Next.jsSupabaseLLM APIsVector DB

BizCrew AI

AI-powered SaaS platform providing virtual AI staff for SMEs.

Problem Statement

SMEs face high operational costs of hiring staff, inefficient manual workflows, and limited access to intelligent automation tools. Traditional solutions are expensive and require significant technical expertise to implement.

Solution

BizCrew AI introduces AI agents that act as virtual employees, reducing costs and improving productivity. The platform provides role-based AI agents for accounting, marketing, and customer support with multi-model AI support and contextual memory.

Core AI Agents

Accountant Agent

Financial summaries, expense analysis, and budget tracking

Marketing Agent

Content generation and campaign strategy recommendations

Support Agent

Automated customer interactions and issue resolution

System Architecture

LLM Reasoning

Multi-model support with OpenAI and Claude for intelligent responses

Vector Database

Contextual memory using Supabase and vector embeddings

AI Agents

Role-based agents for accounting, marketing, and support tasks

Orchestration

CrewAI-style multi-agent workflow management

Key Features

Role-based AI agents
File upload & document parsing
Agent memory and context retention
Multi-model AI support
Usage limits and analytics

Challenges & Solutions

Multi-Agent Workflows

Implemented CrewAI-style architecture to orchestrate multiple AI agents working together on complex tasks.

AI Context & Memory

Vector databases store conversation history and document embeddings for contextual memory across sessions.

Secure & Scalable Architecture

Supabase provides authentication, storage, and row-level security while the API layer handles LLM orchestration.

Impact & Outcomes

  • Reduced operational costs for SMEs through AI automation
  • Improved decision-making with intelligent agent recommendations
  • Scalable multi-agent architecture for future agent expansion