AxonBuild - AI & Full Stack Solutions

Introduction

We designed a platform that unifies data driven business intelligence with automated content creation. By merging capabilities for proposal generation, stylistic document transformation, topic modeling, sentiment analysis, and interactive visualization, the system supports the complete workflow from data exploration to polished client facing deliverables.

Challenge

Organizations struggled to connect internal data analysis with external content delivery. Proposal creation was repetitive and error prone, with little consistency across teams. Data analysis required technical expertise, slowing down insight generation for decision makers. Visualizations were siloed from content creation, leaving business teams unable to easily combine data insights with branded documents. This disconnect caused inefficiencies in business development and reduced the impact of client communications.

Solution

We built a comprehensive platform that connects business data with automated content generation in one seamless workflow.

Intelligent Proposal Generator

Used GPT 4o to adapt predefined proposal templates with context specific data from vector stores. Reduced manual editing and ensured consistency across deliverables.

Stylistic Document Transformation

Applied prompt engineering and retrieval of style samples to rewrite documents in brand specific tone and structure. Ensured cohesive communication across teams and client materials.

Interactive Visualization Platform

Developed a full stack web application with NextJS, Tailwind CSS, and Plotly for dynamic data exploration and annotation. Empowered analysts and business users to interact with complex datasets without technical barriers.

Topic Modeling and Sentiment Analysis

Implemented LDA based topic modeling with sentiment classification using transformer models. Enabled organizations to mine large corpora of feedback and social data for actionable insights.

Technical Approach

Content Generation:GPT-4o for intelligent proposal creation with context awareness

Document Processing:Advanced prompt engineering for stylistic transformation

Text Analytics:LDA topic modeling and transformer based sentiment analysis

Data Visualization:Plotly integration for interactive charts and exploration

Vector Storage:Pinecone for retrieval augmented content generation

Stack:Python backend, Next.js frontend, FastAPI APIs, PostgreSQL database, Docker containerization

What we've accomplished

Successfully delivered a unified business intelligence and content creation platform that transforms how organizations move from data analysis to client ready deliverables. The solution bridges the gap between technical data processing and business communication while maintaining high accuracy and consistency standards.

Results & Impact

95%

Consistency

80%

Time Reduction

75%

Data Processing

94%

User Engagement

87%

Insight Generation

93%

Sentiment Accuracy

Project Narrative

The platform began with automated proposal generation that reduced repetitive drafting work. It then evolved to ensure stylistic consistency by aligning all documents with brand tone and structure. Building on this foundation, topic modeling and sentiment analysis enabled businesses to uncover insights from large scale text data. Finally, interactive visualization tools brought these insights to life for exploration and annotation. The result is a unified business intelligence and content creation platform that takes organizations from raw data to client ready deliverables in one connected workflow.