Prompt Management · Reviewed 19 Oct 2026

Orq.ai

Enterprise AI gateway and control plane for building, deploying, and governing AI applications.

free tier · orq.ai ↗

Paid against free › Prompt Management › Orq.ai

Orq.ai at a glance

SEO analysis

Collected Oct 19, 2026

orq.ai: an estimated 71,114 total monthly visits and about 3,105 monthly organic visits across 646 ranking keywords. Scout crawled 15 pages and measured a technical health score of 97/100.

Overview

01

Summary

The useful answer before the supporting detail.

Orq.ai is an enterprise AI platform that provides a unified control plane for building, deploying, and governing AI applications S97. It is used by AI teams and platform engineers to manage LLM and agent traffic across multiple providers, ensuring security, governance, and cost control S9 S13. The platform's main value is enabling organizations to scale AI with confidence through features like an AI Gateway, agent runtime, and evaluation tools S9.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Orq.ai is a Generative AI Collaboration Platform and enterprise AI control plane S1 S97.
  • Core purpose: It solves the problem of managing multiple LLM providers, API limits, and unpredictable costs S23.
  • Intended users: AI teams, platform engineers, and enterprises building and scaling AI applications S9 S13.
  • Product scope: A platform with an AI Gateway, agent runtime, evaluation, and observability components S9 S13 S19 S23.
  • Positioning: Positioned as an EU-built, sovereign AI gateway and AI software factory S97.
  • Claimed distinction: Claims to offer comprehensive governance, security, and control across the full AI lifecycle S1.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
AI teamsScale LLM apps and agents with visibility and control S9.
Platform teamsManage and route AI traffic across models and providers S13.
EnterprisesMaintain security, governance, and sovereignty while deploying AI S1.
DevelopersIntegrate AI gateway with existing code via one line of code S9.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
AI GatewayProvides one API to access, route, and control 500+ models from 30+ providers, with fallbacks, retries, and caching S13 S147.
Agent RuntimeBuild, run, and monitor AI agents in production with orchestration, memory, guardrails, and human oversight S23.
EvaluationRun automated tests, guardrails, and dashboards to evaluate LLM outputs and catch regressions S19.
ObservabilityMonitor quality, drift, latency, and costs from a single dashboard S19.
GovernanceEnforce role-based access control, PII redaction, and compliance policies on AI traffic S9 S13.
MCP GatewayConnect agents to tools and data through MCP, with governed tool calls S13 S147.
RAG WorkflowsBuild RAG pipelines to improve accuracy of agentic AI systems S9.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
OpenAI-compatible APIAPIProvides one endpoint for 500+ models, allowing drop-in integration S147.
MCP GatewayIntegrationConnects agents to tools and data through MCP, with governed tool calls S13 S147.
OpenAI Agents SDKIntegrationUse existing frameworks without rewrite S13.
Azure AI Foundry, Vertex AIIntegrationConnect fine-tuned or self-hosted models S147.
WebhooksAPISubscribe to agent, deployment, prompt, and LLM events over HTTP S147.
CLIAPIManage resources from terminal and CI with 40+ command groups S147.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Pay-as-you-go4% to 4.5% of token spend, monthly S1471M requests free per month, gateway, tracing, prompts S147No seats; usage beyond included allowance billed at metered rates S147
EnterpriseContact sales, annual S147Volume rates, enterprise controls S147Custom S147

Competition

12

Alternative tools

Named from this report, then each website opened and checked before it is shown.

13

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
ubiops.com216llm use case
hatchworks.com111llm use case
docs.orq.ai112orq
unit8.com112llm use case
seacoastonline.com113orq
reddit.com113llm use case
marketplace.microsoft.com114orq
youtube.com115orq
v7labs.com115llm use case
capterra.co.uk116orq

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

15

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 1.5%

Scout traffic model did not return a separate AI-referral trend series for this domain.

