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QMS

QMS

From Paper Chaos to AI-Driven Clarity: Reinventing Quality Management for Modern Enterprises

From Paper Chaos to AI-Driven Clarity: Reinventing Quality Management for Modern Enterprises

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"Million Labs were excellent from start to finish. After initial feasibility chats and detailed scoping with the developer, they helped me build a fully functioning cloud-based quality management system, including an AI feature for querying company documents. The project took around four months and I am very happy with the result. I would highly recommend Million Labs to any startup."

"Million Labs were excellent from start to finish. After initial feasibility chats and detailed scoping with the developer, they helped me build a fully functioning cloud-based quality management system, including an AI feature for querying company documents. The project took around four months and I am very happy with the result. I would highly recommend Million Labs to any startup."

Charlie Geraghty

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Factsheet

Factsheet

In a nutshell

In a nutshell

In a nutshell

The Vision

QMS set out to create a quality management system that would remove the pain of outdated, manual processes and replace them with clarity, speed and confidence. The goal was to build a platform that worked the way modern teams work, using AI to surface the right information at the right time and ensuring every document stayed current, compliant and accessible. The vision was a single source of truth that could scale with any organisation and turn quality management from an administrative burden into a strategic advantage.

The Partnership

Million Labs collaborated with QMS to design a multi-tenant, cloud-native quality management system that combines scalability with AI intelligence. By integrating semantic search, automated version control, and compliance workflows, the platform redefines how companies handle quality assurance. The partnership focused on data isolation, security, and real-time document discovery, ensuring enterprise-grade reliability without sacrificing usability.

The Results

The new QMS platform redefines digital quality management: • AI semantic search reduced document retrieval time by over 80%. • Version control and compliance automation eliminated outdated information and improved audit readiness. • Multi-tenant infrastructure ensured complete data isolation and scalable performance for hundreds of organizations. With QMS, companies can finally treat quality management as a driver of performance—not a bottleneck of bureaucracy.

The Challenge

• Inefficient Processes: Many organizations still relied on manual or fragmented digital workflows, creating inefficiencies and compliance risks. • Document Discovery Issues: Traditional keyword searches made it hard to find the right version of quality documents across large repositories. • Scalability & Security: The platform needed to ensure strict data separation while supporting thousands of users across multiple organizations.

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The Solution

• AI-Powered Search: Integrated OpenAI embeddings and Pinecone for natural language, company-scoped document discovery. • Automated Version Control: Intelligent system to track and distinguish current from obsolete documents while keeping the knowledge base always up to date. • Cloud-Native Multi-Tenant Platform: Scalable microservices architecture with built-in compliance features like audit trails, e-signatures, and approvals.

• Inefficient Processes: Many organizations still relied on manual or fragmented digital workflows, creating inefficiencies and compliance risks. • Document Discovery Issues: Traditional keyword searches made it hard to find the right version of quality documents across large repositories. • Scalability & Security: The platform needed to ensure strict data separation while supporting thousands of users across multiple organizations.

The Challenge

• Inefficient Processes: Many organizations still relied on manual or fragmented digital workflows, creating inefficiencies and compliance risks. • Document Discovery Issues: Traditional keyword searches made it hard to find the right version of quality documents across large repositories. • Scalability & Security: The platform needed to ensure strict data separation while supporting thousands of users across multiple organizations.

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FAQs

FAQs

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Have a question?

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What kind of businesses benefit the most from Million Labs’ solutions?
How does Million Labs' approach differ from traditional app development?
How does Million Labs' approach differ from traditional app development?
Is the quality of no-code development comparable to traditional coding?
Is the quality of no-code development comparable to traditional coding?
Can Million Labs solutions handle complex, custom features?
Can Million Labs solutions handle complex, custom features?
How long does it typically take to launch an MVP with Million Labs?
How long does it typically take to launch an MVP with Million Labs?
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What support does Million Labs provide after launching an MVP?
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How secure are no-code solutions developed by Million Labs?
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Does Million Labs integrate with other tools my business already uses?
How does Million Labs ensure a successful product-market fit?
How does Million Labs ensure a successful product-market fit?
How cost-effective is developing an MVP with Million Labs compared to traditional development?
How cost-effective is developing an MVP with Million Labs compared to traditional development?

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