Updated Bandwidth Calcultator

Most AI Capacity Plans Size AI in Isolation.

That misses the point.

AI rides the same links as Teams, SaaS, and patching.

And the real constraint is not raw bandwidth, but how full a link can run before latency breaks.

Running the updated impact score, ISV2, against a 2,000 user site on a 10 gigabits per second edge tells a clear story.

Plus 23% load from human-driven AI at 40% adoption.

The book's 20 to 35% range holds.

Plus 67% total load once 3,000 agents join at 60% adoption.

IS 1.00 latency ceiling reached, while the dashboard shows the link only 65% utilized.

Agents do not move much data per task.

They move it continuously, at machine speed, through hours that used to be quiet.

And they multiply the sessions firewalls and proxies must inspect.

That is what breaks the plan.

Most AI Capacity Plans Size AI in Isolation.

That misses the point.

AI rides the same links as Teams, SaaS, and patching.

And the real constraint is not raw bandwidth, but how full a link can run before latency breaks.

Running the updated impact score, ISV2, against a 2,000 user site on a 10 gigabits per second edge tells a clear story.

Plus 23% load from human-driven AI at 40% adoption.

The book's 20 to 35% range holds.

Plus 67% total load once 3,000 agents join at 60% adoption.

IS 1.00 latency ceiling reached, while the dashboard shows the link only 65% utilized.

Agents do not move much data per task.

They move it continuously, at machine speed, through hours that used to be quiet.

And they multiply the sessions firewalls and proxies must inspect.

That is what breaks the plan.