Orquesta AI Prompts

The platformHow it worksAgent RuntimeDeploy and manage autonomous agents with built-in tools, memory, and orchestration - no infrastructure required.Explore featureEvaluationAI RouterKnowledge BaseMonitoring & ObservabilityRuntimeMulti-agentToolsMemory StoreMCPAgent2AgentReal-time orchestrationStreamingGuardrailsExperimentationAgent SimulationLLM as a judgehuman evalsAgent EvalsRAG evalsPython evalsDatasetsOnline evaluationBudget controlModel routingMulti-modalitycachingFallbacks & retriesUnified APIidentity trackingBYOMfinopskey managementRAGagentic ragData ingestionfile processingChunkingEmbeddingretrievalrerankingrag evalsexperimentationTracesThreadsReal-time dashboardsAlertsAutomationsAI Insights3rd party integrationsOpentelemetryAnnotationsFeedbackThe benefitsSee immediate business results“We no longer have to build this whole other product to orchestrate LLMs – Orq.ai does that for us.”Kyle KinseyFounding Engineering0x0xfaster time‑to‑market“Orq.ai opened prompt engineering to our non-technical teammates, key to scaling our AI-native platform.”Mantas UrniezaCo-founder0+0+agents“With Orq.ai we cut our custom AI build time from 6 weeks to 2.” Koen VerschurenFounder0+0+AI solutions shippedSee customer storiesTHIRD-PARTY RESEARCHGartner® recognitionAnalyst CoverageIncluded in the Gartner® Emerging Leaders Quadrant for Generative AI EngineeringOrq.ai has been included in the Gartner® Emerging Leaders Quadrant for Generative AI Engineering (2025), recognizing our vision for building and operating production-grade GenAI systems. We are building infrastructure for teams that need reliability and control as GenAI moves from experimentation into production.Read the announcementEmerging LeadersGenAI EngineeringMADE FOR COLLABORATIONWhy teams switchSpeedBuild & ship 5x fasterMove 5x faster from concept to production with unified workflows and fast evals. Ship quickly without fragile glue code.ReliabilityStay in controlKeep quality and costs predictable with guardrails, canaries, and rollbacks. Dashboards and alerts catch issues early.CollaborationWork as one teamUse one shared workspace with roles, reviews, and HITL built in. One source of truth for prompts, datasets, and releases.Deploy anywhere. Integrate with everything.Works with leading LLMs and providers; bring your own models. Deploy cloud, hybrid, or on‑prem with enterprise security and EU compliance.Data ResidencyKeep data in the EU or the region you choose. Set how long we keep it and automatically mask sensitive fields.EnterpriseSign in with your company account. Control who can do what. Every change is logged, and we provide standard compliance paperwork.EnterpriseDeployment methodsOur cloud, your cloud, or your servers. Private connections supported. Roll out safely and roll back fast.Trust CenterThe voice of customersHear it from the industry leaders"Before Orq.ai, our team relied on Excel sheets and custom scripts, a lot of manual work that slowed us down. Now we can ship new features much faster, especially for complex use cases like voicebots. The real value is in the speed and ease of testing; it multiplies our output and gives us room to be creative."Timo VerbeekGenAI Engineer“We no longer have to build this whole other product to orchestrate LLMs – Orq.ai does that for us.”Kyle KinseyFounding Engineering“We wanted to expand prompt engineering beyond just our developers by bringing in team members with specialized domain expertise. This collaboration enhances our innovation and ensures our AI solutions are top-notch.”Thomas GoijartsFounder“As our platform started to grow, we needed a tool to help us manage our prompts and also improve our prompt engineering workflow.”Mantas UrniezaCo-founder“Orq has helped us save enormous amounts of time. Before, it would take us 6 weeks to build a custom-made AI solution for our clients. Now, it’s possible to build it in 2 weeks with Orq.”Koen VerschurenFounder"Before Orq.ai, our team relied on Excel sheets and custom scripts, a lot of manual work that slowed us down. Now we can ship new features much faster, especially for complex use cases like voicebots. The real value is in the speed and ease of testing; it multiplies our output and gives us room to be creative."Timo