Open Innovation Tuff KnucklesSubmitted August 1, 2026

DecisionOS – AI Decision Intelligence Platform

An MCP app on the Model Context Protocol built by Tuff Knuckles at the SRMIST NitroStack × MCP To The Moon hackathon and deployed on NitroStack.

About this project

DecisionOS is an AI-powered decision intelligence platform that transforms complex business problems into structured, data-driven decisions. Instead of providing a simple chatbot response, it breaks a problem into multiple stages such as context extraction, missing information detection, market research, financial analysis, cost estimation, risk assessment, execution planning, and final recommendations. Powered by an MCP architecture with 18 specialized AI tools, DecisionOS acts like a virtual strategy team capable of analyzing investments, product launches, business expansion, hiring, operations, and other high-impact decisions. It generates financial insights (ROI, costs, revenue projections), identifies risks, creates execution roadmaps, and delivers a confidence score with actionable recommendations. Designed for entrepreneurs, startups, students, consultants, and business teams, DecisionOS reduces decision-making time from hours to minutes while improving accuracy through structured AI reasoning rather than generic responses. It provides a transparent, explainable workflow that helps users make smarter, faster, and more confident decisions.

Open Innovation track

Solve any real-world problem with AI, regardless of industry or domain.

Team Tuff Knuckles

  • Lakshya ChoudharyLead

  • Mohammed Fahad Kasim

  • Pratham Patel

  • Ayan Singh Tomar

Frequently asked questions

What does DecisionOS – AI Decision Intelligence Platform do?
DecisionOS is an AI-powered decision intelligence platform that transforms complex business problems into structured, data-driven decisions. Instead of providing a simple chatbot response, it breaks a problem into multiple stages such as context extraction, missing information detection, market research, financial analysis, cost estimation, risk assessment, execution planning, and final recommendations. Powered by an MCP architecture with 18 specialized AI tools, DecisionOS acts like a virtual strategy team capable of analyzing investments, product launches, business expansion, hiring, operations, and other high-impact decisions. It generates financial insights (ROI, costs, revenue projections), identifies risks, creates execution roadmaps, and delivers a confidence score with actionable recommendations. Designed for entrepreneurs, startups, students, consultants, and business teams, DecisionOS reduces decision-making time from hours to minutes while improving accuracy through structured AI reasoning rather than generic responses. It provides a transparent, explainable workflow that helps users make smarter, faster, and more confident decisions.
Who built DecisionOS – AI Decision Intelligence Platform?
DecisionOS – AI Decision Intelligence Platform was built by team Tuff Knuckles at the SRMIST NitroStack × MCP To The Moon hackathon, in the Open Innovation track.
What is an MCP app and how is it built?
An MCP app is an application built on the Model Context Protocol — an open standard that lets AI agents connect to tools, data, and APIs. This project exposes MCP tools and resources that agentic AI systems can call. It was built and deployed on NitroStack, the full-stack platform for shipping MCP apps and servers.