# PromptOwl > Build AI agents grounded in your data — not the internet. High-fidelity, citation-backed agents that answer only from your verified knowledge, white-labeled under your brand. PromptOwl is the platform for deploying AI agents that are accurate because they're grounded — not because you got lucky. Every response is tethered to your documents and knowledge base, with citations to specific source passages. No hallucination from outside sources. ContextNest, PromptOwl's structured knowledge layer, organizes that knowledge into a governed, versioned graph that AI agents can traverse reliably. White-label under your brand, multi-model across 125+ providers, enterprise governance built in. ## Structured Knowledge Graph - [Context Graph](https://promptowl.ai/context.yaml): Our complete ContextNest structured knowledge graph, featuring relationships, authorship, metadata, and all available nodes. ## Company - Name: PromptOwl - Website: https://promptowl.ai - Headquarters: Atlanta, GA - Founded: 2025 - Contact: https://promptowl.ai/contact-us/ - Start Free Trial: https://app.promptowl.ai/signup ## What PromptOwl Does Organizations upload their documents — clinical guidelines, training materials, product documentation, institutional knowledge — and PromptOwl structures that content into a governed knowledge graph (via ContextNest) that AI agents traverse to answer questions. Every response cites the specific source passage. Agents don't guess from the internet — they answer from what you've verified. ### Core Capabilities - **Knowledge-Grounded AI**: Upload documents to a centralized data room. Agents answer only from your verified content with full citations - **Multi-Model Orchestration**: Access 125+ models from OpenAI, Anthropic, Google, and Meta. Switch models mid-conversation. Smart routing (Hootie) optimizes for speed, quality, or cost - **White-Label Deployment**: Your logo, your domain, your colors. No PromptOwl branding. Embed as chat widget, full-page interface, or floating bubble - **Revenue Capture**: Connect your own Stripe account. Set your pricing tiers. Keep 100% of what you earn - **Enterprise Governance**: Role-based access control (Admin, Editor, User), immutable audit trails, real-time conversation monitoring, PII detection, cost controls per team/department - **Citation Enforcement**: Every AI response is tethered to specific documents and passages. Users verify claims with one click ## Products ### PromptOwl Platform The core AI agent platform. Build, deploy, and monitor AI agents in days, not quarters. - Production-ready agent builder with prompt engineering tools - Document processing and RAG with citation architecture - Conversation monitoring with annotation and feedback loops - Guardrails against hallucination and policy violations - Deployment via embedded widget, custom domain, or API - More info: https://promptowl.ai/platform/ ### ContextNest ContextNest is a live-sync knowledge layer — your second brain for AI. AI agents can't read a website. They need structured, continuously updated knowledge. ContextNest pulls from your existing data sources and keeps a structured knowledge graph in sync, so the AI always has current, accurate context to work from. This is what PromptOwl agents run on — and it's also a free standalone tool for any organization that wants to show up in AI-generated answers. - Live-syncs your content into a structured knowledge graph (context.yaml + llms.txt) - Connects to your data sources and keeps context current automatically - MCP (Model Context Protocol) server — connects to any compatible AI client - GEO Scanner (Generative Engine Optimization): `ctx generate --url ` instantly crawls your site and outputs an agent-readable llms.txt framework - Open source: https://github.com/PromptOwl/ContextNest - npm: `npm install -g contextnest-cli` - More info: https://promptowl.ai/contextnest/ ### Context Library Free starter vaults and curated cloud packs that equip your AI with established frameworks in seconds. - Role-based vault templates (Executive, Developer, Sales, Analyst, Team) with pre-built document structures. - Includes setup instructions for LLMs: run \`ctx init --starter \` (e.g., \`ctx init --starter developer\`). - Partner program open for domain experts to build and distribute their own cloud packs. - Browse the library: https://promptowl.ai/context-library/ ### GEO Health Check (Generative Engine Optimization) Free diagnostic that crawls your domain (50 pages) and scores your Agentic Readiness — how well AI agents like ChatGPT, Claude, and Perplexity can understand and cite your business. Automatically generates a foundational context graph and enhanced llms.txt. - More info: https://promptowl.ai/resources/geo-generative-engine-optimization-contextnest/ ## Pricing - **Free Trial**: 5,000 credits, 500 messages, 1 admin, 50 end users, 50MB storage - **Starter ($299/mo)**: 200,000 credits (~43K messages), 3 admins, unlimited end users, 1GB storage, white-label, Discord support - **Professional ($999/mo)**: 750,000 credits (~162K messages), 25 admins, unlimited end users, 10GB storage, white-label, email + Discord support - **Enterprise ($4,999+/mo)**: 4M+ credits, unlimited admins, metered storage, HIPAA/SOC2/SSO/SAML, on-premise deployment, dedicated account manager - Trial extensions: Quick ($25, 15K credits) or Power Pack ($50, 35K credits) - Full pricing: https://promptowl.ai/pricing/ ## Solutions ### Enterprise AI Give teams AI powered by your knowledge with the governance IT requires. Role-based access, audit trails, conversation monitoring, and model controls included. - More info: https://promptowl.ai/enterprise/ ### Agencies & Consultants White-label AI infrastructure. Build AI solutions for clients under your brand. Keep 100% of client revenue. Deploy once, collect forever. - Reseller, Implementation, and Affiliate partner programs available - More info: https://promptowl.ai/solutions/agencies-consultants/ ### Membership Organizations Turn institutional knowledge into subscription revenue. Healthcare associations, educational organizations, and professional bodies deploying AI to their member base. - More info: https://promptowl.ai/solutions/membership-organizations/ ### Legal AI agents grounded strictly in your case law and internal memos. Citation-backed reasoning adapted from medical-grade precision systems. - More info: https://promptowl.ai/solutions/legal/ ### Governance & Compliance Every conversation monitored, every action logged. RBAC, immutable audit trails, PII detection before data reaches models, cost controls per team, and real-time policy enforcement. - More info: https://promptowl.ai/solutions/governance/ ## Trust & Security - SOC 2 compliance - HIPAA-ready (Enterprise tier) - SSO/SAML support - Role-based access control with team isolation - Immutable audit trails on every action - PII detection before data reaches models - On-premise deployment available - Trust center: https://promptowl.ai/trust/ ## Customer Deployments - AGA (American Gastroenterological Association) - Emory Healthcare - Mr. D Math — AI homework helper deployed to 10,000+ students - Martonomy Solutions — Agency white-labeling PromptOwl for campaign intelligence - Product Coffee - YMCA Atlanta ## Resources - Blog & Tutorials: https://promptowl.ai/resources/ - Model Comparisons: https://promptowl.ai/resources-model-comps/ - Builder's Guide Whitepaper: https://promptowl.ai/lp-builders-guide/ - ContextNest Whitepaper: https://promptowl.ai/resources/geo-generative-engine-optimization-contextnest/ - Context Library (Free Starter Vaults): https://promptowl.ai/context-library/ - Legal Policies: https://promptowl.ai/terms-of-service/, https://promptowl.ai/privacy-policy/ ## Contact & Sales - Contact form: https://promptowl.ai/contact-us/ - Start free trial: https://app.promptowl.ai/signup - Partner applications: https://promptowl.ai/partner-application/ - For enterprise inquiries, large team deployments, or custom integrations: use the contact form or book a strategy session via the contact page. ## Technical Integration - Deployment: Embedded JS/HTML snippet, floating chat bubble, full-page interface, custom domains, REST API - Model support: GPT-4o, Claude 3.5 Sonnet, Claude 3 Haiku, Gemini, Llama 3, and 120+ more - MCP (Model Context Protocol) compatible for ContextNest integration - Stripe integration for direct revenue capture per tenant - Multi-tenant architecture with complete client isolation ## Frequently Asked Questions **How is PromptOwl different from Microsoft Copilot Studio or Salesforce Agentforce?