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This roadmap provides a comprehensive overview of the direction Wavefront AI is heading. It covers all major components of the platform: the Flo AI library, Wavefront Core middleware, Control Panel, CLI, and ecosystem tools.
The roadmap is organized by component and priority. We welcome community feedback and contributions!
🗓️ Release Timeline
Quarter
Milestone
Key Deliverables
Nov 2025
Public README.md
Publish readme and gather community feedback
Dec 2025
Community Edition MVP
Open-source community edition with working MVP
Q1 2026
Enterprise Edition
Advanced RBAC, additional data source integrations
Q1 2026
Wavefront Cloud
One-click deployable Wavefront Cloud
📊 Beta Release Scope
Current release has the following features implemented:
Feature
Limitation
Datasource
You can connect to multiple data sources. Current support is for Google Bigquery and AWS redshift.
Agent
You can create agents using the console and run them using the middleware.
Workflow
You can create workflows using the console and run them using the middleware.
Voice Bots
You can process voice calls using the middleware. But currently only outgoing calls are supported. Only supported telephony service is Twilio
Inference App
You can create inference pytorch models using the middleware, but the support is limited to certain pytorch models. This feature is fully experimental, and APIs are bound to change.
API Service
You can create API services to connect to any backend service. We have provided support for JSON and non JSON payload. Authenticate is limited to API Key, Basic Auth & Bearer Token.
🤖 Flo AI Library
The core agent building and orchestration framework. The following are that is going to be implemented in the coming releases
Core Features
Feature
Description
Priority
Status
Target Release
Resume Work
Functionality that lets agents resume from where they stopped, with state persistence
High
Yet to start
v1.1.0
Code to YAML
Convert code-built agents into YAML format for version control and sharing
Medium
Yet to start
v1.2.0
Model Router
Intelligent model routing within agents, allowing dynamic LLM selection based on task complexity
High
Yet to start
v1.2.0
Parallel Router
Execute independent tasks or agents in parallel for improved performance
High
Yet to start
TBD
Agent Versioning
Version control for agent configurations and workflows
Medium
Yet to start
TBD
Agent Templates
Pre-built agent templates for common use cases (customer support, data analysis, etc.)
Medium
Yet to start
TBD
Streaming Responses
Real-time streaming of agent responses for better UX
High
Yet to start
In-Progress
Multi-modal Support
Support for image, audio, and video inputs/outputs
Medium
Yet to start
In-Progress
Custom Memory Backends
Support for Redis, PostgreSQL, and other backends for agent memory
Medium
Yet to start
TBD
Observability & Debugging
Feature
Description
Priority
Status
Target Release
Recursion Control
Expose parameters to limit recursions and define policies for recursion handling
High
Yet to start
v1.2.0
Token Count Tracking
Expose total tokens used by agent execution directly through session
High
✅ Available
v0.1.0
Execution Time Metrics
Detailed timing metrics for each agent and tool execution
Medium
✅ Available
v0.1.0
Debug Mode
Enhanced debugging mode with step-by-step execution logs
Medium
Yet to start
TBD
Performance Profiling
Identify bottlenecks in agent workflows
Medium
Yet to start
TBD
Advanced Orchestration
Feature
Description
Priority
Status
Target Release
Conditional Workflows
Advanced conditional logic in YAML workflows
Medium
✅ Available
v0.1.0
Loop & Iteration
Support for loops and iterations in workflows
Medium
✅ Available
v0.1.0
Error Recovery Strategies
Configurable error recovery strategies per agent
High
✅ Available
v0.1.0
Workflow Scheduling
Schedule workflows to run at specific times or intervals
Low
✅ Available
TBD
🏗️ Wavefront Core Middleware (a.k.a Floware)
The core middleware service that provides APIs, authentication, authorization, and data connectivity.
