For enterprises
AI adoption that reaches production
I help your engineering organization adopt AI with a delivery plan your teams can put into practice.
- Use-case assessment and delivery playbooks
- Team workflows and governance guardrails
Hi, I’m Daniel.
I’m a Big Four technology consultant who also builds and ships AI products on AWS and Azure. The combination is the point: advice you can hold me to, because I ship it myself.

Services
AI adoption for your organization, a product to ship, or support for your engineering team.
For enterprises
I help your engineering organization adopt AI with a delivery plan your teams can put into practice.
For founders & product teams
I build your AI product from the first prototype through deployment on AWS or Azure.
For leaders & teams
I help your team use AI in daily engineering work and make informed architecture decisions.
Approach
I bring Big Four consulting experience and hands-on engineering to each step, backed by nine AWS and Azure certifications.
A clear scope
We assess the use case and business case, then decide what to build and how to judge success.
A prototype tested with users
I build a working prototype. We test it with real users before committing to a roadmap.
A product people can use
I deploy the product with auth, monitoring, and cloud infrastructure in place.
A plan for the next release
We use production feedback to prioritize reliability, cost, and the next features to build.
Honest feedback runs through all four steps.
Book a working sessionWriting
Read how I build with AI, or try the open-source skills in your own work.
All writingRead if your agents write code, but people still coordinate every step around it.
Read if your platform team maintains Terraform modules and wants coding agents to contribute safely.
Read articleRead if you spend more time directing coding agents than reviewing their work.
Read articleContact
Open to new engagements
An enterprise AI program, a product that needs building, or a team that wants to move faster. A short message is enough to find out whether I can help.
or write tod.semerjyan@gmail.com
Poznań, Poland · working across EU time zones