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2026-02-0118 min

Your Corporate Knowledge Base Has Amnesia. It's blind and can't read tables.

Petr Chizhov
Petr Chizhov
GiperONE CEO
Your Corporate Knowledge Base Has Amnesia. It's blind and can't read tables.

Your Corporate Knowledge Base Has Amnesia. It is also blind and cannot read tables.

Lead: Most corporate RAG systems are a disappointment. They don't remember context, don't see pictures, and fail on complex PDFs. We created GiperMEMORY to solve this.

Corporate Amnesia

Imagine you hired a smart intern, but he has amnesia that resets every 5 minutes. That's exactly how regular RAG works. You ask to find a contract - it finds it. Ask about the payment deadline a minute later - it looks at you with blank eyes.

Pain #1: Contextual Amnesia

Standard RAG does not understand the relationship between documents. To it, Order #1 and the Supplementary Agreement to it are just different pieces of text. It doesn't see the chronology and hierarchy of your knowledge.

Pain #2: Tabular Blindness

Ask a normal AI assistant to calculate an amount from a scanned table in a PDF. At best, it will apologize; at worst, it will invent a number.

Pain #3: Image Blindness

Graphs, charts, and blueprints in reports are black holes for regular AI. It simply ignores them.


Solution: GiperMEMORY

At GiperONE, we created a system that builds a Dynamic Knowledge Graph of your company.

1. Next-Generation OCR

We use Vision models that "see" the structure of a document. They extract tables as tables, not as a mishmash of numbers.

2. Semantic Chunking

We don't cut text into pieces of 500 characters. We enrich every fragment with metadata:

  • Source (whose file is this?)
  • Date (which version is current?)
  • Topic (what is this piece about?)

3. Vision Models: AI that sees

GiperMEMORY analyzes graphs and charts, turning them into text descriptions accessible for search.

Economic Impact

For a company of 100 employees, implementing GiperMEMORY provides:

  • Time Savings: Information search speeds up by 80%.
  • Benefit: Frees up 1.2 hours a day for each employee. That's huge direct savings.
  • Payback: Less than 1 month.

Full Control (On-Premise)

We guarantee that your data will never leave the company perimeter. GiperMEMORY is deployed completely locally, ensuring 100% sovereignty of your knowledge.

GiperMEMORY Demonstration on your data

Still have questions?

Schedule a free consultation with our experts and find out how AI automation can save you millions.

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Petr Chizhov

About the Author

Petr ChizhovGiperONE CEO. Expert in the field of AI automation and building complex systems.