The working budget
Model loaded
Room for the answer?
Weights are not the whole workload.
Plan memory capacity
Why does AI need memory while it answers?
Size the workload as well as the model: input length, output length and overlapping requests.
Curious Compute / The reading room
Questions to take
to your team.
Visual briefings on AI behavior, evidence and the decisions they change. Start with a question that matters to your work.
Explore the practical checks →What does your actual workload need?
1–2 of 2 briefings
Hide cover diagramsThe missing queue
One request
Overlapping requests
Total output does not describe each user’s wait.
Plan serving capacity
Your local AI is fast. What happens when everyone asks at once?
Evaluate per-request waiting and completed work under overlapping demand.
Not sure where to start? Follow a short reading path.
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