Sandbox

Test memory artifacts against a scoped evaluation pack before you buy or attach.

Sandbox evaluations run in isolation. No artifacts are attached to production agents during testing.

Run evaluation

Example scorecard

Ready to attachScoped deployment

	+14.2%
	Low
	Clean
	12 days
	Institutional
	$420
	Retrieval only
	Auto-detach if negative transfer > 5%