Personalization and experimentation vendor AB Tasty is also claiming a first: it just acquired site search and recommendation vendor Epoq, which it says makes it the “first in our class to offer the market a consolidated approach to delivering relevant and consistent digital customer experiences.” The main story here is bundling of experiment-based optimization, recommendations, and search.
Those nice people at Optimizely are terribly excited about Real-Time Segmentation, their “new, first-of-its-kind offering that allows marketers to segment customers in the moment of engagement to deliver highly relevant, personalized digital experiences.” Exactly what’s different from other real-time personalization products isn’t clear, and you’ll have to wait to judge for yourself: it’s available only in beta to select customers.
Persado goes beyond “first” to call itself the “only” company to generate personalized marketing messages with a “transformer model fully connected and pre-trained on behavioral data.” They say this “selects the words that will drive action” in ways that other systems do not, and who am I to argue? (Learn about transformer models.) What’s new today is they’ve added an API to embed this magic in other vendors’ systems.
Unauthorized training data isn’t an existential threat to generative AI but it’s certainly a headache for users and developers alike. Most developers are trying to exclude materials that creators have explicitly labeled as unauthorized and citing “fair use” as justification for copying everything else. Getty Images has taken an opposite approach, building its gen AI tool only on materials that are explicitly licensed. It’s possible that tracing the provenance of training data will become a standard, similar to how organic food producers trace the origins of their ingredients.