The foundational AI platform for real-time discovery
Adaptive AI that powers discovery and search from live user interactions
— in real time.
What we do
Real-time is the breakthrough
Albatross is the first infrastructure for real-time sequential embedding models trained on events. AI that learns and reasons on the fly, continuously, with every single interaction.
This isn't about generating content; it's about making sense of how users perceive and interact with products. Unlike traditional solutions that rely on static rules based on catalog metadata and past user history, Albatross captures and reacts to intent and context in the session, in real time.
How it works
Events are all you need
Albatross doesn't require descriptive metadata. Our models learn directly from sequences of user–item interactions, representing the catalog based on how users perceive it, not how it's tagged. At scale, Albatross powers real-time discovery with enterprise-grade performance.
Inference
< 100 millisecond
Events processed per month
> 1 billion
Predictions per month
> 10 million
Embedding updates
> 4'000/ second
Product Suite
A single foundational model for both discovery and search.
Real-time
discovery feed
Unique to every session, Albatross real-time discovery feed adapts instantly to in-session behavior. It surfaces inspiring, contextually relevant items users would otherwise miss. Deployable in weeks, with proven ROI.
Search
reinvented
AI-driven search that understands users - not just catalog - and evolves as intent changes. Beyond text, multimodal discovery enables a shopper to snap a picture in-store to instantly personalize their e‑commerce experience and contextualize results based on inspiration.
Success stories
ROI in under
7 weeks
Engagement Metric (Clicks)
Albatross
19.6 million
Wallapop
7.13 million
Marketplace
Wallapop drove
+175% lift in under 7 weeks.
Learn More"We never outsource these kinds of solutions, because they're core to our business. This tells you a lot about us working with Albatross: their discovery engine allowed us to launch a completely new experience in weeks, not years, and significantly improve our user experience."
Rodrigo Aramayo, VP Data
Engagement Metric (Clicks)
Albatross
19.6 million
Wallapop
7.13 million
Why choose us
Built for real-time discovery.
Albatross
In-session, continuous
Real-time, event-driven AI
Sequential embeddings, adaptive feed
ROI in weeks
Zero-maintenance lifecycle
Legacy platforms
Lookback, static
Static rules, popularity
Keyword matching, generic vectors
Months of integration, no measurable impact
Manual retraining
In-house builds
Lookback, static
Static rules, popularity
Custom models, limited scale
Multi-year projects, no measurable impact
Ongoing overhead
Platform
Zero-maintenance, API-first infrastructure
Albatross is a real-time discovery platform built for scale and simplicity. It delivers enterprise-grade personalization that's plug-and-play - with zero operational overhead. Eliminate the significant costs, time, and expertise required to build in-house systems.
Only 2 required integrations
Event API (session, user, item, event type) and Prediction API (user ID)
Tenant app
Track events, measure results, deploy models, and test at user level
Continuous learning
continuous adaptation, no retraining needed, zero maintenance overhead
Enterprise-grade reliability,
>99.9% uptime, EU/CH data residency, SOC2 in progress
Contact Us
See Albatross in action
The foundational AI platform for real-time discovery
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