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.

We can begin with an audit of one workflow or move straight to 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.
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.
DeerVision and Smart Wines. More client stories will be added over time.
Describe one specific workflow. I will get back to you with an honest view of whether and how it is worth solving.