Editor’s Note: This blog showcases Hackerolics’ AI-powered budget estimation tool, an innovative solution designed to streamline project cost estimation with accuracy and efficiency. Built during the Hackathon, this tool integrates historical project data, AI-powered predictions, and real-time adaptability to generate structured estimates. The following blog provides insights into the team’s development journey and key technical advancements.
Team Members: Manjit, Harshit, Hardik, Lokesh
During the hackathon, my team and I built a budget estimation tool to simplify project cost estimation for businesses. Traditional budgeting requires manual input and experience, but our AI-driven tool automates this by using historical data and intelligent estimation models to generate precise cost breakdowns.
Our tool allows users to either upload a project PDF or manually enter project details, including name, description, and estimated budget. It then processes the data, breaking it down into modules and sub-modules, each with its required completion time. If a module has been used in a previous project, the tool retrieves existing estimates. If not, AI generates a fresh prediction using available data patterns.
For the tech stack, we implemented Next.js for frontend development, Firebase for real-time storage, and a Node.js API to parse PDFs into text. The core AI assistant enables users to modify or add sub-modules using simple prompts, making project adjustments seamless and efficient.
How It Works
Once a project is created, the system automatically categorizes it into modules. If, for example, a live streaming module was previously used, the tool retrieves its past estimate. However, if a new module like video recording is introduced, AI generates a fresh estimate based on similar components. This ensures that estimates remain dynamic, leveraging past data while adapting to new project requirements.
The chat assistant further enhances the user experience by allowing instant modifications. Users can refine estimates, add features, and optimize their project scope—all through simple AI-driven interactions. The dashboard allows for seamless project tracking, modifications, and deletions, ensuring complete project lifecycle management.
Why This Matters
Our tool eliminates guesswork from budgeting, replacing it with data-driven decision-making. Businesses can create project estimates faster and with higher accuracy, reducing both time and financial uncertainties. By integrating AI with historical data, we ensure that cost estimations are not just projections but intelligent insights derived from real-world trends.
Final Thoughts
Our AI-powered approach transforms project estimation, making it more accessible, efficient, and intelligent.
Github link for the project - https://git.geekyants.com/lokesh.kumar/project_estimator/-/tree/main