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
otherOne EU-built control plane for enterprise AI. Govern every LLM and MCP call with the AI Gateway and ship your backlog with the Software Factory. Start free.https://orq.ai/
otherGovern every AI request through the Gateway. Or turn your backlog into shipped change with the Software Factory. Both run on the same control plane - with policy, visibility and accountability built in.https://orq.ai/
otherTrusted by teams operating AI in productionhttps://orq.ai/
other](./platform/ai-gateway)https://orq.ai/
other](./platform/ai-governance)https://orq.ai/
otherFor AI traffic and autonomous software delivery.https://orq.ai/
otherExplore Orq.ai for enterprisehttps://orq.ai/
otherTrusted by teams running AI at scale.https://orq.ai/
otherOrq.ai is a European enterprise AI platform that helps organizations build, deploy and govern AI at scale. Its AI Gateway provides control over models, agents, security and costs, while the Software Factory uses autonomous AI agents to turn engineering backlogs into production-ready software.https://orq.ai/
otherAn AI control plane is a centralized layer for managing how AI models, agents and tools operate across an organization. Orq.ai brings governance, security, observability, cost management and policy enforcement together, giving enterprises visibility and control without slowing down development.https://orq.ai/
featuresRun AI agents in production with built-in orchestration, memory, guardrails, monitoring and human oversight.https://orq.ai/platform/agent-runtime
featuresOrq.ai handles the execution infrastructure so your team can focus on what agents actually do.https://orq.ai/platform/agent-runtime
featuresOrq.ai is SOC 2-certified, GDPR-compliant, and aligned with the EU AI Act. Designed to help teams navigate risk and build responsibly.https://orq.ai/platform/agent-runtime
featuresAn AI Gateway is a centralized platform that manages, routes, and optimizes API calls to multiple large language models (LLMs). It acts as a control hub for software teams, enabling seamless integration with different AI providers while ensuring security, scalability, and cost efficiency.https://orq.ai/platform/agent-runtime
featuresWith an AI Gateway like Orq.ai, teams can:https://orq.ai/platform/agent-runtime
featuresBy using an AI Gateway, businesses can reduce vendor lock-in, improve reliability, and scale AI applications efficiently.https://orq.ai/platform/agent-runtime
featuresSoftware teams building AI-powered applications often struggle with managing multiple LLM providers, API limits, and unpredictable costs. An AI Gateway helps solve these challenges by:https://orq.ai/platform/agent-runtime
featuresThe AI gateway for every LLMhttps://orq.ai/platform/ai-gateway
featuresOne API to access, route and control AI across models, teams and applications.https://orq.ai/platform/ai-gateway
featuresTrusted by teams operating AI in productionhttps://orq.ai/platform/ai-gateway

These are first-party product claims, not independent measurements of AI-search visibility.

16

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gap2 first-page appearances across llm use case

