FAQ
Questions about the QDivZero control layer.
Need a capacity plan?
Talk to Valendra about model mix, routing policy, security tiers, and how QDivZero should sit above your GPU supply.
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Products
Discover the platformAI infrastructure to deploy, connect, and run models in production.DeploymentDeploy models on private infrastructure without managing servers or GPUs.ModelsModels included in Unlimited, public models billed by usage and your own deployments. Text, images, video, audio, vision and embeddings depend on the model and access option.LLM Model RoutingRoute requests across LLMs based on cost, latency, priority, and availability.Security & ComplianceZero logs of prompts and responses. Your data is not sent to model providers.LLM FirewallProtect your models with guardrails before requests reach them.RetrievalProduction-ready vector databases for semantic search, embeddings, and RAG, without managing infrastructure.
Solutions
Use cases
With your data
Chat with documentsQuery PDFs, contracts, and internal knowledge with generative AIRAGRetrieve context from your data to generate more accurate answersSemantic searchFind documents and content by meaning, not just by keywordsInformation extractionTurn documents and text into structured data for your workflows
Text and code
AI agentsReason, use tools, and automate tasks with AI agentsChatbots and assistantsBuild conversational assistants connected to your data and applicationsCode generationGenerate, explain, and transform code with AI modelsText classificationClassify, label, and route text at scale with artificial intelligence
Image and video
Voice and audio
Industries
Technology and business
Industry and science
Industry and manufacturingIndustrial AI, computer vision, and process automationEnergyAI for energy, data analysis, and process automationResearch and scienceScientific AI, specialized models, and scientific data analysisPharmaceuticals and biotechnologyPharmaceutical AI, biotechnology, and laboratory automation
Regulated industries
HealthcareHealthcare AI, clinical data, and artificial intelligence modelsBanking and financial servicesAI for banking, private models, and financial automationPublic administrationPublic sector AI, document automation, and virtual assistantsTelecommunicationsAI for telecommunications, network automation, and customer service