builder**
+ Built-in capabilities to build and customer AI agents, and AI Workflows, connecting Data Sources, Knowledge Bases, in minutes
+
+- **🔊 Voice & Conversational Agents**
+ Integrated Voice-to-Voice Bots, ASR models, and agentic flows for contact center and conversational use cases.
+
+- **🧠 Knowledge Bases & RAG Ready**
+ Native support for Retrieval-Augmented Generation with MCP connectors and external knowledge bases.
+
+---
+
+## 🏗️ Architecture Overview
+
+
+
+
+
+### Layer Descriptions
+
+| Layer | Purpose | Components |
+|-------|---------|------------|
+| **Frontend Applications** | User-facing AI interfaces | Supervisors, Audit Agents, Underwriters, Copilots |
+| **API Layer** | Standardized communication | Frontend SDK, REST/GraphQL APIs |
+| **Authentication** | Identity verification & SSO | Google Auth, LDAP, Auth0, Okta, Microsoft AD |
+| **Authorization (Agents)** | Agent-level access policies | Role definitions, permission mapping |
+| **AI Workflows** | Intelligent automation | Agentic flows, Voice agents, LLM integrations, RAG |
+| **Data Processing** | ETL and API management | Pipelines, transformations, HTTP endpoints |
+| **Authorization (Data)** | Data source access control | Fine-grained permissions, audit logging |
+| **Data Sources** | Enterprise data systems/Services | Databases, APIs, Cloud storage, Data warehouses, Servics like Salesforce, SAP etc. |
+
+## Platform Components
+
+As part of the project, we are building the following components
+
+- [FloAI](https://github.com/rootflo/flo-ai/tree/develop/flo_ai) library for Agent Building & A2A Orchestration
+- **Wavefront Core** Middleware Service, which connects multiple frontend applications with complex backend ai pipelines, provides authentication, authorization, observability, monitoring & evaluation
+- **Wavefront Control Panel** Unified frontend for configuring agents, workflows, AI models, Guardrails developer-friendly, RBAC etc.
+- **Wavefront cli** for configuring through cli (Yet to Build), for full developer-friendly control
+
+
+### Release Timeline
+
+| Quarter | Milestone | Features |
+|---------|-----------|----------|
+| **Nov 2025** | Public README.md | Publish readme and take in community feedback |
+| **Dec 2025** | Open-source community edition | Community edition release with working MVP |
+| **Q1 2026** | Enterprise Edition | Advanced RBAC, More Data source Integrations|
+| **Q1 2026** | Rootflo Wavefront Cloud | One-click deployable Wavefront Cloud
+
+**Join our discord at https://discord.gg/BPXsNwfuRU** to get early access to the platform and to provide feedback
\ No newline at end of file
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