Website intelligence — Collected evidence

Website evidence gaps

  • integrations: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

17

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
G2Orq.ai - AI Marketplace / G2Grounded web searchOrq.ai is a sovereign AI gateway designed for organizations operating regulated or sensitive environments ... detailed cost attribution. Orq.ai is ideal for enterprises and AI teams that require granular oversight, budget controls, and compliance features
CapterraOrq.ai Pricing, Cost & Reviews - Capterra UK 2026Grounded web searchOrq.ai has completely transformed our AI product engineering workflow. The platform allows us to easily manage the core ... of scaling an AI product. From decoupling frontend and backend development, to iterating on prompt engineering workflows, and even
MediumScaling AI with Confidence: Our Real-World Experience with Orq.ai / by Wouter Sligter / MediumGrounded web searchStreamlined Collaboration Across RolesIn our projects, Orq.ai significantly reduced friction between team members. Data scientists, prompt engineers, and subject matter experts worked together inside a shared platform and we could quickly move from testing to deployment without switching tools or formats. ... Cost Impact at ScaleThe pre-installed models saved us significant amounts of effort during early stages. However the 25–50% markup became a noticeable factor when we moved into heavier expe
toolradar.comOrq.ai Reviews, Pricing & Alternatives (2026) / ToolradarGrounded web search## Ratings Across the Web 4.8(2 reviews) Orq.ai holds an aggregate rating of 4.8 out of 5 from 2 reviews across G2 and Capterra, last checked September 17, 2026. G2 1 reviews 4.5/5 Capterra 1 reviews 5/5 Ratings aggregated from independent review
capterra.ieOrq.ai Pricing, Cost & Reviews - Capterra Ireland 2026Grounded web searchOrq.ai has completely transformed our AI product engineering workflow. The platform allows us to easily manage the core ... on prompt engineering workflows, and even getting insights into the token usage, model costs, and overall performance of our AI –
capterra.co.nzOrq.ai Pricing, Reviews & Features - Capterra New Zealand 2026Grounded web searchOrq.ai has completely transformed our AI product engineering workflow. The platform allows us to easily manage the core ... of scaling an AI product. From decoupling frontend and backend development, to iterating on prompt engineering workflows, and

Customer proof

Proof typeNamed customer or sourceEvidence
Case studyQuincustomer case study — The team knew they needed to bring development in-house, but they didn't want to rebuild basic infrastructure. (How Quin accelerates AI-powered healthcare with Orq.ai)

Independent mentions

  • Case Studies — # Case Studies See how different teams use Orq.ai to build complex Generative AI use cases. ... Brand New Day brought its first AI agents to production in half the time How Quin accelerates AI-powered healthcare with Orq.ai How Zonneplan automated 98%
  • Control AI. Ship software. — - “We chose Orq.ai to replace our internal setup with a production-ready AI Gateway that meets our governance, scalability, and cost-monitoring requirements.”Benjamin ... , bunq - “We developed applications directly with foundational model providers like

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

18

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipFounder, Caro Healthsource
Contact and supportReach out to support@orq.ai to apply for a discount. We want all startups, educational users, non-profits and open source projects to build with us.source
Legal and privacyIs Orq.ai SOC 2, ISO 27001, GDPR and HIPAA compliant?source
Security and complianceIs Orq.ai SOC 2, ISO 27001, GDPR and HIPAA compliant?source
Uptime and status pageProviding failover mechanisms to ensure uptime even if an LLM provider experiences downtime.source
Domain registered2024-02-20—
Domain expires2028-02-20—

Every trust signal above is backed by a collected page or a registration record.

19

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
Product FAQFAQAnswers common product, workflow, pricing, privacy, ownership, API, and team questions. (source)Not dated
Fairness Measures in AI Product Development: 2026 GuideGuideGuides, comparisons, pricing breakdowns, use cases, and how-to articles. (source)Not dated
Orq.ai / Sovereign AI Gateway & AI Software FactoryProduct updateProduct update is publicly available. (source)Not dated
About Us / Generative AI Collaboration PlatformProduct updateProduct update is publicly available. (source)Not dated

Not found in the collected public sources: public roadmap, changelog or release notes, status page, separate help center or knowledge base.

Technical

20

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Run in the cloud, inside your VPC, or fully on-premise S9.S9
Platforms and appsWeb-based platform; no native mobile or desktop apps mentioned S1.S1
API and extensibility (API, SDK, webhooks, MCP, plugins)Offers OpenAI-compatible API, MCP Gateway, webhooks, and CLI S147.S147
Data ownership and exportExport all your data easily S147.S147
Performance and reliability claimsProvides failover mechanisms to ensure uptime even if an LLM provider experiences downtime S23.S23
Release activityNot published on the collected pages.—
21

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2024-02-20 — GoDaddy.com, LLC
Domain expires2028-02-20
First archived2024-02-26 — web archive
TLS certificateLet's Encrypt, valid, expires 2026-12-17
Security headersHSTS, X-Content-Type-Options
Headers not servedCSP, X-Frame-Options, Referrer-Policy
Server headerFramer/24ab00f
Mail handled byaspmx.l.google.com, alt1.aspmx.l.google.com
Nameserversgordon.ns.cloudflare.com, meg.ns.cloudflare.com

Not measurable: rdap: exceeded the overall budget; wayback: exceeded the overall budget; tls: exceeded the overall budget; dns: exceeded the overall budget; headers: exceeded the overall budget. A gap here means the lookup was unavailable, not that the finding is negative.