Core Services
Feature
Description
Priority
Status
Target Release
REST API
Comprehensive REST API for agent management, workflow execution, and data access
High
✅ Available
v0.1.0
WebSocket Support
Real-time communication for streaming agent responses
High
✅ Available
v0.1.0
Agent Registry
Centralized registry for storing and managing agent definitions
High
✅ Available
v0.1.0
Workflow Engine
Server-side workflow execution engine
High
✅ Available
v0.1.0
API Gateway
Unified API gateway with rate limiting and request routing
Medium
✅ Available
v0.1.0
Authentication & Authorization
Feature
Description
Priority
Status
Target Release
Google Auth Integration
OAuth 2.0 integration with Google
High
✅ Available
v0.1.0
Microsoft AD/Entra
Enterprise SSO with Microsoft Active Directory
High
✅ Available
v0.1.0
Okta Integration
SSO integration with Okta
High
Yet to start
v0.2.0
SAML 2.0 Support
Standard SAML 2.0 authentication
High
Yet to start
v0.2.0
LDAP Integration
LDAP/Active Directory integration
Medium
Yet to start
v0.2.0
Auth0 Integration
Auth0 SSO support
Medium
Yet to start
v0.2.0
Multi-Factor Authentication
MFA support for enhanced security
Medium
Yet to start
v0.3.0
API Key Management
Secure API key generation and rotation
High
✅ Available
v0.1.0
OAuth 2.0 Client Credentials
OAuth 2.0 client credentials flow for service-to-service auth
Medium
Yet to start
v0.2.0
RBAC & Permissions
Feature
Description
Priority
Status
Target Release
Agent-Level RBAC
Fine-grained permissions for agent access and execution
High
Yet to start
v0.1.0
Data Source RBAC
Granular permissions for data source access
High
Yet to start
v0.1.0
Role Management
Create, update, and manage custom roles
High
✅ Available
v0.1.0
Audit Logging for Access
Comprehensive audit logs for all access attempts
High
Yet to start
v0.1.0
🎛️ Wavefront Control Panel (a.k.a Flo Console)
Unified frontend for configuring agents, workflows, AI models, guardrails, and RBAC.
Core Features
Feature
Description
Priority
Status
Target Release
Agent Management UI
YAML interface for creating, editing, and managing agents
High
✅ Available
v0.1.0
Workflow Designer
YAML workflow builder integrated into control panel
High
✅ Available
v0.1.0
Data Source Configuration
UI for configuring and managing data source connections
High
✅ Available
v0.1.0
LLM Provider Management
Configure and manage LLM provider credentials and settings
High
✅ Available
v0.1.0
RBAC Configuration
Visual interface for managing roles and permissions
High
Yet to start
v0.2.0
Guardrail Configuration
Configure AI guardrails and safety policies
High
Yet to start
v0.2.0
User Management
Manage users, groups, and their access
High
Yet to start
v0.2.0
Dashboard & Analytics
Overview dashboard with key metrics and analytics
Medium
Yet to start
TBD
Agent Testing Interface
Built-in interface for testing agents before deployment
Medium
Yet to start
TBD
Workflow Monitoring
Real-time monitoring of workflow executions
High
Yet to start
v0.1.0
Advanced Features
Feature
Description
Priority
Status
Target Release
No-Code Agent Builder
Visual, no-code interface for building agents
High
Yet to start
v0.3.0
Template Marketplace
Browse and use pre-built agent and workflow templates
Medium
Yet to start
v0.3.0
Version Control UI
Visual interface for agent versioning and rollback
Medium
Yet to start
v0.2.0
Cost Analytics Dashboard
Detailed cost tracking and analytics per agent/workflow
High
Yet to start
v0.2.0
Performance Analytics
Performance metrics and optimization recommendations
Medium
Yet to start
v0.3.0
Collaboration Features
Share agents/workflows, comments, and team collaboration
Low
Yet to start
v0.3.0
💻 Wavefront CLI
Command-line interface for configuring and managing Wavefront AI.
