From fragmented data to production-grade agents: Nebius, Nexla and Tripadvisor at NVIDIA GTC
From fragmented data to production-grade agents: Nebius, Nexla and Tripadvisor at NVIDIA GTC
Most AI demos break when they meet real-world complexity. Agents depend on fragmented, unstructured data, multi-step reasoning across systems and sustained low-latency inference under load. In production, orchestration gaps and infrastructure variability cause failures — not model quality.
Validated path from data to production-grade agent systems
Nexla and Nebius solve different parts of the same problem.
Nexla turns enterprise data — structured or unstructured, batch or real time — into governed, agent-ready data products. It coordinates the workflows that allow multiple models and systems to operate as a single, coherent agent pipeline.
Nebius ensures those pipelines run reliably. Built specifically for AI workloads, Nebius provides dedicated NVIDIA accelerated computing infrastructure designed for sustained inference, multimodal processing and real-time execution — without the variability of shared cloud environments.
Together, this creates a validated path from raw data to production-grade agent systems — not just prototypes.
Live at NVIDIA GTC: “Inspiration to Trip”
To demonstrate this architecture in action, Nexla, Nebius, Tripadvisor and NVIDIA are presenting a live multi-agent workflow at GTC to showcase what’s possible for the future of travel planning.
In the “Inspiration to Trip” demo experience, a user pastes a travel video link into an experimental feature in Tripadvisor’s Native AI experience. The system:
- Parses multimodal video content and extracts locations and experiences
- Cross-references them with Tripadvisor’s proprietary dataset
- Generates a structured, day-by-day itinerary
- Supports real-time conversational refinement
This is not a single-prompt demo. It is a coordinated, production-grade agent system grounded in real data and running on infrastructure designed for sustained production inference.
Learn more
Nexla and Nebius are showcasing this validated data and agent stack at NVIDIA GTC, taking place March 16–19 in San Jose, California.
- Connect with Nebius (booth #713);
- Learn more about Nebius at GTC, including our inference session: Scale Inference Using Open Models: How Nebius Token Factory Delivers Control and Efficiency (Presented by Nebius) [S82234];
- Read the Nexla blog post.
Explore Nebius Token Factory
See also
NVIDIA Nemotron 3 Super is now available on Nebius Token Factory, bringing a 120B hybrid MoE model optimized for multi-agent systems and complex reasoning workflows to production deployments. With long-context inference and OpenAI-compatible APIs, teams can run Nemotron 3 Super through dedicated GPU endpoints and autoscaling infrastructure without managing their own serving stack.
Today, Nebius and Toloka are announcing plans to bring Tendem into the Nebius ecosystem. This integration further strengthens the Nebius AI stack, anchoring the raw intelligence of Token Factory and the autonomy of Tavily agentic search with a programmable layer of human reliability. Originally designed as the market’s pioneer hybrid human-AI agent, Tendem is now the first platform to embed vetted human experts directly into agentic workflows — making expert judgment callable via the Model Context Protocol (MCP), the emerging standard for AI tool integration.
NVIDIA HGX B200 instances are now publicly available as self-service AI clusters in Nebius AI Cloud. This means anyone can access NVIDIA Blackwell — the latest generation of NVIDIA’s accelerated computing platform — with just a few clicks and a credit card.