AI Lab

From AI Chatbots to Daily AI Workflows

A curated lab of practical AI examples that show how everyday teams can move beyond simple chat prompts into useful workflows for support, sales, approvals, documents, and daily operations.

AI AgentsMulti-Agent SystemsRAGEnterprise AIProduction Patterns
Sales Knowledge Engine dashboard showing sales document upload, sales context fields, 10 workflow buttons, workflow output, suggested next actions, and fallback chat
AI LabPrototype
AI Lab Implementation

Sales Knowledge Engine: 10 AI Workflow Buttons for Revenue Teams

A workflow-first Sales Knowledge Engine that demonstrates how revenue teams can move beyond blank RAG chatbots. Built with FastAPI, LlamaIndex, OpenAI, Next.js, React, and Tailwind CSS, the prototype turns uploaded sales PDFs into 10 guided AI workflow buttons for account briefing, pain point discovery, objection handling, proposal drafting, renewal risk review, meeting preparation, CRM notes, and more.

FastAPILlamaIndexOpenAI GPT-4o-miniOpenAI Embedding API
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Enterprise Customer Support AI CoPilot dashboard showcasing secure knowledge ingestion, active customer metadata tracking, and multi-tone compliance drafting
AI LabPrototype
AI Lab Implementation

Enterprise Customer Support AI Copilot: Instant Knowledge Intelligence Engine

A high-performance Customer Support AI Copilot demonstrating localized Retrieval-Augmented Generation (RAG). Built with FastAPI, LlamaIndex, and OpenAI to enable real-time compliance checking, SLA resolution drafting, technical troubleshooting verification, and ticketing context injection directly from uploaded policy manuals with local vector persistence.

FastAPILlamaIndexOpenAI GPT-4o-miniOpenAI Embedding API
Explore Build