Core Features
Feature
Description
Priority
Status
Target Release
Agent Management
Create, update, delete, and list agents via CLI
High
Yet to start
v0.4.0
Workflow Management
Manage workflows from command line
High
Yet to start
v0.4.0
Data Source Configuration
Configure data sources via CLI
High
Yet to start
v0.4.0
Authentication
CLI authentication and session management
High
Yet to start
v0.4.0
YAML Import/Export
Import and export agent/workflow configurations
High
Yet to start
v0.4.0
Local Development
Local development server and testing tools
Medium
Yet to start
v0.4.0
Deployment
Deploy agents and workflows to Wavefront Cloud
Medium
Yet to start
v0.4.0
Configuration Management
Manage multiple environments (dev, staging, prod)
Medium
Yet to start
v0.4.0
Bulk Operations
Bulk import/export, update, and delete operations
Low
Yet to start
v0.4.0
🔌 Data & Integration Layer
Data Adapters
Adapter
Description
Priority
Status
Target Release
BigQuery
Full read/write support for Google BigQuery
High
✅ Available
v0.1.0
Amazon Redshift
Production-ready Redshift integration
High
✅ Available
v0.1.0
PostgreSQL
Optimized PostgreSQL adapter for large datasets
High
🔄 In Progress
v0.1.0
MySQL
MySQL 5.7+ compatible adapter
Medium
Yet to start
TBD
MongoDB
NoSQL database adapter for MongoDB
Medium
Yet to start
TBD
SQL Server
Microsoft SQL Server adapter
Medium
Yet to start
TBD
Snowflake
Snowflake data warehouse integration
High
Yet to start
TBD
Databricks
Databricks Lakehouse integration
Medium
Yet to start
TBD
Elasticsearch
Elasticsearch integration for search and analytics
Medium
Yet to start
TBD
Redis
Redis adapter for caching and real-time data
Low
Yet to start
TBD
Cloud Storage
Adapter
Description
Priority
Status
Target Release
AWS S3
S3 integration for file storage and retrieval
High
Yet to start
v0.2.0
Google Cloud Storage
GCS integration for file operations
High
Yet to start
v0.2.0
Azure Blob Storage
Azure Blob Storage integration
Medium
Yet to start
v0.2.0
HDFS
Hadoop Distributed File System support
Low
Yet to start
v0.3.0
API Adapters
Adapter
Description
Priority
Status
Target Release
Custom API Configuration
Flexible HTTP endpoint support with custom authentication
High
✅ Available
v0.1.0
Salesforce
Native Salesforce API integration
High
🔄 In Progress
v0.1.0
SAP
SAP ERP system integration
Medium
Yet to start
v0.2.0
Jira
Jira API integration for project management
Low
Yet to start
v0.3.0
Slack
Slack API integration for notifications and workflows
Medium
✅ Available
v0.2.0
Microsoft 365
Microsoft 365 API integration
Medium
Yet to start
v0.2.0
GitHub/GitLab
Version control system integrations
Low
Yet to start
v0.3.0
LLM Connectors
Model/Service
Description
Priority
Status
Target Release
OpenAI
GPT-3.5, GPT-4, GPT-4 Turbo support
High
✅ Available
v1.0.0
Anthropic
Claude models (Sonnet, Opus, Haiku)
High
✅ Available
v1.0.0
vLLM (Open-Source)
Self-hosted inference with vLLM
High
✅ Available
v1.0.0
Ollama
Local model deployment with Ollama
High
✅ Available
v1.0.0
Google Vertex AI
Google Cloud Vertex AI integration
High
✅ Available
v1.0.0
Google Gemini
Direct Gemini API integration
High
✅ Available
v1.0.0
GroqAI
Fast inference support with Groq
Medium
🔄 In Progress
v1.1.0
AWS Bedrock
AWS Bedrock integration
High
🔄 In Progress
v1.1.0
Azure OpenAI
Azure OpenAI Service integration
Medium
Yet to start
v1.2.0
Cohere
Cohere model integration
Medium
Yet to start
v1.2.0
Mistral AI
Mistral AI model support
Medium
Yet to start
v1.2.0
Together AI
Together AI inference platform
Low
Yet to start
v1.3.0
Custom Model Endpoints
Support for custom model endpoints
Medium
Yet to start
v1.2.0
🎨 Developer Experience
Developer Tools
Feature
Description
Priority
Status
Target Release
JavaScript/TypeScript SDK
Frontend SDK for React and other frameworks
High
✅ Available
v1.0.0
API Documentation
Interactive API documentation (Swagger/OpenAPI)
High
Yet to start
v0.1.0
SDK Examples
Comprehensive examples for all SDKs
Medium
Yet to start
v1.1.0
🏢 Enterprise Features
AI Guardrails & Safety
Feature
Description
Priority
Status
Target Release
Content Moderation
Automatic content filtering and moderation
High
Yet to start
v0.2.0
Toxicity Detection
Detect and prevent toxic or harmful outputs
High
Yet to start
v0.2.0
PII Detection
Detect and redact personally identifiable information
High
Yet to start
v0.2.0
Custom Guardrails
Define custom guardrail rules and policies
High
Yet to start
v0.2.0
Guardrail Monitoring
Monitor guardrail violations and alerts
Medium
Yet to start
v0.3.0
Compliance Reporting
Generate compliance reports for audits
Medium
Yet to start
v0.3.0
Knowledge Bases & RAG
Feature
Description
Priority
Status
Target Release
MCP Connectors
Model Context Protocol connectors
High
Yet to start
v0.1.0
Vector Database Integration
Support for PostgresSQL, etc.
