For publishers & content-rich businesses
Transformed Into an AI Application That Interacts With Your Audience
Qiora turns your proprietary content into a private, secure AI application, answering your end users from your own data, hosted on your terms, with zero training on it.
You keep the value. And you capitalize on it.
Qiora status
- Data ingestion7.8000M
- Data chunked28.0000M
- Data vectorized28.0000M
- Queries analysed1.5000M
- Answers delivered2.5000M
- Tokens consumed750.0000M
- Tools connected (MCP)50+
- Engineering days820D
- User interactions analyzed3.0000M
Your content is your moat.
The AI era is quietly draining it.
Potential customers now interact with chatbots instead of browsing your pages. Crawlers harvest your IP without sending the customer, data, or revenue back to you.
The answer moves off your site
Traffic, engagement and ad inventory leak to third-party AI.
You lose the relationship
No signal on what your audience wants, no way to act on it.
Your data fuels someone else's model
Your proprietary corpus trains a product you don't own.
Why Choose Qiora?
Your data is valuable
Most companies already have strong internal content, but it is hard to search, reuse, and activate.
AI needs to be controlled
Generic AI tools are not enough when accuracy, privacy, and business logic matter.
Qiora makes it operational
Qiora turns your proprietary data into secure AI workflows that can be deployed across your channels.
Qiora - Private RAG Intelligence
Activate your data in a highly secure and controlled environment.
One platform. Six powerful pillars.
Security
- Qiora agents in full isolation
- Security infrastructure validated with ISO 27001 requirements
Data Privacy
- Qiora processes user interactions in compliance with personal data protection regulations
- The customer remains the data controller and retains full control over its data
Data Integrity
- Regular penetration testing and performance monitoring
- Full transparency for customers on identified vulnerabilities and the fixes required
- An information security policy shared with customers
Performance
- Audience segmentation resulting from analyses of conversations
- Intent detection
- Events tracked and reported into analytical boards
- Monitoring of use of tokens
Control
- Sign off on data preparation
- Agentic workflow configured according to your business logic
- Ownership of prompt engineering in your own language
Accuracy
- Reduced hallucinations
- User intent closely analyzed
- Retrieval-Augmented Generation from your own original content
- Source links vetted
Three Decades of Data Excellence
Core Expertise
Specialising in organising highly structured data and managing loosely structured flows.
Track Record
Systems running for approximately 30 years without disruption.
Service Level
High-availability services with round-the-clock support.
The Team
A dedicated team of qualified developers and system administrators developing proprietary software.
How Qiora works
From your raw content to a secure answer, through one governed pipeline. We start from your business logic, structure your data for AI, and put an agent in front of your audience that you fully control.
Everything, in
PDFs, spreadsheets, audio, database backups — ingested and restructured into clean Markdown + metadata.
AI-ready foundation
Chunked, embedded with the model you choose, and indexed into a RAG-ready vector store, run in your own environment.
Agents you control
Design the agentic workflow in plain language. Own every prompt, rule and parameter through the Prompt Controller.
Meet your audience
Ship it as a web app, widget, API or MCP server. Grounded answers, vetted source links, real actions.
Watch a real question flow through Qiora
Press Run and follow one real question — from your audience, through your own content, to a grounded answer and the business value it creates.
Every question becomes business value — analytics captured with user consent provide instant insights.
Step 1 / 5Audience question
A learner on your dictionary site asks in natural language, no exact keywords, no perfect spelling needed.
Qiora
One control center to organize data, design AI workflows, deploy AI applications, and monitor performance.
Data Organization
Where raw content becomes structured, searchable, and AI-ready.
In Studio: use the Data Viewer to see how your content is processed, structured, and indexed.
Explore Data OrganizationAgentic Workflow & Prompt Engineering
Where teams design, edit, and control the AI logic.
In Studio: use the Prompt Controller to review workflows, improve prompts, and control execution logic.
Explore AI WorkflowsAI Applications
Where Qiora prepares AI experiences for deployment across web apps, widgets, APIs, and other channels.
In Studio: use the Studio Assistant to test workflows with domain experts before deployment.
Explore AI ApplicationsUsage Analysis & Analytics
Where teams monitor usage, performance, memory, tokens, and improvement opportunities.
In Studio: use the Performance Controller to track activity, analyze behavior, and improve outcomes.
Explore AnalyticsData Organization
# We transform your data formats into an AI-searchable foundation.
Process 100% of Your Data
Eliminate information silos by ingesting everything from: PDFs and spreadsheets to audio files and database backups.
Security by Design
Your data is processed offline, on your terms, ensuring it remains confidential and compliant with your security policies.
Structured Data Foundation
Your data, structured and ready for RAG, search, and agentic workflows.
Model Agnostic and Self Hosted
Choose your embedding model, run embedding generation in your own environment.
Studio - Data viewer
Search across your indexed documents with full-text and focused search. Pre-defined filters for metadata fields and values narrow results to find exactly what you need.
View documents in a tabular format with columns for data and metadata fields declared in your configuration.
Narrow down results with dropdown filters for relevant metadata fields. Expand rows to see full document content.

