At 2:17 AM on a Tuesday, while the Coinme marketing team slept, Midas made 47 changes across three ad platforms.
What Happened
Midas — our autonomous revenue optimizer — runs on a 6-hour cycle. Every cycle, it evaluates every active campaign against ROAS thresholds, decides which campaigns need budget adjustments, bid changes, or pausing, and executes the changes via platform APIs (Meta, Google Ads, Apple Search Ads).
On this particular night: 12 Meta campaigns had bids adjusted (8 decreased, 4 increased), 9 Google Ads campaigns had budgets redistributed, 6 Apple Search Ads keywords were paused for underperformance, and 20 bid adjustments were made across all platforms based on hourly CPA trends.
Results by Morning
| Metric | Before Midas | After Midas | Change |
|---|---|---|---|
| Avg CPA | $18.42 | $14.17 | -23% |
| ROAS | 1.2x | 1.6x | +33% |
| Wasted Spend | $340/day | $89/day | -74% |
How We Built Trust
Midas didn't start with live access. The first 30 days were shadow mode — every decision was logged but not executed. We reviewed the logs, compared to what humans would have done, and found Midas outperformed manual optimization 78% of the time.
The shadow-to-live transition was gradual: first read-only monitoring, then single-platform execution (Google Ads only), then full portfolio access after 60 days of consistent outperformance.
Q: Can Midas manage campaigns across multiple ad platforms simultaneously?
A: Yes. Midas operates across Meta, Google Ads, and Apple Search Ads with unified ROAS tracking. It uses the 3-hop attribution bridge (Snowflake → AppsFlyer Events → AppsFlyer Installs) to deterministically link revenue back to specific campaigns across all platforms.