Internal text work
Summarising, structuring, drafting and translating can be useful when outputs receive subject-matter review.
Knowledge dialogue
Document-based assistance needs curated sources, permissions and a statement on how results are checked.
Development and IT
Local models can support documentation, explanation or tightly scoped development tasks.
APIs and process components
A local model endpoint can be part of a defined process. Interfaces, failure cases and human control belong in the design.
| Well suited | recurrent, bounded and subject to expert review |
|---|---|
| Needs review | high impact, unclear sources, sensitive decisions |
| Do not automate | cases without appropriate control or clear value |
Get technical context
From article to appropriate architecture.
We clarify requirements, limitations and the next sensible step in a technical initial consultation.
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