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AI-Driven Product Development - AI That Ships

We build ML-powered features and products as part of your team. From prototype to production-grade AI, with engineers who understand both sides.

Build AI that ships

Move from AI pilot to production

We build ML features in your product, side by side with your team. No slides, just code.

Our approach - What we build

AI and ML that lives in your products.

  • ML-powered features. Build AI into existing products. Integrate without rebuilding from scratch.
  • Prototype to production. Go from idea to production-grade AI with engineers who handle both research and deployment.
  • Part of your team. We work as an extension of your product team. Same codebase, same goals.

How we build AI with you

We start with what you want to achieve. Then we build it, ship it, and keep it running.

1. Define the problem

We align on outcomes. What does success look like in your product?

2. Build and iterate

We develop models and features as part of your team. Fast feedback, real code.

3. Ship and operate

We get AI into production. Monitoring, iteration, and support.

Teknologier - Technologies

We use the tools that power production AI today.

ML & AI

  • Python
  • TensorFlow
  • PyTorch
  • scikit-learn
  • OpenAI
  • LangChain

Platform

  • AWS SageMaker
  • Google Cloud AI
  • Azure AI
  • Kubernetes

Why teams work with us on AI

Real product engineering. No fluff. No workshops that go nowhere.

Build, not advise
We write code and ship features. Strategy is only useful when it turns into product.
Production-grade
From prototype to scale. We care about reliability, latency, and cost.
Integrated with your team
We work in your repo, with your people. No silos.

FAQ - Questions we get a lot

Clear answers before you start.

Can you work with our existing data?

Yes. We assess data quality, build pipelines, and add monitoring so models stay reliable.

How do you avoid POC limbo?

We design for production from day one, with metrics, guardrails, and rollout plans.

Do you build in our stack?

Yes. We work in your repo and use your cloud and tooling.

What about security and compliance?

We design for least-privilege access and follow your security and governance rules.

Next step

Plan a production-grade AI feature

We help define the use case, ship a thin slice, and scale safely.

Let's talk about what you're building

Aidoni team in a working session
Aidoni | AI-Driven Product Development | Aidoni