Agentic AI-Driven Data Analysis Tool for Energy and Carbon Management

Transforming Information Access with AI-Powered Interactive Insights

Accessing and analyzing complex datasets has long been a challenge for non-technical professionals in the energy and carbon management sector. Traditional database queries require expertise in SQL, creating bottlenecks in decision-making and slowing down operational efficiency. To bridge this gap, Master of Code Global was trusted to develop an intelligent Conversational Data Analysis Tool – a chat-based solution that enables users to interact with storages using natural language.

By leveraging cutting-edge LLM technology with Agentic AI capabilities, this tool empowers business leaders and analysts with instant, actionable insights, automating query generation, executing complex database operations, and adapting responses based on user interactions. Wondering how we made it happen? Discover the streamlined, record-driven decisions that set a new standard.

Challenge

How did we help our client simplify data access for non-technical teams?

The energy and carbon management company we support relies on vast amounts of information to drive strategic decisions. However, non-technical employees often struggle to retrieve and analyze essential insights due to the complexity of SQL and database systems. Without an intuitive solution, they depend on technical teams, causing delays and inefficiencies in evidence-driven decision-making.

The challenge was clear: develop a user-friendly tool that eliminates the need for SQL expertise while maintaining security and accuracy. The goal was to empower business clients with direct access to real-time records, enabling them to generate insights, visualize trends, and make informed decisions—without relying on IT support.

What We Created

Master of Code Global developed an AI-driven Conversational Data Analysis Tool to revolutionize insights accessibility.

We designed and built a cutting-edge chat-based solution with Agentic AI capabilities, allowing non-technical users to interact effortlessly with databases. By using advanced LLM-driven natural language processing, the tool autonomously translates queries into SQL, determines the most efficient query structure, and executes them securely.

The web-based application integrates seamlessly with the company’s cloud infrastructure, ensuring secure authentication and compliance with policies. Users can visualize results through dynamic bar and line charts, download information in CSV format, and receive human-readable explanations of SQL queries—automating data processing within a conversational interface.

Key Features: Making Data Interaction Effortless

Natural Language Queries

Instead of struggling with complex SQL syntax, people can simply type their questions in plain English. Whether they need sales figures, energy consumption trends, or operational insights, the AI agent understands their intent and retrieves the relevant data—automating query execution just like an in-house expert.

Automated SQL Query Generation

The virtual assistant instantly converts requests into precise SQL statements, autonomously determining the best query structure based on the user’s intent. Even complex queries involving joins across multiple datasets are handled seamlessly, without requiring IT support. This adaptive AI capability enables specialists to obtain accurate, context-aware results in real time.

Data Visualization

Users don’t just receive numbers – they get dynamic bar and line charts automatically selected by the AI agent. The tool analyzes data types and trends to generate the most relevant visual representation, allowing everyone to quickly grasp trends, compare metrics over time, and make data-backed decisions with confidence.

Downloadable Insights

To support collaboration and further analysis, our Agentic AI solution enables consumers to download query results in CSV format. This feature ensures that data can be easily integrated into reports, presentations, and spreadsheets, making it an indispensable asset for stakeholders.

Secure and Scalable Infrastructure

Hosted on a secure cloud platform, the solution guarantees end-to-end encryption and strict access controls. With integration into the company’s Active Directory authentication system, only authorized users can access sensitive information. Additionally, the scalable infrastructure supports increasing data needs while maintaining high performance and guaranteeing future adaptability.

Technologies

GPT
Claude AI
ActiveDirectory
LOFT Connector
NestJS
NextJS
PostgreSQL
Azure hosting
LLM

Results

Empowered non-technical employees with instant data access through Agentic AI-driven automation
Accelerated decision-making by eliminating SQL barriers and providing real-time insights
Enhanced operational efficiency by reducing reliance on IT teams for database queries

Strengthened information security with cloud-hosted encryption and access control
Improved user experience through context-aware, conversational interactions
AI infrastructure that can support further AI integration in other company business processes

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