Robotic Framework for Requirement Management, Estimations & Project Proposals

Project Overview

Project NameRobotic Framework for Requirement Management, Estimations, & Project Proposals
TechnologiesPython, RPA Tools, NLP, Web Interface
Problem StatementManual proposal creation is slow, error-prone, and inconsistent.
AI ComponentNLP for requirement parsing, ML for estimation prediction, AI proposal generation
Proposed SolutionRPA extracts requirements → AI predicts timelines → Automated proposal document generated
ImpactSpeeds up project cycles, improves accuracy, increases efficiency globally

Core Dataset Structure

Table NameDescription
requirements_masterStores extracted requirements
estimation_model_dataML training data for prediction
proposal_templatesStores proposal formats
generated_proposalsStores final AI-generated proposals
project_type_masterType/category of project (Web, Mobile, AI, Cloud)
resource_cost_masterCost per resource type per hour
timeline_rulesML rules/datasets for timeline patterns

Sample Data (Mock Dataset)

requirements_master

IDRequirement TextCategory
1User login using email & OTPAuthentication
2Dashboard with analytics widgetsUI/Analytics
3Export reports to PDF & ExcelReporting

resource_cost_master

RoleHourly Cost (USD)
Frontend Developer25
Backend Developer30
QA Engineer20
Project Manager45

estimation_model_data

Requirement CategoryAvg HoursComplexity
Authentication28Medium
UI/Analytics52High
Reporting36Medium

proposal_templates

Template IDNameDescription
101Standard ProposalGeneral format with scope, cost, timeline, assumptions
102Enterprise ProposalIncludes risk analysis & SLA terms

generated_proposals

IDProject NameStatusGenerated File
501AI Analytics DashboardCompletedproposal_501.pdf