VerbeekGenAI Engineer“We no longer have to build this whole other product to orchestrate LLMs – Orq.ai does that for us.”Kyle KinseyFounding Engineering“We wanted to expand prompt engineering beyond just our developers by bringing in team members with specialized domain expertise. This collaboration enhances our innovation and ensures our AI solutions are top-notch.”Thomas GoijartsFounder“As our platform started to grow, we needed a tool to help us manage our prompts and also improve our prompt engineering workflow.”Mantas UrniezaCo-founder“Orq has helped us save enormous amounts of time. Before, it would take us 6 weeks to build a custom-made AI solution for our clients. Now, it’s possible to build it in 2 weeks with Orq.”Koen VerschurenFounder"Before Orq.ai, our team relied on Excel sheets and custom scripts, a lot of manual work that slowed us down. Now we can ship new features much faster, especially for complex use cases like voicebots. The real value is in the speed and ease of testing; it multiplies our output and gives us room to be creative."Timo VerbeekGenAI Engineer“We no longer have to build this whole other product to orchestrate LLMs – Orq.ai does that for us.”Kyle KinseyFounding Engineering“We wanted to expand prompt engineering beyond just our developers by bringing in team members with specialized domain expertise. This collaboration enhances our innovation and ensures our AI solutions are top-notch.”Thomas GoijartsFounder“As our platform started to grow, we needed a tool to help us manage our prompts and also improve our prompt engineering workflow.”Mantas UrniezaCo-founder“Orq has helped us save enormous amounts of time. Before, it would take us 6 weeks to build a custom-made AI solution for our clients. Now, it’s possible to build it in 2 weeks with Orq.”Koen VerschurenFounder"Before Orq.ai, our team relied on Excel sheets and custom scripts, a lot of manual work that slowed us down. Now we can ship new features much faster, especially for complex use cases like voicebots. The real value is in the speed and ease of testing; it multiplies our output and gives us room to be creative."Timo VerbeekGenAI Engineer“We no longer have to build this whole other product to orchestrate LLMs – Orq.ai does that for us.”Kyle KinseyFounding Engineering“We wanted to expand prompt engineering beyond just our developers by bringing in team members with specialized domain expertise. This collaboration enhances our innovation and ensures our AI solutions are top-notch.”Thomas GoijartsFounder“As our platform started to grow, we needed a tool to help us manage our prompts and also improve our prompt engineering workflow.”Mantas UrniezaCo-founder“Orq has helped us save enormous amounts of time. Before, it would take us 6 weeks to build a custom-made AI solution for our clients. Now, it’s possible to build it in 2 weeks with Orq.”Koen VerschurenFounderSee all customer storiesA single control tower for visibility across teamsBook a demoExplore docs We use cookies to personalize content, run ads, and analyze traffic. --- Compare our plansDeveloperGet startedGrowthGet startedEnterpriseBook a demoUsage & StorageUsers1Unlimited€35/seat per monthCustomSpans50k/month 100k/monththereafter €7/100k spansCustomAgents3UnlimitedUnlimitedAgent Runs 50 runs/month 500 runs/monthCustomKnowlegde Bases/Memory Stores22CustomKB/Memory Store storage10 MB10 MBCustomTrace retention14 days30 daysCustomIngestion volume1 GB1 GBCustomRate limits50/dayHigherCustomPlatform APIEnterprise APIAI GatewayMulti-modalityMulti-modalityMulti-modalityAgentsBuild single and multi-agent systems Exposable via A2A protocolAdd tools with remote MCP serverCreate and add HTTP, Function, Python, and JSON ToolsTrigger agent via APIUse preferred modelShare and clone agent templatesUnlimited agentsPromptPrompt libraryPrompt engineeringStructured outputsPlaygroundsMulti-prompt comparisonEvaluator libraryDeployDeployments3UnlimitedUnlimitedRetries & fallbacksVersioningContextual rules engineLLM cacheFile ingestionExperimentationAgent experimentationPrompt experimentationExperimentation via APICI/CDKnowledge Bases & Memory StoresStorage10MB10 MBCustomRAG-as-a-ServiceChunk explorerEmbedding & rerankingRAG evaluatorsDocument processing