AI agents and digital twins for process development, scale-up and quality in pharma and chemical manufacturing
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SmartMind AI (Qurify)
Qurify from SmartMind AI answers questions across databases and documents with sources shown, using agents built on a company ontology.
What is SmartMind AI (Qurify)?
Qurify is an enterprise agentic AI product from the Korean company SmartMind AI. It connects relational databases and documents without moving the data, builds a company ontology and knowledge graph from them, and lets staff ask one question in plain language that is answered from both tables and files. Each answer shows the SQL and the source passages behind it, marks what the data cannot confirm and names missing data, and an LLM judge scores answer quality. Work agents configured for office, sales and other functions run on that ontology, and an assetization agent turns know-how from everyday conversations into personal and then company-wide assets. Qurify grew out of SmartMind's ThanoSQL database technology and launched in June 2025. It supports PostgreSQL, Oracle, SQL Server and MySQL, PDF, Excel and Word files, MCP servers, SaaS or on-premise deployment, AES-256 encryption, role-based access and PII masking. Setup takes about a month with a SmartMind engineer, after which SaaS customers move to a monthly subscription based on company size; on-premise pricing is agreed after a consultation.
Use cases
- Query databases in plain language
- Search documents and data together
- Automate recurring reports
- Capture team know-how as assets
- Build a company knowledge graph
- Analyze customer lists and churn risk
Who it's for
Why use SmartMind AI (Qurify)
- Lets non-SQL users ask questions of databases and documents in one place.
- Shows the SQL and source passages so staff can check each answer.
- Leaves data where it is and connects to it instead of copying it.
- Offers on-premise and closed-network installs for finance and public-sector security rules.
- Turns know-how from daily conversations into reusable company assets.
SmartMind AI (Qurify) features
- Ask in plain language and get SQL queries and document retrieval together
- Two-tier ontology and knowledge graph
- Answers with SQL and source documents
- Flags unverified parts and missing data
- LLM judge scores answer quality
- Work agents configured for office and sales
- Assetization agent for team know-how
- MCP server support
- SaaS and on-premise deployment
- AES-256, role-based access and PII masking
SmartMind AI (Qurify) integrations
How to get started with SmartMind AI (Qurify)
- Contact SmartMind AI and agree on scope, data sources and SaaS or on-premise deployment.
- A SmartMind engineer connects databases and documents and builds the ontology.
- The engineer configures work agents for the functions you want covered.
- Staff ask questions by chat and get answers with SQL, sources and verification notes.
- The assetization agent turns useful conversations into personal assets, and the strongest ones are promoted company-wide.
SmartMind AI (Qurify) limitations
- Does not answer from schemas or documents that are not mapped to the ontology
- Setup with a SmartMind engineer takes about a month before the monthly subscription starts
- Published results use scenario data and vary by environment
SmartMind AI (Qurify) pricing
SmartMind AI (Qurify) is sold on custom quotes, so its prices aren't published.
Prices can change and may vary by country or exclude tax. Check the official pricing page.
SmartMind AI (Qurify) alternatives
The main SmartMind AI (Qurify) alternatives listed on Debuly are Glean, Krita.ai, MagicBI.ai, Refinder AI, Adaptive and Conotion. The table compares pricing and platforms; order is A–Z.
| Tool | Pricing | Starting price | Platforms |
|---|---|---|---|
| SmartMind AI (Qurify) | Contact sales | — | Web, Self-hosted |
| Adaptive | Freemium | $20/mo | Web, Mobile app |
| Conotion | Pricing unknown | — | Web |
| Glean | Contact sales | — | Web, API |
| Krita.ai | Contact sales | — | Web, Self-hosted |
| MagicBI.ai | Pricing unknown | — | Web |
| Refinder AI | Freemium | — | Slack, Google Chat |
Adaptive
AI agent platform that builds and runs workflows and apps from plain English, connected to Gmail, Slack, Google Sheets and more.
FreemiumVisit Adaptive (official site)Conotion
Multi-agent platform where a Director agent recruits specialist AI agents on a visual canvas and connects them to your tools.
Glean
Enterprise AI platform that searches company apps, answers questions with permissions respected, and runs agents on your own data.
Contact salesVisit Glean (official site)Krita.ai
Enterprise AI platform that builds agents to automate workflows over documents, video, audio and text.
Contact salesVisit Krita.ai (official site)
MagicBI.ai
Autonomous analytics platform that connects your data and BI tools and builds decks, dashboards and narratives.
Refinder AI
AI agent for Slack and Google Chat that searches company apps and automates tasks across your tools from plain chat commands.
SmartMind AI (Qurify) FAQ
What is SmartMind AI Qurify?
Qurify is SmartMind AI's agentic AI product. It builds an ontology from your databases and documents and answers questions with the evidence shown.
How much does Qurify cost?
No prices are published. SaaS is a monthly subscription after setup, with base usage set by company size and extra usage added. On-premise pricing is agreed in consultation.
Is there a free plan?
No free plan is described. The site offers contact and sign-in options and a downloadable brochure.
Which databases and files does it support?
It lists PostgreSQL, Oracle, SQL Server and MySQL, plus PDF, Excel and Word documents.
Does Qurify support MCP?
Yes. You can connect and extend MCP servers, and Qurify's knowledge can be called from other tools through MCP.
Can Qurify run on-premise?
Yes. It can be installed on your own servers or in a closed network, using models hosted on in-house GPU servers if external AI APIs are not allowed.
What are alternatives to Qurify?
Related products include Glean, Palantir Foundry, ThoughtSpot and Databricks Genie.
Sources & verification
Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.
| Source | Type | Accessed |
|---|---|---|
| smartmind-ai.io/ | official | |
| smartmind-ai.io/en | official | |
| smartmind-ai.io/en/qurify | official | |
| smartmind-ai.io/qurify | official |
Image credits
- Logo: from smartmind-ai.io · fetched · Vendor trademark, used only to identify the product; removed on request
- Cover: none collected yet, so a generated tile is shown.
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