GraySwan provides agentic AI solutions for ad operators. Continuously monitor performance signals across supply, demand, pricing and delivery to drive meaningful actions.
Go way beyond dashboards with agents that monitor, analyze, and optimize your ad tech operations.
Deep intelligence into what makes your Connected TV business tick. We analyze billions of transactions to surface answers before the questions are asked.

Good morning ☕! You're looking at 5.4B requests from Feb 2-9, generating $23.2M in revenue at a $9.35 CPM. This represents a 46% fill rate 🎉. We found 5 events that led to higher than average CPM.
Identify bid drops, outages and latency spikes before they impact your bottom line. Real-time alerting and actions with deep learning and agentic RCA.
Channel ZipLoop experienced a display outage from February 4th at 6:00 PM EST to February 5th at 11:00 PM EST. The root cause was identified as...
Event DetailsA spike in video impressions was detected on January 19th at 10:00 AM EST due to a configuration change. The spike represented 99% of the last 24 hours volume and a 600% change week over week.
View AnomalyActivates LLM powered agents to work on your behalf. Answer questions, provide insights, find opportunities, and take action.
Detected floor price inefficiency in "Sports" category. Raising floor by 15% to capture high-demand liquidity could...
"SpaceWave 24/7" shows strong revenue potential despite 3 major outages this week. Prioritizing availability could protect income.
Wingman is our flagship agentic enterprise command center designed for high-volume Connected TV publishers and marketers. Orchestrate your entire GraySwan operational integration from our robust cloud platform.

SwanBot transforms complex data analysis into a seamless conversational experience. By eliminating the need for manual dashboard monitoring or SQL querying, SwanBot empowers your team to interact directly with your operational data. It processes billions of signals in real-time to deliver precise insights, from revenue performance to anomaly detection, ensuring actionable intelligence is always at your command.
Reasoning Core
Chain-of-thought analysis & planning
Workflow Connectors
Real-time data retrieval & Tool execution
Knowledge Engine
Semantic search & operational context
Visualizer & Output
Strategic response formatting
Access GraySwan’s deep learning and agentic modules directly. Integrate into existing products or white-label capabilities to your own customers. Built with enterprise-grade security, key management, and scaling with a menu of capabilities to choose from. Scale powerful features quickly with our AI components.
Access API Documentation// GET /intelligence/summary?start=2026-02-08T20:00Z&end=2026-02-09T04:00Z { "summary": "Revenue spiked 22% due to Super Bowl LX.", "summary": { "impressions": "1.2B", "avg_cpm": "$32.50" }, "events": [ { "id": "evt_5521", "title": "Unusual CPM Spike", "duration": "14829s" }, {...} ], "hourly": { "cpm": [12.5, 13.2, 14.8, 18.5, 32.4, 28.1, 15.2, 13.0], "total_transactions": ["1.21B", "1.23B", "1.25B", "1.32B", "1.30B", "1.28B", "1.22B", "1.20B"] }, "compare": { ... } }
See how GraySwan can transform your Connected TV operations.
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GraySwan is at the forefront of the generative AI revolution in adtech, gaining recognition from top industry voices.
Strategic partnership delivers comprehensive operational observability, empowering media companies with real-time insights and enhanced efficiency.

Neumeier’s return to the ad-tech startup scene promises to fix broken frequency capping and fragmentation in streaming advertising.
Business Insider features GraySwan as a top generative AI startup to watch in the adtech space, highlighting how agentic AI is solving the massive data complexity within the Connected TV ecosystem.