22

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 97/100
  • Critical issues: 0
  • Warnings: 4
  • Notices: 12

Issues

SeverityIssueValueAffected URL
noticeImages are missing alt text15https://orq.ai/
noticeMeta description length should be reviewed6https://orq.ai/platform/software-factory
noticeImages are missing alt text4https://orq.ai/platform/ai-gateway
warningPage should have one primary H13https://orq.ai/platform/observability-monitoring
noticeImages are missing alt text10https://orq.ai/platform/observability-monitoring
noticeImages are missing alt text13https://orq.ai/platform/ai-governance
noticeImages are missing alt text3https://orq.ai/platform/agent-runtime
warningPage should have one primary H10https://orq.ai/models
noticeImages are missing alt text2https://orq.ai/models
noticeImages are missing alt text7https://orq.ai/integrations/code-assistants
warningTitle length should be reviewed71https://orq.ai/solutions/sovereign-ai
warningTitle length should be reviewed68https://orq.ai/solutions/ai-center-of-excellence
noticeImages are missing alt text2https://orq.ai/solutions/ai-center-of-excellence
noticeImages are missing alt text5https://orq.ai/solutions/ai-cost-management
noticeImages are missing alt text4https://orq.ai/solutions/enterprise
noticeImages are missing alt text4https://orq.ai/build-vs-buy

Crawled pages

StatusTitleH1sWordsResponseURL
200Orq.ai \Sovereign AI Gateway & AI Software Factory1156254 ms
200AI Software Factory: Governed AI Agents for SDLC \Orq.ai1182860 ms
200AI Gateway Pricing: Pay as You Go \Orq.ai1405534 ms
200AI Gateway for Enterprise: One API for 500+ LLMs \Orq.ai1163763 ms
200LLM Observability & Monitoring \Orq.ai3231372 ms
200AI Governance Platform for Agents & LLMs \Orq.ai1154725 ms
200Enterprise MCP Gateway, Built in the EU \Orq.ai1140938 ms
200AI Agents Runtime \Generative AI Collaboration Platform1152616 ms
200Compare 300+ AI Models: Pricing, Context & Capabilities \Orq.ai0998354 ms
200Code Assistant Integrations \Orq.ai1148328 ms
200Sovereign AI platform \Your jurisdiction, your infrastructure \Orq.ai12191
200AI Center of Excellence Platform & Governance Control Plane \Orq.ai1270420 ms
200AI Cost Management and FinOps for AI \Orq.ai1219834 ms
200Enterprise I Generative AI Collaboration Platform1281730 mshttps://orq.ai/solutions/enterprise
200Build vs buy \Generative AI Collaboration Platform1164420 ms

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

23

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct41.0%
search34.2%
search organic32.7%
search paid1.5%
social6.4%
social organic5.7%
social paid0.6%
referrals10.6%
paid referrals2.5%
mail2.6%
gen ai1.5%
affiliate1.3%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

24

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors. Evidence gaps include lack of detailed customer case studies, independent review ratings, and specific uptime or performance metrics. Open questions remain about the exact scope of the 'AI Software Factory' capabilities and how they integrate with the gateway.

25

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 11 of 15 collected pages from orq.ai, including product pages, pricing, and about pages. Static and browser rendering rendering were used; external proof search was enabled but only one request was made. The evidence catalog contains 180 entries, but only a subset was cited. Limitations include potential missing pages and lack of third-party verification.

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