Agentic Workflow and Prompt Engineering
# Build an AI Agents Strategy
We start by understanding your business needs, then we design the agentic workflow tailored to your processes, with full transparency and control.
Studio - Prompt Controller

Access the workflow logic and the prompts that power it. The prompt Controller is the central place to write and manage prompts, set execution rules, configure parameters, and control how context is assembled before sending it to the model.
Continuously improve agent behavior and search quality through iteration and feedback.
Run workflows with no additional cost.
Qiora is agnostic to the choice of LLM. By default, we run inference with a self hosted LLM provider under a DPA, ensuring zero training on your data.
Start your private demo instanceQiora AI
The assistant reads between the lines, understanding what your audience is trying to accomplish, not just the literal words they use.
Deploy across external and internal environments using Qiora building blocks.
Single Page Application | Progressive Web App | Widget (JS library) | API | MCP
Based on intent, the assistant takes the right actions - pulling data, executing workflows, asking clarifying questions, or suggesting next steps.
Maintains conversation context and business rules to deliver relevant, accurate, and personalized responses every time.
Built to augment your ecosystem, not replace it. Integrates through standard connections and APIs. Model Context Protocol (MCP) compliant.
Studio - Assistant

Run AI workflows in a controlled conversational interface before they go live.
Let internal experts review answers, check sources, and confirm business logic.
Use test conversations and feedback to improve workflow behavior step by step.
Ensure each workflow is accurate, controlled, and ready to deploy across channels.
Start your private demo instanceUsage Analyses and Analytics
Studio - Performance Controller
Analyze long-term memory (saved conversations and multiconversations) along with test users queries and feedback (dedicated AI agents)
Define audience segmentation into profiles
Account for tokens used by AI agents (detailed usage reports)
Event tracking strategy and report into analytical boards
Surveys strategy
Analytics
Use built-in analytics or connect to external tools you already trust. Define events and KPIs to measure outcomes that matter to you.
Built-in Analytics
Native event tracking and KPI measurement out of the box.
External Integration
Connect to your preferred analytics platforms (GA4, Mixpanel, Segment, etc.)
Business insights that you get
Turn raw data into actionable insights, enabling teams to make faster, more informed business decisions.
Knowledge gap analysis: Identify missing or unclear information in your data.
Workflow optimization: Discover opportunities to automate common or inefficient processes.
Your Data and Conversations Are Protected by Qiora
Start your private demo instanceDeploying AI shouldn't mean giving up control of your data.
We build a fortified environment around your data and conversations, ensuring every interaction is compliant, secure, and aligned with your business rules.
Protection Layer
Reasona API: a dedicated guardrail that blocks malicious prompt injections and jailbreak attempts.
Data Layer
Self-hosted deployment for data transformation, embedding generation, and vector database storage for RAG, with configurable governance controls and contractual data processing terms as needed.
Isolation by Design
LLM-led AI inference run in isolation during responses generation, no cross-tenant leakage.
Consent-bound memory
Long-term memory is opt-in, region-hosted, and aligned with applicable privacy regulations.
Compliance
Supports GDPR, CCPA, and other applicable privacy regulations, user consent requirements, and legal obligations.
Experience Qiora
Submit sample data and receive a private demo instance built specifically for your business needs.



