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2025

GrowthMesh

An AI-powered multi-tenant sales workspace with RAG, Chrome extension and usage-based billing.

Role
Senior Full Stack Engineer
Timeline
6 months
Stack
Next.js · React · Node.js · PostgreSQL · Prisma · OpenAI · LangChain · Stripe

The problem

Sales teams spend significant time switching between CRM systems, email platforms, LinkedIn, documentation, and AI tools. Generic AI assistants often lack business context and cannot safely operate within organizational boundaries.

The approach

GrowthMesh was designed as a multi-tenant AI workspace where organizations create AI agents with brand memory, document retrieval, and secure integrations.

The platform includes RAG pipelines, Chrome side-panel extensions, streaming AI responses, usage-based billing, token metering, organization-level permissions, and audit logging.

The architecture separates marketing, admin, AI services, and browser extensions while sharing a unified backend.

The result

The platform provides organizations with AI assistants that work directly inside existing sales workflows while maintaining enterprise-grade security, tenant isolation, and scalable billing infrastructure.