· 4 min read
AI Ideas
Open WebUI and Ollama: test an internal AI workspace before buying a GPU
A scoped internal AI pilot: choose tasks, map data flow, measure quality and latency, then decide whether server investment makes sense.
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Journal
Notes on AI, architecture and building useful products.
4 articles
· 4 min read
AI Ideas
Read supplier quotation PDFs with Docling: prepare a comparison for review
A proposed workflow to turn quotation PDFs into a reviewable comparison with units, tax assumptions, delivery terms and source references.
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· 4 min read
AI Ideas
An AI receptionist for appointment businesses: start with missed calls
A proposed startup pilot for service businesses: capture enquiries, prepare appointment requests and hand off to staff before building a larger product.
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· 5 min read
AI Ideas
A document assistant with Dify: start with a reviewable pilot
A practical proposed pilot for internal document lookup: sources, human review, evaluation, self-hosting and license checks.
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