Model‑Fine‑Tuning Concierge 🤖

Most small teams don’t want to figure out GPT-4, embeddings, or fine-tuning. You package it up.

Model‑Fine‑Tuning Concierge 🤖
Photo by Jonathan Kemper / Unsplash

Concept

Most small teams don’t want to figure out GPT-4, embeddings, or fine-tuning. You package it up: “We’ll clone your tone of voice, train on your docs, and deploy a private chat model.” White-glove setup, $499+.

Micro‑Capex Stack

  • $100 Hugging Face or OpenRouter credits
  • ChatGPT or Claude to bootstrap configs
  • Google Slides to pitch services

48‑Hour Validation

  1. Identify 3 small agencies or niche brands with content-heavy ops.
  2. Cold-email or DM: “Want your own AI trained on your business?”
  3. If one bites and pays a deposit, you’re good to build.

Service Flow

  • Intake: collect knowledge base, tone samples, and Q&A examples
  • You clean the data, prep for fine-tuning
  • Deliver: hosted chatbot, plus optional Slack or site integration

Scale Plays

  • Sell tiered plans (e.g., $499, $999, $2,500) based on scope
  • Partner with no-code SaaS builders (they need this)
  • Turn top use cases into verticalized bots (law firm AI, real estate AI, etc.)

Pitfalls to Dodge

  • Overbuilding—don’t let clients scope-creep into dev hell
  • Data liability—use NDAs or encrypted hosting options




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