Establish source and permitted use.
New product areas
Ufuk
Research across valuation, quality, visual inspection, site safety and certification. Product behavior and business outcomes require validation through scoped pilots.
- Information foundation
- Business problem and domain data
- Operational outcome
- Product scope and pilot plan
- Human responsibility
- Research and pilot continuation decision
Inside the application
Application workflow
Selected use cases, source information and operational outputs.
Start with decisions and data
Who decides, using which information, where is data missing, and what work follows? These questions define the research scope.
Research question
Research and pilot continuation decision
- Business problem and domain data
Complementary areas
Emsal addresses valuation, Uyum audit preparation, Gözcü visual quality, Siper site safety, and İzlek the certificate lifecycle.
Research areas
Research and pilot continuation decision
- Business problem and domain data
Validation through pilots
Plans describe a development direction.
Pilot evaluation
Dimensions to evaluate
No result dataShows comparison criteria. Numerical charts require verified data and a defined method.
Research and pilot continuation decision
- Business problem and domain data
Application approach
Scope and operating approach.
The scope, operating approach and boundaries of this work.
01Start with decisions and data
Who decides, using which information, where is data missing, and what work follows? These questions define the research scope.
02Complementary areas
Emsal addresses valuation, Uyum audit preparation, Gözcü visual quality, Siper site safety, and İzlek the certificate lifecycle. Each has its own page and scope.
03Validation through pilots
Plans describe a development direction. Product behavior and measured outcomes are not presented as completed commercial results before pilot validation.
Research scope: application behavior and business outcomes require pilot validation.
In everyday work
From an idea to a testable product scope
Giving a research area a product name does not mean its problem is solved. Ufuk considers user decisions, data access and pilot boundaries together.
From an idea to a testable product scope
Keep the same task and scope.
Do not claim success without results.
Research and pilot continuation decision
Valuation, audit readiness, visual quality, site safety and certificate lifecycle remain distinct research areas. Shared infrastructure is separated from domain-specific judgment.
Start with decisions and data
This component shows incoming information together with its identity and provenance. Research starts with how specialists decide today and what information is missing. Model or product performance is not assumed before data examples exist.
Complementary areas
This component explains how records are reviewed rather than displaying a result in isolation. Valuation, audit readiness, visual quality, site safety and certificate lifecycle remain distinct research areas. Shared infrastructure is separated from domain-specific judgment.
Validation through pilots
This component distinguishes the user’s decision from the next work record. Pilot acceptance and continuation criteria are defined. Research scope is not presented as commercial success before behavior and outcomes are tested in use.
The whole operation
Information, decisions and outcomes stay connected.
These distinctions show the information the application receives, where it needs the user and what it leaves for the next operation.
- Starting information
- Business problem and domain data
- Human decision
- Research and pilot continuation decision
- Resulting structure
- Product scope and pilot plan
How do we assess its impact?
These are evaluation dimensions, not measured performance results. Comparisons use the same task types, data scope and human-review conditions.
- Data access
- Acceptance clarity
- Uncertainty to validate in a pilot
Work with us
Discuss your project with us.
Let’s assess your operations, data landscape and priorities together.


