Consultation ↗

AI application engineering

Purpose-built assistants instead of plausible guesses

The challenge is not only text generation: it is curating documents, retrieving relevant passages and highlighting limitations.

Document engineering

An architecture built around sources

Retrieval-augmented generation (RAG) can connect an AI model to a document library, but it still requires quality controls.

Curate a qualified corpus

Register documents, versions and permitted use.

Build document retrieval

Index and find the most relevant passages.

Evaluate responses

Test errors, citation fidelity and unanswered cases.

Delivery formats

One core approach, several interfaces

Project choices depend on usage, hosting, privacy and available resources.

Web app

Browser-based interface.

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SaaS

Hosted, scalable software service.

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Windows software or plugin

Tools focused on specific tasks.

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Your project

Planning an AI assistant, pet food tool or software project?

Define the requirements, sources and technical boundaries before development.

Consultation