Use case and success criteria
Tasks, data boundaries, expected output and measurable acceptance criteria are defined.
AI SERVICES
AI Model Selection
AI model selection identifies the model and serving approach that best fit the real workload by measuring task quality, Turkish-language performance, privacy, latency, hardware requirements and total cost.
What is AI Model Selection?
The largest model is not automatically the best operational choice. Quality must be evaluated alongside concurrency, context size, response time, GPU memory and operating cost.
Candidate models are tested on representative tasks under equal conditions, and the recommendation includes a fallback path rather than depending on one model.
Service scope
Candidate shortlist
Models are filtered by language quality, context, license, security and hardware constraints.
Comparative evaluation
Representative prompts and datasets are used to compare quality, latency and resource use.
Capacity and cost
Concurrency, GPU/CPU, memory, storage and operating cost are modeled.
Recommendation
The selected model, serving approach, risks and fallback options are documented.
WHO IS IT FOR?
Who is it for?
- Organizations choosing a local or hosted model for business workflows.
- Teams comparing open-source and commercial models with measurable criteria.
- Companies planning GPU capacity before investing in hardware.
DELIVERABLES
Deliverables
- Model requirements and evaluation dataset
- Comparable benchmark results
- Hardware and capacity recommendation
- Cost and licensing assessment
- Reasoned model decision and fallback plan
How we work
01
Define the business scenario, data boundaries and measurable success criteria
02
Test candidate models under equal conditions with representative data and real tasks
03
Report the recommended model, hardware, capacity, cost and fallback path
Frequently asked questions
Do you always recommend a local model?
No. Local, private-cloud and managed models are compared against data boundaries, quality, latency and cost.
Can Turkish performance be tested?
Yes. Representative Turkish documents, terminology and real tasks are included in the evaluation.
Let’s assess your requirements
We review your current environment, target and technical requirements in a 20–30 minute call. Scope, assumptions, deliverables and pricing are documented before work begins.
Request an assessment →