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Mainsches Hub

Adaptive workflows: structure that learns your work.

A prompt solves a task once. A workflow solves it every time — visibly, repeatably, and under your control. In Mainsches Hub, workflows are created, saved, managed, and refined.

The workflow lifecycle

  1. 01

    Create

    Start from a real task: a goal, a folder of documents, a recurring routine. The Hub proposes a first structure — you shape it.

  2. 02

    Run

    Each run assigns models within your rules and keeps every step visible. No black-box execution.

  3. 03

    Manage

    Workflows live in a library: named, organized, and ready. Your operational knowledge stops living in someone's head.

  4. 04

    Refine

    Tighten a scope, swap a model, adjust a step. The workflow gets better with every iteration — that is what adaptive means.

What a workflow can look like

Three examples of the kind of workflows companies can model in the Hub.

Document review

Evaluate a folder of contracts locally and get summaries with source references.

  • Input: contract folder (local)
  • Scope: read-only, local model
  • Steps: extract, compare, summarize
  • Output: summary with references

Monthly report

Reuse last month's structure with current numbers and notes.

  • Input: spreadsheet + notes
  • Scope: approved cloud step for wording
  • Steps: structure, draft, check
  • Output: draft ready for review

Onboarding checklist

Turn a described routine into a repeatable, visible process.

  • Input: your description
  • Scope: local by default
  • Steps: capture, structure, save
  • Output: reusable workflow

Illustrative examples of the intended product experience — shaped together with pilot customers.