AI that decides, not just reports.
Lumorrow's intelligence layer sits inside the auction — not next to it. Every bid request is scored, every floor is tuned, every routing decision is made by models trained on real auction data from our own marketplace.
PRE-BID PRICE INTELLIGENCE
Bid landscape prediction.
Before an auction runs, our models forecast the expected clearing price. Publishers can make real-time yield decisions with actual numbers, not guesses.
REAL-TIME YIELD SIGNALS
Dynamic floor pricing.
Traditional floors are set once and reviewed quarterly. Lumorrow recalculates per placement, hour, device, and audience segment — capturing yield that static floors leave behind.
REVENUE PROTECTION LAYER
Anomaly detection.
Traffic spikes, invalid traffic patterns, sudden fill drops — flagged and isolated within minutes. Publishers alerted. Revenue preserved.
LATENCY-AWARE DELIVERY
Timeout tuning.
Header bidding timeouts are a trade-off. Our models tune timeouts per user condition — network, device, geo — to maximize participation without punishing page speed.
HOW IT LEARNS
Models trained on real auction data.
Marketplace-native training
Models trained on real auction data from Lumorrow's own marketplace — not generic datasets.
Segment-level intelligence
Separate models per format, geo, and device class. A CTV impression in the US doesn't look like a mobile display impression in APAC.
Continuous retraining
Models retrain on rolling windows, adapting to seasonality and demand shifts automatically.
GOVERNANCE
AI decides. You govern.
Lumorrow's AI is powerful but not autonomous. Publishers and ops teams set the guardrails — format rules, floor ceilings, demand source priorities, brand safety constraints — and the system optimizes within them. Every AI decision is logged and overridable.
See the AI layer in action.
Request a live walkthrough and we'll show you how the intelligence layer improves yield on your specific inventory.