cases://proofTraces, not testimonials. Evidence, not vibes.
Success stories, rendered as signals.
Each case is a short control narrative: what drift appeared, what signature we detected, what action we took, and what stayed stable afterward.
Gaming · Puzzle
HyperOrbit
Stabilized CPI during an inventory shock.
cpi
$2.10
before
CPI$2.90
variance±18%
fraudspikes
after
CPI$2.10
variance±5%
fraudcontained
Trace: Detected saturation signatures and shifted spend to high-velocity segments with guardrails.
Fintech · Wallet
FinLumen
Blocked synthetic cohorts before attribution decayed.
cpi
$2.60
before
CPI$3.40
variance±21%
fraudrising
after
CPI$2.60
variance±7%
fraudisolated
Trace: Cohort fingerprinting flagged spoof patterns; routing moved spend away from poisoned sources.
Footwear & Apparel · Membership
NimbusLearn
Scaled SKU expansion without losing growth or fulfillment control.
cpi
$1.50
before
CPI$1.80
variance±14%
fraudlow
after
CPI$1.50
variance±4%
fraudlow
Trace: Elasticity modeling aligned SKU rollout with channel budgets to keep CPI and fulfillment SLAs stable.
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