AI Product

Sight Pro — Python Architecture

Sight Pro is an enterprise AI SaaS built from scratch using Python, LLMs & agentic workflows in Lucknow. View the live application now!

Dashboard interface and system architecture for Sight Pro

The Problem & My Role

Role: Sole Founder & Lead AI Architect

Enterprise teams face massive bottlenecks in document processing and data extraction, relying on manual data entry that slows down operational scaling and introduces human error.

The Solution

I architected Sight Pro—an intelligent AI workflow automation tool that uses Agentic LLMs to extract, categorize, and process unstructured data from documents in real-time, reducing processing time by over 80%.

Technical Architecture

The platform is built on a high-performance Python backend (FastAPI/Flask) integrated with advanced RAG (Retrieval-Augmented Generation) pipelines. It leverages Google Gemini and IBM Granite APIs for cognitive processing, while the frontend is engineered in React/Next.js for a highly responsive dashboard experience.

Core Technologies:

PythonLLMsGenAI APIs

UI/UX & Constraints

Design Approach: Designed a minimalist, dark-mode focused dashboard that surfaces actionable insights instantly. Removed complex navigations to ensure enterprise users can drag-and-drop documents and receive parsed JSON/CSV outputs in seconds.

Engineering Constraints: Stringent API rate limits and high latency from standard LLM calls required building a custom caching layer and asynchronous job queues to ensure the frontend never blocked during heavy processing.

Results & Impact

Successfully deployed to production (hosted on Render/Vercel). Proved the viability of agentic workflows for local enterprises and served as the foundational architecture that contributed to winning the MLH Hack Days Kanpur.

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Need similar capabilities?

If you are looking to build a scalable AI Product architecture, let's connect. I specialize in enterprise-grade engineering.

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