AI audit
We review specific workflows and identify where automation can make a measurable difference. I rank the opportunities by impact, effort and risk.
- process map
- recommended priorities
- scope estimate
I design AI agents, automations and focused applications around the way your company actually works — from the first analysis to deployment.

I work with specialists in development, integrations and operational support who can step in when needed.
A smaller company can use AI to catch up with much larger competitors. We can begin with one workflow audit or a clearly defined project.
We review specific workflows and identify where automation can make a measurable difference. I rank the opportunities by impact, effort and risk.
I build an agent for one clearly defined role, such as handling enquiries, working with documents or finding answers in company knowledge.
I connect the tools you already use. Data moves, tasks are created and colleagues are notified without manual copying.
When off-the-shelf software is not enough, I build a focused web application around a specific workflow, without features you do not need.
I prepare and manage advertising in ChatGPT, including context design, creative, landing pages and measurement of qualified enquiries or orders.
We monitor operation, fix defects and adjust integrations as connected systems change, without creating dependence on one person.
Hands-on practice with your team’s work, safe data handling and a simple policy for day-to-day AI use.
Answers customers through chat, email or phone, records requests and hands consequential cases to a person.
No lengthy brief upfront. We clarify the problem first and choose the solution second.
You describe what is still done manually and where the work gets stuck.
In one hour, we review the workflow, current tools and the outcome you need.
You receive a concrete scope, price, timeline and definition of the finished result.
I build the solution, test it on real data and hand it over to your team.
Each has a clear beginning, a clear end and a person responsible for reviewing the result.
An agent reads the email, extracts the key details, updates the CRM and drafts a response.
Data is extracted from an invoice or order and recorded in the right place for review.
A colleague asks a question and receives an answer linked to the relevant company document.
A transcript becomes a summary, team tasks and a draft follow-up email.
AI teams and sales workflows for Pumpido. Event enquiries connected to a sales agent at Win Win House. Technical design for Bazény Viking. And a measured WooCommerce redesign for Smart Wines.
Describe one specific workflow. I will get back to you with an honest view of whether and how it is worth solving.