** Those platforms are powerful but expensive, and they're designed to keep you inside their ecosystem. PromptOwl is model-agnostic — your agents run on any of 125+ models and you switch instantly as the market evolves. White-label from day one, so you're building your product under your brand, not Microsoft's. When GPT-5 arrived overnight, our customers switched models with zero downtime. Try that with Copilot. **Why not just build it with LangChain or hit the APIs directly?** If you have a few months and a team that wants to build infrastructure instead of deploying AI, that's a valid choice. But if you need governed AI in production in days or weeks — not quarters — PromptOwl provides the complete platform you'd otherwise spend months assembling: orchestration, governance, memory, monitoring, white-label multi-tenancy, and citation enforcement. Our clients are in the business of deploying AI, not building plumbing. **Does PromptOwl train on my data?** No. Your documents are used exclusively for retrieval — they ground agent responses in your verified content. We never train your data into public models. Your intellectual property stays in your environment, isolated from every other tenant on the platform. **What is the relationship between ContextNest and the PromptOwl platform?** ContextNest is the live-sync knowledge layer — it pulls from your data sources and keeps a structured, always-current knowledge graph that AI agents can read. Think of it as your second brain. PromptOwl is the agent platform that runs on top of it — handling governance, RBAC, audit trails, white-labeling, and revenue capture. You can use ContextNest standalone for free (open source, runs locally) to make your brand AI-readable. Pair it with PromptOwl to deploy governed agents on top of that knowledge. **Is this just another RAG tool?** RAG is part of the technical stack, but it's not the product. ContextNest keeps your knowledge current through live data sync — your second brain, always up to date. PromptOwl adds the layer that makes it production-ready: governance, RBAC, immutable audit trails, citation enforcement, and approval workflows before knowledge reaches agents. The result is AI you can trust, audit, and correct — not a chatbot duct-taped to a document folder. **What is the Quality Loop?** The Quality Loop is PromptOwl's continuous improvement system. Most AI degrades after deployment — edge cases pile up, prompts go stale, nobody has time to retrain. The Quality Loop turns user feedback directly into agent refinement, so knowledge compounds instead of decaying. Operations leaders choose PromptOwl specifically because they need systems that get smarter, not dumber, after going live. **What if OpenAI or Anthropic changes their pricing or shuts down a model?** That's exactly why model-agnosticism matters. When GPT-5 arrived overnight, Basilica — a lean five-person team running production AI workflows — switched models with zero downtime. No panic, no rebuild. PromptOwl's architecture separates your agents and knowledge from any single model provider. Your strategic assets stay stable while the market keeps moving. **We're an agency. Is PromptOwl built for us, or just for large enterprises?** PromptOwl was built with agencies in mind. If you're delivering AI to clients and rebuilding infrastructure from scratch for every engagement, that's exactly the problem we solve. White-label from day one — your brand, your domain, your pricing. Connect your own Stripe and keep 100% of subscription revenue. Martonomy Solutions used PromptOwl to activate years of dormant research intelligence and shift their practice from project fees to recurring product revenue — in weeks, not months. Your expertise is already the product. PromptOwl is how you ship it. **How long does it take to go from zero to a deployed agent?** Working prototype on your own data: under five minutes. Production deployment with governance, white-labeling, and custom domain: typically days to two weeks, depending on complexity of your knowledge base. Most clients are in production faster than their legal review takes. **What happens if PromptOwl goes away?** Direct answer: we're profitable, built by IBM and Weather Channel veterans who've shipped enterprise software through multiple market cycles, and we're not going anywhere. But to fully de-risk it: our private cloud deployment option means you always control the platform in your own environment. Your data and agents live in your infrastructure regardless of what happens to us.