Eminnt

Unified the full content workflow through 9+ specialized AI agents and 5+ publishing and performance integrations.

Results Delivered

9+

specialized AI agents orchestrated across one content platform

5+

platform integrations connecting content to publishing and performance data

Executive Summary

Eminnt needed a content platform that could solve a problem most AI writing tools ignore: generic, unverified output that buyers and search engines don’t trust. There was no existing system to capture company knowledge, route it through expert review, and optimize it for both traditional search and AI answer engines at the same time.

tkxel built the Eminnt platform from the ground up as a multi-agent content operating layer — combining a brand memory layer, SME-driven expert review, and inline SEO/GEO optimization into a single workflow, so credibility is built into content by design rather than added afterward.

Industry

MarTech

Project Type

AI-native Content Platform Development

Service

AI Agents, Workflows & Agentic OS

Outcome

tkxel delivered a unified content operating system that centralizes brand foundations, ICP research, and SME expertise, then routes that context through specialized agents for research, drafting, SEO/GEO optimization, expert sign-off, and publishing. The platform gives Eminnt’s customers — B2B SaaS teams, founder-led companies, and agencies — a reusable foundation for producing expert-backed content at scale, with direct paths to LinkedIn, WordPress, and performance data in GA4 and Search Console.

Tools & Technologies

Frontend

Next.js 16 (React 19, TypeScript) Tailwind CSS v4 for styling Firebase Auth (login/session) TanStack Query for data fetching, TipTap for rich-text editing (content editor)

Backend

Python (FastAPI) — async REST API PostgreSQL with pgvector (for AI/semantic search) as the primary database Claude (Anthropic) as the core AI/LLM — powers Ricky (the orchestrator agent) plus research, writing, and QA agents; uses LangChain/deepagents for agent orchestration Tavily for AI-powered web research

Infrastructure

Fully Dockerized (docker-compose): API frontend Postgres Redis Temporal Temporal UI MinIO background workers Alembic for database migrations

tkxel helps businesses turn ambitious product roadmaps into scalable AI-powered platforms with agentic engineering, human review gates, and production-ready delivery.

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June 29, 2026 10:00 am EST

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