Explore fram^ AI MVP
showcase

At fram^, we experiment, prototype, and deliver practical AI solutions that create real business impact. Explore our ready-to-demo MVPs and see how we turn cutting-edge technology into meaningful results.

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MVP showcase – interactive cards grid

Findly – AI Knowledge Retrieval Chatbot

An intelligent knowledge retrieval chatbot that enables users to search and ask questions about internal company data using natural language. It embeds documents into a vector database and uses RAG (Retrieval-Augmented Generation) to provide context-aware, citation-backed answers.

  • Core AI / Tech Stack: LLM (Gemini/OpenAI), RAG Pipeline, Vector DB (FAISS/Qdrant), FastAPI, React
  • Target Users: Internal employees, enterprise knowledge teams
  • Output: Conversational AI chatbot UI with cited document references
  • Status: Demo Ready
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OCR Billing – Personal Expense & Receipt Analyzer

A personal AI expense tracking tool that reads invoices and receipts from images or PDFs using OCR. It automatically classifies spending into categories (e.g., food, health, travel), aggregates monthly statistics, and generates spending insights.

  • Core AI / Tech Stack: OCR (Tesseract/Google Vision), NLP for categorization, Python backend, Streamlit UI
  • Target Users: Individual users, freelancers, small teams
  • Output: Spending dashboard and monthly summary report
  • Status: Demo Ready

 

 

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VIRE – AI Business Insight Report Generator

An intelligent knowledge retrieval chatbot that enables users to search and ask questions about internal company data using natural language. It embeds documents into a vector database and uses RAG (Retrieval-Augmented Generation) to provide context-aware, citation-backed answers.

  • Core AI / Tech Stack: Web Scraping (Playwright/Requests), LLM Summarization, PDF Generation (ReportLab), Prompt Engineering
  • Target Users: Business analysts, investors, sales teams
  • Output: Auto-generated PDF business insight report
  • Status: Demo Ready
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    Building Practical AI for Real Business Impact

    fram^ develops real-world AI applications that help businesses move faster and smarter — from automating manual tasks to unlocking data-driven insights. These MVPs reflect our belief in rapid prototyping and continuous innovation — turning ideas into tangible results for our clients.
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