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Content factory

A content factory is an automated content production line: AI and workflows take material from idea and research all the way to finished text, images and publishing. It lets you ship content consistently and at volume without growing the team.

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Business process automationn8nWorkflowWebhookNo-code / Low-codeAPI integration
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By Andrey, PuraMind AI ·

PuraMind AI is an AI product studio. We make the complex simple: we take a business pain point, bring our experience and AI tooling, and ship it as a system running in production - from automation to our own SaaS.

We don't sell hours or slides - we hand over systems that already work. With full access to the source code, on your own infrastructure, with no dependency on third-party clouds. Under the hood: models from Anthropic (Claude) and open-source LLMs, orchestration on n8n, and a self-hosted stack.

On this blog we show how it works from the inside: case studies, guides, and breakdowns of real projects: SEO analytics, AI agents, content factories, automations on our own servers.

One step from idea to a working system in production - that's what we get paid for. Not presentations.

- Andrey, Founder of PuraMind AI

What We Do

  • AI consulting & audit - where AI actually pays off, stack selection, and a rollout plan
  • Web products & SaaS - design and development of apps (our own product - SEO Nerve)
  • AI agents & assistants - for specific roles: sales, support, analytics
  • Process automation - integrations and workflows on n8n, content factories
  • Content & video - copy, videos, and presentations with localization
  • Infrastructure & self-hosting - Docker environments on your own server

Who It's For

Maximum ROI goes to teams that:

  1. Spend 20+ hours per week on repetitive tasks
  2. Work with large volumes of text and data (applications, reports, correspondence)
  3. Want to scale without proportional headcount growth
  4. Value data privacy and infrastructure control

According to McKinsey Global Institute, generative AI could automate 60-70% of work tasks across most industries, adding $2.6-4.4 trillion to the global economy annually.

PuraMind AI is an end-to-end studio: from idea and audit to a working system in production. Six directions that cover a business's path to AI:

  • AI consulting & audit. We pinpoint where AI actually pays off, audit your processes, pick the stack, and lay out a rollout plan.
  • Web products & SaaS. Design and development of web apps and SaaS. Our own product is SEO Nerve, a website audit service.
  • AI agents & assistants. Agents for specific roles - sales, support, analytics - on Claude and open-source LLMs.
  • Process automation. Wiring services into workflows via n8n, content factories, request and reporting pipelines.
  • Content & video. Copy, videos, and presentations with localization - from draft to publication.
  • Infrastructure & self-hosting. Deployment on your own servers, Docker environments, full control over your data.

One principle: we hand over not a license or slides, but a system that already works - with source-code access and the ability to evolve it yourself.

We build solutions on proven open-source technologies, ensuring vendor independence for our clients:

  • Anthropic Claude + open-source LLMs - models for analysis, generation, and AI agents
  • OpenAI Codex - AI agent for development and code review
  • n8n - workflow orchestration and integration with 400+ services
  • Supabase + PostgreSQL - database, authentication, and realtime API
  • Python / FastAPI - backend for web products and SaaS
  • Astro - fast websites and frontend
  • Docker - containerization and isolated deployment on your own servers
  • Telegram Bot API - interfaces for teams and clients