High
✅ Available
v0.2.0
Document Ingestion
Automated document ingestion and processing
High
✅ Available
v0.2.0
RAG Pipeline
Built-in RAG pipeline configuration
High
✅ Available
v0.2.0
Knowledge Base Management
UI for managing knowledge bases
Medium
✅ Available
v0.3.0
Voice & Conversational AI
Feature
Description
Priority
Status
Target Release
Voice-to-Voice Bots
Voice-enabled conversational agents
Medium
✅ Available
v0.1.0
ASR Integration
Automatic Speech Recognition integration
Medium
✅ Available
v0.1.0
TTS Integration
Text-to-Speech integration
Medium
✅ Available
v0.1.0
Contact Center Integration
Integration with contact center platforms
Low
✅ Available
v0.1.0
📊 Observability & Monitoring
Telemetry & Metrics
Feature
Description
Priority
Status
Target Release
OpenTelemetry Integration
Full OpenTelemetry support
High
✅ Available
v1.0.0
Prometheus Metrics
Prometheus-compatible metrics
High
✅ Available
v1.0.0
Grafana Dashboards
Pre-built Grafana dashboards
High
Yet to start
v0.1.0
Application Metrics
Application-level performance metrics
High
✅ Available
v1.0.0
AI Token Tracking
Token usage tracking per agent
High
✅ Available
v1.0.0
Logging & Audit
Feature
Description
Priority
Status
Target Release
Structured Logging
Structured logging with JSON output
High
✅ Available
v1.0.0
AI Audit Logging
Detailed decision trails for AI agents
High
🔄 In Progress
v0.1.0
Access Audit Logs
Comprehensive access and permission audit logs
High
Yet to start
v0.1.0
Monitoring & Alerts
Feature
Description
Priority
Status
Target Release
Real-time Monitoring
Real-time monitoring of agent executions
High
Yet to start
v0.1.0
Alert System
Configurable alerts for errors, performance, and costs
High
Yet to start
v0.2.0
Health Checks
Health check endpoints for all services
High
Yet to start
v0.1.0
Performance Monitoring
Detailed performance monitoring and profiling
Medium
Yet to start
v0.2.0
SLA Monitoring
Service level agreement monitoring
Low
Yet to start
v0.3.0
📝 Notes
Version Numbers: Version numbers are estimates and subject to change based on priorities and community feedback.
Community Contributions: The community is welcome to suggest changes to the roadmap through pull requests. Community-suggested features will be evaluated and prioritized based on alignment with project goals.
Timeline Estimates: All timelines are estimates and may change based on rootflo priorities, community feedback, and resource availability.
🤝 Contributing to the Roadmap
We welcome community input on the roadmap! Here's how you can contribute:
Suggest New Features: Open an issue or pull request to suggest new features
Prioritize Features: Comment on existing roadmap items to indicate what's most important to you
Contribute Code: Pick up any "Yet to start" item and submit a PR
Provide Feedback: Share your thoughts on the roadmap direction