How to Calculate the ROI of an AI Automation Project
Technical operation alone does not make an AI project successful. Measure which costs it reduces, which capacity it increases or which quality problems it improves for the business.
B10 / KNOWLEDGE CENTREKnowledge gains value
Knowledge gains value
with the right question.
Articles on digital reputation, brand protection, data and technology.
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How to Conduct a Voice of Customer Analysis
Voice of Customer systematically analyses customers’ feedback on products, services and experiences to reveal recurring needs and problems.
How to Design Human-in-the-Loop Controls in Enterprise AI Systems
Human-in-the-loop does not mean approving every AI output individually. It means placing human oversight where risk, uncertainty and business impact require it.
How to Integrate AI into a CRM
Integrating AI into a CRM is more than sending customer records to a model. Define the purpose of the data, which fields the model may access and which business decisions its output will support.
How to Match a VERBİS Inventory to Actual Data Flows
A mismatch between a VERBİS notification and a company’s actual data flows is a common operational problem in KVKK projects. An inventory may have been prepared years ago, while new CRM or SaaS…
How to Use Social Listening for Competitor Benchmarking
Competitor benchmarking is not just comparing followers or total mentions. Social listening data can show which topics competitors are visible for, what customers appreciate or criticise and…
Is VERBİS Registration the Same as KVKK Compliance?
VERBİS registration and KVKK compliance are not the same thing. VERBİS concerns only registration and notification to the Registry, one part of the obligations under the Law.
Penalties for Companies Without VERBİS Registration: Updated Amounts for 2026
A controller required to register with VERBİS risks an administrative fine under Article 18 of Law No. 6698 if it fails to meet the Registry registration and notification obligations.
What Is an AI Agent? Its Uses in Enterprise Workflows
Unlike a model that only generates text, an AI agent is an application that can gather information, call tools and execute steps towards a goal.
What Is VERBİS? An Updated Guide for Companies in 2026
VERBİS is the registration mechanism through which data controllers report information about their personal data processing activities to the Registry using the Data Controllers Registry…
Where to Start a Social Listening Project
Start a social listening project by asking which business decision you want to support, not which tool to buy. Brand reputation, customer experience, product problems, competitor analysis and…
12 Critical Rules for REST API Design in Enterprise Systems
REST API design is about more than working endpoints: it creates a consistent contract that different clients can use reliably for years.