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Boutique AI and Digital Transformation Studio · Istanbul

Your boutique partner in AI and digital transformation

We take your data and your ideas and turn them into something that actually moves the needle. No off-the-shelf packages, no licenses. We start by understanding your problem, then build the whole thing for you and ship it: an agent, a backend, a trained model, RAG. Whatever fits. Not a template. A system that's yours and stays with you.

/01

Approach

Every project runs through the same four steps, and each one leaves you with something in writing. Clear scope, a realistic timeline, a cost that won't surprise you later. None of that "we'll figure it out as we go".

01

Discovery & Analysis

We sit down and really listen, both to your business goals and to the technical reality on the ground. We go through your data and systems and see how you stack up against your sector. Honestly, the most useful thing often comes out right here: does this even need AI, or would a simpler automation do? We'll tell you straight.

02

Strategy & Planning

Next we put together an AI strategy and a roadmap built around you: which model and why, what the architecture looks like, how long it'll take, what to expect and where the risks are. What lands on your desk is a clear proposal you can actually decide on, without wading through jargon.

03

Development & Integration

This is where senior engineers move fast. We build the agent, the backend, the RAG pipeline or a model fine-tuned on your data, and wire it cleanly into your CRM, ERP and whatever else you already run. Code quality and testing aren't an afterthought here; they're part of the work from day one.

04

Optimization & Scaling

Then it goes live. We watch how it performs in real use, retrain it when it needs retraining, and scale it as you grow. The code, the models, the know-how all stay on your side, so you're never locked in.

/02

Services

AI work that covers the whole arc, from strategy to production. One senior team, the same person you talk to the whole way through.

Consulting

AI & ML Consulting

Think of us as a guide for the strategic side of AI. We work shoulder to shoulder with C-level execs and technical leads, taking a fuzzy AI vision and breaking it into steps you can act on, with current tech and what's worked elsewhere in your industry.

  • Strategic AI roadmap design and implementation support
  • Technical architecture consulting and code review
  • Hands-on development support and pair programming
  • Risk analysis and management
Projects

End-to-End AI Projects

Custom work that goes from your idea all the way to production. Natural language, computer vision, whatever the problem calls for, built fast and at scale, the Agile way.

  • Custom AI model development and tuning
  • Production-ready code and a deployment pipeline
  • Clean integration with the systems you run
  • Cloud or on-premise deployment
  • Monitoring, automated testing, ongoing improvement
Assessment

AI Readiness Assessment

Find out how ready you really are before you spend a lira. We take a 360-degree look at the organization, the technical setup and the data, and hand you a plan you can act on.

  • 360-degree look at the organization and infrastructure
  • Review of data pipelines and model architecture
  • How you compare with your sector
  • Action plan ranked by priority, technical and strategic
  • Quick wins and PoC ideas to start with
/03

What we build

The main pieces we put together on a project. Sometimes one is all you need. Often a few of them work side by side.

Agent

AI Agents

This isn't a chatbot that fields one question and stops. We build autonomous flows that reach for tools, plan a step at a time, talk to outside systems and see a job through from start to finish. And where a human needs to sign off, the flow pauses and asks, safely, with a trail you can audit.

Backend

Backend & Integration

The part nobody sees, doing the heavy lifting behind the model. We build APIs, data pipelines and infrastructure that plug into what you already run (CRM, ERP, Supabase, Firebase) and keep standing when the load comes.

Model

Model Training & On-device

We fine-tune open-source models (Gemma and the like) on your data so they speak your business's language. And when you need it, we shrink the model down to run on a phone, at the edge or fully offline, with nothing ever leaving your hands.

RAG

RAG & Data Pipelines

Answer systems that connect your company's knowledge to the model, safely. Every answer comes with its source, you can audit it, and it's built not to make things up. As your knowledge base grows, it keeps up.

/04

Sector solutions

Every sector talks differently and runs into different limits. So instead of bending a ready-made template to fit, we start from the real problem in that sector and build out from there.

