AI-Powered Tech Radar Advisor

This project is built on top of the famous open source ThoughtWorks Tech Radar. You can use this template to build your own AI-Powered Tech Radar Advisor for your company or group of companies.

Target Audience

This template is perfect for:

– Tech Audit & Governance Leaders: Those seeking to build a tech landscape AI platform portal.
– Tech Leaders & Architects: Those aiming to provide modern AI platforms that help others understand the rationale behind strategic technology adoption.
– Product Managers: Professionals looking to align product innovation with the company’s current tech trends.
– IT & Engineering Teams: Teams that need to aggregate, analyze, and visualize technology data from multiple sources efficiently.
– Digital Transformation Experts: Innovators aiming to leverage AI for actionable insights and strategic recommendations.
– Data Analysts & Scientists: Individuals who want to combine structured SQL analysis with advanced semantic search using vector databases.
– Developers: Those interested in integrating RAG chatbot functionality with conversation storage.

1. Description

Tech Constellation is an AI-powered Tech Radar solution designed to help organizations visualize and steer their technology adoption strategy. It seamlessly ingests data from a Tech Radar Google Sheet—converting it into both a MySQL database and a vector index—to consolidate your tech landscape in one place.

The platform integrates an interactive AI chat interface powered by four specialized agents:

– AI Agent Router: Analyzes and routes user queries to the most suitable processing agent.
– SQL Agent: Executes precise SQL queries on structured data.
– RAG Agent: Leverages semantic, vector-based search for in-depth insights.
– Output Guardrail Agent: Validates responses to ensure they remain on-topic and accurate.

This powerful template is perfect for technology leaders, product managers, engineering teams, and digital transformation experts looking to make data-driven decisions aligned with strategic initiatives across groups of parent-child companies.

2. Features

– Data Ingestion: A Google Sheet containing tech radar data is used as the primary source. The data is ingested and converted into a MySQL database. Simultaneously, the data is indexed into a vector database for semantic (vector-based) search.

– Interactive AI Chat: An AI-powered chat interface allows users to ask questions about the tech radar.

– Customizable AI Agents:
– AI Agent Router: Determines the query type and routes it to the appropriate agent.
– SQL Agent: Processes queries using SQL on structured data.
– RAG Agent: Performs vector-based searches on document-like data.
– Output Guardrail Agent: Validates queries and ensures that the responses remain on-topic and accurate.

Usage Examples

– Tell me, is TechnologyABC adopted or on hold, and why?
– List all the tools that are considered part of the strategic direction for company3 but are not adopted.