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

# Project Overview

# 🚀 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](https://discord.gg/BPXsNwfuRU)

<Note>FloAI documentation available at [FloAI](/flo-ai)</Note>

## ✨ 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

<p align="center">
  <img src="https://mintcdn.com/rootfloai/AiHxIkh9KtGYiz8E/images/wavefront-arc.png?fit=max&auto=format&n=AiHxIkh9KtGYiz8E&q=85&s=c70d8ac4d95d45d544caf94b232a934c" alt="Rootflo" width="6880" height="9430" data-path="images/wavefront-arc.png" />
</p>

### 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](https://discord.gg/BPXsNwfuRU)** to get early access to the platform and to provide feedback