priorityObserveReal-time tracesThreads tracking (conversation, sessions, users)Cost and token tracking OpenTelemetryTrace retention14 days30 daysCustomDashboardsOnline evaluatorsGuardrailsExperiment exportsWebhooks15UnlimitedOptimizeHuman evaluationsCorrectionsFeedback APIDataset curationSecurity & privacyPII filteringSOC 2 reportRole-based access controlAWS/Azure marketplaceVPC deploymentSSO / SCIM APIHIPAAAudit LogsCustom rate limitsHigh rate limitsCustomUptime SLASupportSupport centerEmail supportSlack/Teams supportonly with Teams add-onDedicated account managerSolutions engineerSLAFuture-proof solutionWhy teams switchOne control tower across teamsUnite engineering, product, and data teams in one place. Shared truth, role-based workflows, and human-in-the-loop feedback that drives continuous improvement.Sign up nowDeploy anywhere, safelyOur cloud, your cloud, or your servers. Private connections supported. Roll out safely and roll back fast.See deployment optionsCompliant, secure and flexibleSOC 2-certified, GDPR-compliant, and aligned with the EU AI Act. Manage risk responsibly with EU or US data residency and regional storage and processing across open and closed ecosystems.FAQFrequently asked questionsWhat is the easiest way to try Orq.ai?You can sign up for a free Developer account to start building with your own data. The free plan includes 50k spans per month, and access to all core platform features with some restrictions — no credit card required. See the comparison table above for full details.What is a span?A span is the fundamental unit of observability in Orq.ai. Each span represents a discrete operation in your AI application, such as an model invocation, a tool execution, a retrieval step, or an evaluation. Spans are the building blocks of traces and are automatically created when your application interacts with Orq.ai.What counts as a span?A span is recorded whenever a discrete operation occurs within your AI application through Orq.ai. This includes:Each request routed through Orq.ai's AI Gateway (LLM calls, generative model invocations)Individual steps within an agent's execution (tool calls, reasoning steps, retrieval)External spans you send from your own infrastructure via the SDK or APIEvaluator and guardrail executionsFeedback and scoring eventsWhat is the difference between a span and a trace?A trace represents a complete end-to-end interaction in your application, such as a user request or an agent invocation. A span is a single step within that trace. For example, when an agent processes a user query, the full interaction is captured as one trace, while each individual operation within it (an LLM call, a tool execution, a retrieval step) is recorded as a separate span. Billing is based on spans.What is an agent run?An agent run is recorded each time an agent is invoked through Orq.ai's Agent Runtime. A single agent run may contain multiple spans (LLM calls, tool executions, memory lookups, etc.), giving you full visibility into every step of the agent's behavior.What does processed data mean?Processed data is the total volume of data ingested by Orq.ai, including inputs, outputs, prompts, and metadata. It is measured on disk and resets each billing cycle. For example, 100k requests with a 50-page PDF attached will generate far more processed data than 100k single-sentence requests — volume depends on the size of your data, not just the number of requests.What is a knowledge base, what is a memory store, and what does "2 free" mean?Knowledge bases and memory stores are both built on top of a vector database but serve different purposes. A knowledge base is fully controlled by the builder — you upload and manage documents, and can expose them on deployments and agents for retrieval-augmented generation (RAG). A memory store is filled dynamically by agents at runtime, such as conversation history or contextual memory. The free plan includes 2 combined — that could be 2 knowledge bases, 2 memory stores, or 1 of each.What is an agent, and how are agents counted?An agent in Orq.ai is an AI system you build and run through the Agent Runtime, with support for tools, memory, multi-step reasoning, and orchestration. Agents are counted separately from deployments. The