Our Approach

We move AI investments beyond prototypes with founder-led delivery.

Valnox is a production-focused AI engineering agency founded by Ahmet Özel. Strategy and hands-on engineering stay under direct technical leadership, with success measured through adoption, security, cost, and sustainable operations, not model accuracy alone.

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What we do differently

We clarify the business problem before choosing a model, the success metric before writing code, and operational ownership before launch.

Founder and technical leadership

Ahmet Özel

Founder & Lead AI Engineer

Valnox İnovasyon Danışmanlık ve Reklam Hizmetleri A.Ş. · Bilişim Vadisi, Gebze/Kocaeli, Türkiye

Ahmet Özel brings hands-on production experience across computer vision, model serving, RAG, and AI product development to every Valnox engagement. Scope, architecture, and engineering quality remain under direct founder leadership.

  • 4+ years in production AI
  • Live computer vision and RAG products
  • End-to-end ownership from model to API and operations

Engineering principles

Five principles that stay constant in every project.

01

The business problem comes first

We start with measurable outcomes and user needs, not a technology choice.

02

Production starts on day one

Integrations, security, monitoring, cost, and maintenance are never afterthoughts.

03

We measure before release

We do not treat a demo as production success without evaluation sets, baselines, and failure analysis.

04

Rollback and fallback are designed in

Versioning, human approval, fallback, and supported rollback paths are designed around each system's constraints.

05

Operational knowledge is transferred

Depending on delivery scope, architecture, code, runbooks, and knowledge transfer are provided.

Delivery system

A consistent delivery process from discovery to live operations.

  1. 01

    Discovery and problem definition

  2. 02

    Data and technical risk assessment

  3. 03

    Architecture and measurement plan

  4. 04

    Pilot and evaluation

  5. 05

    Production, handover, and improvement

Focus industries

We design AI around real operational constraints.

VALNOX / APPROACH

Let’s design the right path to production together.

If the problem is unclear, we start with discovery. If the solution is clear, we start with a focused build.

Talk to Valnox
Direct email
info@valnox.ai
Location
Bilişim Vadisi, Gebze/Kocaeli, Türkiye
Delivery model
Founder-led, end-to-end