
LLM applications
Products that draft, summarize or answer from approved context.
Artificial intelligence
Model choice follows the job: retrieval, classification, drafting, or a workflow a person still supervises.


Products that draft, summarize or answer from approved context.

Answers grounded in the documents and records you provide.

Bounded actions, tool use and escalation.

Used where they fit. This is not a partnership claim.


Cloud
AWS, Azure and Google Cloud are options. The choice depends on the workload, the team and the constraints.
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Software engineering
Architecture, interfaces and code structured so the next change is possible.
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Data
PostgreSQL, MySQL, SQL Server and MongoDB are examples. The database follows the access pattern and the operational need.
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