number of agents you can create depends on your plan.What is a deployment?A deployment exposes a prompt and model configuration to the Orq.ai API so your application can call it in production. Deployments include versioning, retries, fallbacks, and contextual rules. The free plan includes 3 deployments.What does a higher rate limit mean in the paid plan?The paid plan offers higher API rate limits, allowing your applications to handle more concurrent requests. This is important for production workloads with higher traffic. Exact limits depend on your plan.What are platform APIs and Enterprise APIs?The platform API is the standard Orq.ai API used to invoke deployments, agents, manage prompts, log traces, and interact with the platform programmatically. The Enterprise API extends this with additional capabilities such as SCIM provisioning, audit logs, and bulk operations for larger organizations with advanced administration needs.What is a playground?A playground is a no-code workspace for rapidly iterating on prompts and model configurations. You can compare model and prompt behavior side-by-side, fine-tune parameters, and share configurations with teammates — all before moving to a deployment or experiment.What does document processing priority mean?Document processing priority determines how quickly your files are parsed and indexed when uploading documents to a knowledge base. Enterprise customers receive priority processing, meaning their documents are chunked and made searchable faster.Which plan is right for me?Developer Free: For individual developers or single teams getting started. Includes 50k spans/month and access to core platform features with some restrictions. See the comparison table above for details.Developer Paid: For small teams that need higher limits. Includes 100k spans/month, with additional spans at €7 per 100k. Unlocks higher usage limits and longer retention.Enterprise: For larger organizations with custom requirements such as high data volumes, advanced security needs, on-premise deployment, dedicated support, and role-based access control.When do I get billed?You are billed at the end of your monthly billing cycle. All included allowances reset at the start of each new cycle.What happens if I exceed my included limits?Any usage beyond your included allowances is billed against metered pricing and appears as separate line items on your invoice. You can review the metered rates for spans, agent runs, and processed data in the pricing table above.Can I manage or cancel my subscription?Yes, you can manage or cancel your paid Developer subscription at any time. Changes take effect at the end of your current billing cycle. For Enterprise plans, please contact our team.Can I use my own private or fine-tuned models?Yes! All Orq.ai plans support private and fine-tuned models. You can connect your own models through the AI Router alongside 300+ supported models from 20+ providers. For more information, feel free to contact our team.Does Orq.ai support self-hosted or on-premise deployment?Yes, self-hosted and on-premise deployment options are available for Enterprise customers. This includes deployment in your own VPC or private cloud to meet stricter compliance and data residency requirements. Contact us to discuss your setup.What security and compliance standards does Orq.ai meet?Orq.ai is SOC 2 Type II certified, GDPR compliant, and aligned with the EU AI Act, ensuring enterprise-grade security and data protection. For organizations with advanced security needs, we offer self-hosted, VPC, or hybrid deployment options. Visit our Trust Center at trust.orq.ai for full details.Can I redline contracts?Yes, we offer customized contracts for Orq.ai Enterprise customers with a yearly commitment. Please contact us for more details. The Developer plans are designed to be self-serve on our standard terms.I have security questions, where do I start?We publish our security documentation and controls publicly. Please visit our Trust Center at trust.orq.ai for full details, or contact our team directly.How does seat-based billing work when adding or removing team members?Seats are automatically adjusted: added when you invite a member, and removed (after the current invoice is