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DEMIRORENTV HEADEND ASSISTANT

A New Era in Corporate Information Management with Artificial Intelligence An intelligent corporate chatbot that understands the entire SharePoint document library and allows employees to query it using natural language.

Step 1

Challenge

Corporate information was scattered among dozens of documents. Employees spent an average of 15-20 minutes searching for the correct document; decisions were made based on outdated versions. Repetitive information requests to the IT team reduced productivity.

Step 2

Solution

Technological Approach

Protection of Existing Investments

The solution was built on the organization’s existing Microsoft 365 infrastructure. No additional server, license, or database investment was required; total cost of ownership was kept to a minimum.

  • Architecture (End-to-End Flow)
  • SharePoint
  • Word, Excel, PDF (single source)
  • Copilot Studio

Semantic-Based Information Access

Beyond traditional keyword matching, vector-based semantic search technology was used. The system understands the user’s intent and context, generating accurate responses to corporate information.

  • Chunking, embedding, semantic indexing
  • GPT Model
  • Context-aware response generation

Continuous Up-to-Date Assurance

Every document change in SharePoint is automatically reflected in the system via the Power Automate trigger. Employees always have access to the most up-to-date information.

  • Power Automate

Rapid Value Creation Model

The entire project lifecycle, from architectural design to production, was completed quickly with an agile delivery approach. The organization began to see a return on its investment within weeks.

  • Automatically re-indexed changed documents
Step 3

Result

Instant access to information:Employees can query policies, procedures, and technical documents in seconds using natural language.

Reduced IT workload: The majority of repetitive information requests are handled by automation, allowing the IT team to focus on strategic tasks.

Always up-to-date information: With weekly or instant update options, the latest document version is always accessible.

Scalable structure: New document libraries, departments, or languages can be integrated into the system with additional configuration.

Our corporate knowledge base now provides answers without us having to search for them. This is not just a productivity tool; it's a strategic transformation that is fundamentally changing the speed of our decision-making.

Necmettin Onur Mesta

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