Finance & Banking

Risk and personalization

Credit scoring, fraud caught in real time, product recommendations tailored to each customer. All on models that stay compliant, auditable and explainable.

Retail & E-commerce

Demand and recommendation

Dynamic pricing, recommendations, demand forecasting, inventory that manages itself. The customer experience gets more personal while operations get lighter.

Manufacturing & Industry 4.0

Quality and maintenance

Quality control with computer vision, plus maintenance that sees trouble coming. Less unplanned downtime, a line that runs better, products that come out cleaner.

Logistics & Supply Chain

Operational efficiency

Smarter routes, demand you can forecast, planning that holds together. Costs come down while deliveries get faster and easier to count on.

Healthcare

Analysis and operations

Support for reading medical images, plus tighter operations. Systems that assist, sitting beside the clinician who makes the call, never in their place.

Telecom & Technology

Retention and networks

Spotting churn before it happens, tuning the network. You see which customers are about to leave and why, then put your resources where they'll count.

/05

Why INNOMEL

01 One contact, senior hands

There's no salesperson who hands you off to a junior once the contract's signed. From the first call to delivery, the person you're talking to is the senior engineer writing the code. Short chain of decisions, straight talk.

02 Results and ROI focused

We're not in this for the technology itself. Every project gets tied to a business outcome you can actually point to and measure, and we keep the work open and quick on its feet so results show up, not just activity.

03 Your data stays yours

GDPR/KVKK compliance and the limits on where your data can go are built into the design from the start. When it matters, the whole system runs on your infrastructure, locally or offline. Your data never leaves, and the model is yours.

04 No off-the-shelf packages

No licenses, no subscriptions. We solve the problem you actually came with. And if you don't need AI, we'll say so without flinching. The point is to get your business moving again, not to push a product on you.

05 Speed

Small team, short chain of decisions. We start with pilots measured in weeks, not quarters, so you see something real early on.

06 Full ownership

The code, the models, the docs, all yours. We hand over a system your own team can pick up and maintain without leaning on us.

/06

Technology

The outcome matters more than the tools. Still, for the curious, we've listed part of the stack we know well below.

Core technologies LLM RAG AI Agents OpenAI Claude Gemini Grok Deepseek Gemma Hugging Face LangChain PyTorch TensorFlow Scikit-learn Deep Learning Stable Diffusion MediaPipe TTS STT MLOps MLflow ONNX GGUF On-device / Edge Pinecone Python
Additional experience AWS Google Cloud Azure Docker Kubernetes DevOps CI/CD Firebase Supabase PostgreSQL PostGIS SQL NoSQL C++ Java Kotlin Swift Flutter Web Mobile VM Hardware Chip Silicon Open Source
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Frequently asked

Do you have an off-the-shelf product?+

No, and that's on purpose. We don't sell licenses or packages. Every project starts from scratch around the actual need. First we dig into your problem, then we build the agent, backend or trained model that solves it.

How long does a project take and what does it cost?+

We pin down the scope first, in a short discovery call. Most of our work kicks off with a pilot measured in weeks. After discovery you get the scope, a realistic timeline and a price in writing, so there are no surprises on the bill.

Is my data safe? What about GDPR/KVKK?+

Where your data can and can't go, plus GDPR/KVKK compliance, is baked into the design from day one. When it matters, the whole system runs on your own infrastructure, locally or offline, and your data never leaves.

Does it run in the cloud or on our own servers?+

Either works. Depending on what you need, we set things up in the cloud (Supabase, Firebase, large-model APIs) or run open-source models fully local and on-device. We weigh cost, privacy and performance to make the call.

Do I really need AI?+

Let's find out together. If a simpler automation or a solid backend does the job, we'll tell you straight. We're not here to sell you AI. We're here to get your business unstuck.

What size of companies do you work with?+

Everything from small businesses to the pilot teams inside large enterprises. Because we're small, you get one point of contact, senior people doing the work, and a short chain of decisions.