01
Your data is part of the product
Reliable answers depend on definitions, freshness and permissions as much as the interface.
By Noor Stone↗
TOKENMONSTER INSIGHTS
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Gathering useful ideas for your next workflow.
TOKENMONSTER INSIGHTS
Big ideas.
Working AI.
We turn complicated data and everyday workflows into useful AI systems. Explore field notes on strategy, analytics, agents and the work of getting them into production.
From a promising experimentto a system people can use.
STRATEGY · DATA · APPLIED AI · DELIVERY01 / FIELD NOTES
A practical point of view
Intelligence matters when people can use it. We connect data foundations, analytics and application engineering—with permissions, evaluation and a clear handoff built in.
How we thinkNOTES FROM THE WORK
Useful thinking,
made readable.
Practical ideas for choosing the right problem, making data useful and getting AI into the hands of a team.
02
Source links are a product feature
Make it possible to inspect the evidence behind an answer.
By Alex Vale↗
FROM IDEA TO IN PRACTICE
Useful AI is a team sport.
01
Find the right problem
Choose a workflow with an owner and a measurable first release.
02
Make data usable
Connect information, definitions and permissions behind useful answers.
03
Build useful intelligence
Put assistants and bounded agents against representative work.
04
Put it into practice
Test, deploy and hand off a service the team can own.