Veeva Systems vs Yandex
Relationship
Veeva Ostro and Yandex SpeechSense do comparable work on customer support; both also serve buyers who need to handle customer support conversations; Yandex's scale not recorded.
Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.
4 of 10 capabilities — Shares agent orchestration, customer support, document extraction and 1 more.
Ludbee capability tags · from the product recordsShared product type — Both ship application.
Ludbee product recordsAligned comparison
Capability overlap
Shared · 4
Not verified for Yandex · 6
Recorded for Veeva Systems. Yandex’s product records say nothing either way — a missing record is not a missing capability.
Not verified for Veeva Systems · 14
Recorded for Yandex. Veeva Systems’s product records say nothing either way — a missing record is not a missing capability.
Products, side by side
Algorithmic pairing — assembled from recorded fields, not hand-checked
Veeva Systems
Application
An embedded suite of AI agents for Veeva Vault PromoMats, including a Quick Check Agent for automated document quality checks and a conversational Content Agent that guides reviewers, plus configurable custom agents.
Conversational AI brand engagement platform for life sciences that answers patient and HCP questions on brand sites and over email using MLR-approved content, and captures the resulting engagement as commercial evidence.
Yandex
Application
Yandex's consumer AI assistant and chat product, which answers questions with web search, analyses uploaded files, and generates text and images from Yandex's own generative models.
Speech-analytics service that transcribes and analyses voice and text customer conversations to surface topics, sentiment and service-quality metrics.
No counterpart
Veeva Systems sells these in a stack layer with no product recorded for Yandex yet — nothing on the other side to compare them against.
AI agent
Agentic labor platform providing standard biopharma AI agents that execute end-to-end clinical, regulatory and safety processes such as TMF intake and QC, health authority correspondence, and safety case triage.
Agentic medical, legal and regulatory review product that automatically checks promotional content for compliance across markets, anchors claims to references, and connects into the Veeva PromoMats review workflow.
Agent platform
Agentic layer across Veeva's Vault platform, with industry-specific agents that reach a life-sciences customer's regulated documents, CRM records and workflows directly rather than through an export.
Yandex sells these in a stack layer with no product recorded for Veeva Systems yet — nothing on the other side to compare them against.
API service
Speech recognition and speech synthesis API built on the technology behind the Alice assistant, used for voice assistants, call-centre automation and service-quality monitoring.
Neural machine translation API supporting more than 100 languages, sold as a Yandex Cloud service.
Computer-vision API that recognises and extracts text, tables, handwriting, document fields and licence plates from images and PDFs in 48 languages.
Developer tool
Yandex's AI coding assistant for VS Code and JetBrains IDEs, offering completion, chat, code review and an agent mode that carries out development tasks from natural-language instructions.
Platform
Yandex Cloud platform that serves Yandex's generative models (YandexGPT, YandexART, embeddings, classifiers) over an API, with fine-tuning, a model gallery and agent/assistant tooling.
End-to-end managed ML development environment with notebooks, distributed training jobs and one-click model deployment on elastically scaled CPU/GPU resources.