Specific bottleneck?
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Smaller companies & skilled trades
One person often handles three jobs at once here. We show you where AI frees up an entire hand.
Typical pain points
Three places where the effort pays off.
- 01
No time for structuring
- 02
Highly complex requests with small teams
- 03
No internal IT resources
Patterns that fit
Where we typically come in.
Industry-specific pattern assignments are still being curated. In the meantime: all patterns at a glance.
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AI inquiry on your website
Website content → vector database → MCP tools → swappable LLM → streaming sidebar.
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Invoice processing with vision AI
Receipt → vision LLM with context prompt → validation table → human approval → export to your target system.
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Email & newsletter workflows
Mailbox → sender filter → attachment or content → AI understanding where needed → naming → structured filing → marking as done.
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Bilingual content pipelines
Source content → AI processing in phases → human review → CMS integration. DE/EN parity without a parallel writing team.
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Your own AI platform?
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