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AI SaaS

Inheriq

Inheriq reimagines how businesses interact with AI. An AI Workforce Operating System helping businesses hire, manage, and collaborate with specialized AI employees.

Next.jsReactPythonFastAPISupabaseOpenAIDocker

System Architecture Diagram

Overview

Inheriq is an AI Workforce Operating System that enables businesses to hire, manage, and collaborate with specialized AI teammates across every department.

Problem Statement

Businesses today use disconnected AI chatbots that lack context, memory, and specialization. There's no unified system for managing AI workers across departments like HR, Finance, Sales, and Operations.

Research

Researched enterprise AI adoption patterns, multi-agent frameworks, and autonomous workflow delegation across business units.

Architecture

Built on Next.js 15 with React and TypeScript for frontend, FastAPI and Python for AI orchestration, Supabase for real-time memory database, and Docker containerized deployment.

Technical Decisions

Chose Supabase and PostgreSQL with pgvector for persistent long-term agent memory. Leveraged OpenAI APIs with custom agent routing for HR, Finance, and Sales domain specialization.

Tradeoffs

Prioritized rapid real-time streaming responses and robust error-fallback mechanisms to prevent AI hallucination in critical business tasks.

Challenges

Managing context windows across long conversation threads, stateful multi-agent communication, and voice latency optimization.

Lessons Learned

Enterprise AI demands transparent reasoning traces, human-in-the-loop controls, and multi-modal voice & text interaction.

Future Roadmap

Enterprise single sign-on, autonomous agent workflow builder, voice channel integrations, and real-time ROI tracking dashboards.