
Open-weight by default, frontier models by choice
Match model access to quality and data requirements, with external providers enabled explicitly.
From the implementation side
Ideas, field notes and practical perspectives on putting AI to work.
21 articles · Page 2 of 3

Match model access to quality and data requirements, with external providers enabled explicitly.

Clear product pages help people understand the platform, deployment choices and service boundaries.

Separate knowledge and document consultation from structured extraction, validation and system integration.

A useful agent has a defined task, appropriate knowledge and clear permissions. External actions need an additional scope.

Build review habits around company knowledge and defined agent tasks, without promising error-free AI.

Reduce fragmented personal use with useful tools, clear access and an agreed data boundary.

Quality, location, licensing and operating costs matter more than a single provider preference.

The business buys workspace, knowledge and agents; the implementation choices support that experience.

Use agents for knowledge and drafting. Add business-system actions through a separately defined integration.
Bring the idea into your workspace. Explore dedicated cloud or on-premise with our team.