paid) when you remove one. When you add a member mid-cycle, you’re charged immediately with proration applied. For example, inviting someone on February 15th means you’d pay roughly half the monthly fee (~€17.50) for the remainder of that month. If you then remove that member on February 16th, no refund is issued for the current billing period, but the seat is removed at the start of the next cycle (March 1st), so no further charges apply.A single control tower for visibility across teamsBook a demoExplore docs --- OUR STORYOur journey in Generative AIVISIONFUNDINGLAUNCHBuild the first Generative AI Collaboration PlatformIn 2023, Sohrab Hosseini and Anthony Diaz had a vision: a world where anyone could harness the power of Generative AI. They then joined forces and created a platform where engineers and non-technical teams work together to build reliable AI apps.2023Founded in the Netherlands. Based in Amsterdam — operating globally500+Engineers and product teams build AI applications with Orq.ai€7.3MTotal funding for global expansion2024Launched our Generative AI Collaboration Platform globally25Team members based all around the world2024SOC 2 certified and compliant with GPDR & 2024 EU AI ActMISSIONEmpower AI teams to control the entire lifecycle of AI applicationsCollaborationBreak down silos between engineering, product management, and domain expertsDemocratizationEmpower everyone to participate in the transformative power of Generative AIEnablementGive teams worldwide best practice tools to progress across Generative AI maturity levelsOur TeamMeet the Team Behind the InnovationSohrab HosseiniCO-FOUNDERAnthony DiazCO-FOUNDERKyra DresenPRODUCT MANAGERKristy AlmueteTECH LEADPatricia RamosTECH LEADMark Peter FejesFull-stack DeveloperThomas BritsGTM LeaderKuldeep YadavHead of GrowthBauke Brenninkmeijer AI EngineerKaraLynn LewisAdvisor - PartnershipsEwa SzyszkaDevRel EngineerArian Pasquali Machine Learning EngineerMichel Reynaldo BritoSenior Software EngineerChiel de JongResearch EngineerBrahyan Portilla FlorezTechnical LeadJahaziel Rodriguez VegasSenior Product DesignerPaco Martinez ZaragoziDesarrollador de back-endLee MoradoENGINEERINGVictor TamayoENGINEERINGHarold James QuilangENGINEERINGFrancy GutierrezQUALITY ASSURANCEHiba El DarwishQUALITY ASSURANCEIna LagmanQUALITY ASSURANCESarah RabieiAccountantBacked byPARTNERSPartners to deliver AI transformationOrq.ai's network of technology and implementation partners helps teams experience successful transformation through Generative AI.Learn moreCreate an account and start building today.Book a demoExplore docs --- Consultancy PARTNERSWhat our consultancy partners deliverUse Case & Opportunity DiscoveryCustom AI Solution DevelopmentPerformance Monitoring & OptimizationLLM Architecture & System DesignEnterprise System IntegrationsStrategic GenAI AdvisoryKoen Verschuren, Founder“Before, it would take us 6 weeks to build a custom-made AI solution for our clients. With Orq.ai, we can now built it in 2 weeks."See case studyBoutique firm helping enterprises unlock GenAI opportunities guided by a hands-on, senior team.See moreEnd-to-end solutions, ensuring AI complements, rather than replaces, your human workforceSee moreSupport companies with GenAI education, strategy, and product developmentSee moreDevleaps is a team of tech experts on a mission to accelerate technology transformation in companiesSee moreDigital success in Commerce, AI, and Customised solutions with CLAIN approachSee moreEmpowering clients within the creative domain to harness the transformative capabilities of AISee moreThree-tiered services which encompass every stage of your Generative AI adoption journeySee moreTransform your business with powerful dashboards, advanced analytics, and custom AI systems.See moreInnovative firm crafting custom digital and AI solutions focused on real-world business impactSee moreTechnology PartnersExpand your AI tech stackStay in control of your ML models. Easily deploy your models with full explainabilitySee moreThe platform to handle your integrations with HRIS, ATS, LMS, CRM, & MarketingSee moreAtaI Systems is a wholesale provider of enterprise & GPU compute platforms.See moreCreate an account and start building today.Book a demoExplore docs