From Days to Seconds
Actionable insights, delivered immediately
The Power of Conversation
Stop translating business questions into complex code. Simply ask, and let the agent handle the planning, execution, and data retrieval to provide a clear, synthesized answer.
What once took a data expert hours now takes anyone a single sentence.
Agent Response:
From Guesswork to Clarity
Full Transparency for Absolute Trust
No Guesswork
Most AI tools are a 'black box,' leaving you to guess how an answer was derived. We believe trust requires transparency.
Strategic Plan Visibility
Before taking action, the agent constructs and displays a clear, high-level plan. You see its approach upfront, building confidence that it understands the goal.
Transparent Tool Execution
Every tool call is rendered in real-time. You see exactly which function is executed and what data is passed, leaving no room for guesswork about the agent's actions.
Visible Self-Correction
Mistakes become trust-building moments. The agent openly displays errors and its recovery process, proving its resilience and ability to intelligently navigate obstacles.
Differentiated Clarity
The Live Status Window is our commitment to showing you every step of the agent's thought process, from plan to execution to recovery.
The User's Goal
A simple business question.
"What were our top 5 selling products by revenue last quarter?"
Traditional AI
The Answer Appears... But How?
An Answer is Provided
(Process Unknown)
The Trusted Data Agent
Every Thought, Every Action, Revealed.
A Trustworthy Answer
(Process Verified)
From $$$ to ¢¢¢
Efficient, optimized, and cost-effective
The Intelligent Core: The Fusion Optimizer
This is not a simple LLM wrapper. Our revolutionary engine features a multi-layered architecture for resilient, intelligent, and efficient task execution.
Strategic & Tactical Planning
Deconstructs complex requests into a high-level strategic blueprint, then executes each phase with precision, determining the single best tool or prompt to advance the plan.
Proactive Optimization
Before and during execution, the Optimizer actively enhances performance by hydrating new plans with prior data, taking tactical fast paths, and distilling context for the LLM.
Autonomous Self-Correction
When errors occur, a multi-tiered recovery process engages, from pattern-based correction to complete strategic replanning, ensuring enterprise-grade resilience.
Enterprise-Grade Safeguards & Optimizations
Proactive Re-planning
Detects and automatically rewrites inefficient, complex plans into a more direct, tool-only workflow for maximum speed and lower cost.
Intelligent Error Correction
Uses tiered recovery, matching specific error patterns first (e.g., 'table not found') before engaging the LLM for novel problems.
Autonomous Recovery
If a plan hits a persistent roadblock, the agent doesn't give up. It initiates recovery and asks the AI to generate a new plan to work around the failure.
Deterministic Plan Validation
Proactively validates every plan for structural flaws—like misclassified capabilities—and corrects them instantly before execution begins.
Hallucination Prevention
Specialized orchestrators detect and correct "hallucinated loops" where the LLM invents an invalid data source, ensuring correct, deterministic iteration.
Context Distillation
Automatically summarizes large datasets into concise metadata before sending them to the LLM, ensuring robust performance with enterprise-scale data.
From Data Exposure to Data Sovereignty
Your data, your rules, your environment.
The agent gives you the ultimate freedom to choose your data exposure strategy. Leverage the immense power of hyperscaler LLMs, governed by their terms, or run fully private models on your own infrastructure with Ollama, keeping your data governed entirely by your rules.
Connect to the Models You Trust
Whether it's a private model running on your own hardware or a cutting-edge commercial API, the agent connects to the tools you've already approved.
Unmatched Capability
A suite of powerful features designed for ultimate clarity and control. Select a category to explore.
-
Complete Transparency
The Live Status panel is a real-time window into the AI's mind, revealing its plan, tool selection, and raw data.
-
Dynamic Capability Loading
Automatically discovers and displays all available Tools, Prompts, and Resources from the connected MCP Server.
-
Rich Data Rendering
Intelligently formats query results in interactive tables, SQL in highlighted code blocks, and key metrics in summary cards.
-
Integrated Charting Engine
Renders insightful charts based on query results directly in the chat interface, bringing data to life instantly.
-
Token Usage Tracking
Monitor the cost and efficiency of every interaction with precise input and output token counts for each LLM call.
-
Intuitive Conversational UI
Ask questions in plain English. The agent is designed to understand natural language and execute complex requests.
-
Dynamic Capability Management
Enable or disable any MCP Tool or Prompt directly from the UI for safe testing and phased rollouts of new features.
-
REST Interface
Programmatically control, configure, and query the agent via a powerful, asynchronous REST API, enabling seamless automation and enterprise workflow integration.
-
System Prompt Editor
Take full control. An integrated editor allows privileged users to modify, save, and reset the agent's core persona and rules.
-
Variable Context Modes
Switch from full context to 'Last Turn Mode' to force re-evaluation of a query, perfect for iterative refinement.
-
Multi-Provider LLM Configuration
Dynamically switch between LLM providers like Google, Anthropic, AWS Bedrock, OpenAI and local Ollama models.
-
Support for AWS Bedrock
Utilize foundational models directly or connect to custom, provisioned models via Bedrock Inference Profiles.
-
Ollama (Local LLM) Integration
Run the agent with open-source models on your local machine for privacy, offline use, and development.
-
High-Quality Speech API
Utilizes Google's robust Text-to-Speech API for clear, natural-sounding audio output.
-
Interactive Voice Recognition
Employs the browser's Speech Recognition API for seamless voice input, enabling hands-free conversation.
-
Flexible Voice Modes
Control the conversational flow with configurable modes for handling "Key Observations" from the agent.
Ready to Revolutionize Your Data Workflow?
Get started in minutes and experience a new way to interact with your data ecosystem.
1. Clone the Repo
Get the complete source code and documentation from our official GitHub repository.
2. Configure Your Agent
Connect to your MCP server and your preferred LLM provider through the simple configuration UI.
3. Start Conversing
Ask your first question in natural language and watch the agent deliver insights in seconds.
Open for Community, Built for Enterprise
Flexible licensing designed to foster open collaboration and support commercial innovation.
| Tier | License | Intended User | Key Feature |
|---|---|---|---|
| App Developer | AGPLv3 | Developers integrating the agent. | Standard, out-of-the-box agent use. |
| Prompt Engineer | AGPLv3 | AI specialists creating prompts. | Includes prompt editing capabilities. |
| Enterprise Light | AGPLv3 | Business teams needing a tailored solution. | Customized for specific business needs. |
| Enterprise | MIT License | Commercial organizations. | Proprietary use, full prompt editing. |