Grounded AI with RAG: Accuracy Meets ROI
Not all AI answers are created equal. Large language models (LLMs) are undeniably powerful—but they carry a critical limitation: hallucination. Trained on vast internet datasets, their knowledge is often outdated or misaligned with enterprise needs.
The downside? Answers that sound confident yet are factually wrong—causing inefficiencies, misalignment, and even compliance risks.
The solution: Retrieval-Augmented Generation (RAG).
Compliments to Marina Danilevsky from IBM for her clear explanation of Retrieval-Augmented Generation (RAG). This system combines LLMs with external data sources to deliver answers that are accurate, current, and trustworthy.
It’s one of the most straightforward introductions to RAG we have seen. Watch the video below:
Why RAG Changes the Game?
RAG bridges the gap between raw model power and business reality. Instead of relying only on internet-scale training data, it brings in trusted, up-to-date sources at the moment of generation.
Key benefits:
Accurate, current information — grounded in the latest and most relevant data.
Transparency — with clear traceability to where the answer came from.
The result is fewer hallucinations, more credible outputs, and AI you can actually trust in an enterprise setting.
How AmatriumGPT Puts RAG to Work?
At Amatrium, we built AmatriumGPT with RAG principles at its core. Customers simply upload their data into the platform. From there, AmatriumGPT retrieves from this trusted knowledge base, ensuring every output is anchored in your organization’s content rather than generic internet data.
This means you get:
Accurate — backed by your verified content
On-brand — written in your voice and aligned with company standards
Consistent and fast — delivering the same trusted answers across teams
In short, AmatriumGPT combines the fluency of large models with the trust and reliability of your own data.
The Value for Our Customers
With RAG-powered AmatriumGPT, organizations gain:
🚀 Faster onboarding and training — tailored with internal content
🤝 Smarter customer support — resolving issues without escalation
🎯 On-brand marketing materials — grounded in real data
📊 Data-backed insights — clear, credible, and ready for decision-making
By anchoring outputs in your company’s knowledge, AmatriumGPT reduces hallucinations and turns AI into a dependable business tool—not just a demo. This is where accuracy meets ROI.
Ready to See RAG in Action?
Request a demo and join our pilot program to experience how RAG delivers grounded accuracy and measurable results from day one.