We Perfect the RAG Box in Your AI Architecture
Advanced on-premises RAG platform that eliminates hallucinations and delivers reliable, compliant AI answers for regulated enterprises.
AI Chatbots Aren't Working—and It's Hurting Enterprises
AI chatbots fail not because of the LLM—but because their RAG foundation is shallow.
Chatbots That Don't Work
Your enterprise chatbot looked great in the demo—but fails the moment someone asks a real question it wasn't tested on.
65% of enterprise chatbot projects fail to deliver ROI
The Evaluation Gap
Teams treat RAG as a checkbox feature without measuring truth, reasoning, or reliability. The result? Hallucinations and wrong answers.
70% of internal AI assistants fail user satisfaction tests
Knowledge Black Hole
Enterprises sit on terabytes of policies and procedures—yet employees waste hours searching for information.
Knowledge workers lose ~1 hour per day finding information
Most decision-makers treat RAG as a feature in an 'agentic' architecture. But if the RAG box isn't perfected—if it can't retrieve, reason, and evaluate properly— the whole system collapses.
We Perfect the RAG Box in Your Generative AI Architecture
Answie is an advanced RAG platform that runs entirely on-premises, delivering reliable and fast access to enterprise knowledge.
Advanced RAG Engine
12 years of semantic search and on-prem AI expertise, crafting the RAG box others just talk about.
Multi-Step Retrieval
Sophisticated rerankers, evaluation pipelines, and reasoning—everything tuned for accuracy.
Privacy-First
Fully on-premises deployment under strict compliance. Your data never leaves your infrastructure.
"We believe enterprise AI maturity begins with mastering RAG—not agents, not hype. We perfect that RAG box so enterprises can finally trust their AI."
— PragmaCraft Team
Enterprise-Grade RAG Technology
Advanced features designed for regulated industries that demand accuracy, privacy, and compliance.
Advanced Query Analysis
Sophisticated query understanding and decomposition for complex enterprise questions.
Multi-Step Retrieval
Iterative retrieval and reasoning with advanced reranker models for highest accuracy.
Automatic Evaluation
LLM answers are automatically evaluated and corrected if needed—no hallucinations.
Visual Content Understanding
Process tables, figures, and scanned PDFs with advanced document intelligence.
Deep Thinking Mode
Iteratively breaks down complex questions into parts for comprehensive answers.
Traceable Answers
Every answer includes source citations—fully auditable and transparent.
Continuous Evaluation
LLM-as-a-Judge and human evaluation infrastructure for ongoing quality assurance.
Air-Gapped Deployment
Kubernetes & OpenShift support. Fully compatible with all Llama models.
Self-Service RAG
Users can upload their own documents and get ChatGPT-quality answers instantly.
Banks Already Trust Answie
At İş Bankası, Answie transformed internal knowledge access—running fully on-prem under strict compliance.
"Answie cut our internal answer time by 90% and eliminated hallucinations entirely. Privacy is our first priority—and with Answie, our data never leaves our infrastructure. Every answer is measurable and auditable."
Trusted by regulated industries: Banking • Telecom • Insurance • Legal
Ready to Fix Your Fancy Chatbot?
We're PragmaCraft. We know data science—and we perfect your RAG foundation so your enterprise can finally trust AI.