You
the need and the trade-offs
- Describe the need, in your own words
- Decide if budget or timing changes
- Receive a clear report
// method
How a request is handled
A fix, an improvement, a question: every request follows the same short path. It is designed to answer you quickly, without ever losing control of what changes on your side. Two tools I built carry it: Edith, which prepares the work, and StatHall, which monitors your tools continuously.
// in a nutshell
What is Edith?
Edith is a tool I built for my practice, powered by artificial intelligence. It is not a person: it is software that does the preparation work. It reads every request, sorts it by urgency, prepares the answer and brings it to me. The tool prepares; whenever something is at stake, I decide.
Read and sort
Every request is understood, classified and put in order of priority.
Prepare
A proposed approach, then the work itself, on a separate copy.
Report
What matters waits for my approval, and nothing goes live without my review.
// the path
Five steps, one person who decides
- 01You
You get in touch
An email, a message, a call: in your own words, no form or ticket to fill in.
- 02Edith
The request is sorted
Edith qualifies it — fix, improvement or question, urgent or not — and drafts a proposed approach.
- 03Me
I approve the approach
I read the proposal, correct it or set it aside — except for tasks with nothing at stake, handled on their own. If the request affects budget or timing, you are consulted first.
- 04Edith
The work happens on the side
The change is prepared on a copy, never on the tool you are using. Every sensitive step waits for my go-ahead, and automated checks run before my review.
- 05Me
Verified release
Once reviewed, the change goes live and is checked from the outside. You receive a report: what changed, and how to see it for yourself.
// automatic or approved
Confidence decides who acts
Not everything needs approval. For each task, two questions: is the tool sure it has understood, and what is at stake if it is wrong? The answers decide who acts. Tasks with no added value are automated, and human attention goes where it matters.
high stakes
Always human · whatever the confidence
Going live, budget, data: a person decides, even when the tool is sure.
low stakes
Proposed, then approved · the tool hesitates
The task needs judgement, or the tool is not certain: it proposes, I decide.
Automatic · the tool is sure
Sorting a request, summing up the day, closing an alert whose cause has gone, drafting the report. It happens on its own, and it stays on record.
// an example
An ordinary morning
An example to make it concrete, not a promised turnaround: every request has its own, announced as soon as it is sorted.
- 9:10You
You report that your file export no longer includes the dates.
- 9:12Edith
Edith has sorted the request: a fix, high priority. The tool suggests reproducing the problem before touching anything.
- 9:20Me
Between two meetings, I approve the approach from my phone.
- 9:45Edith
The fix is ready on a copy, the checks are green. I review what changed.
- 10:05Me
It is live and verified: the export has its dates back, and you have the report.
// monitoring
StatHall: spotting the failure before you do
The best request is the one you never have to make. StatHall continuously monitors your applications and servers: free space, certificates, security updates, crashes, end of support. It links alerts together to trace them back to their cause, and every day an AI writes up the summary.
- An alert enters the same path as a request: sorted, approved, fixed, verified
- Related alerts are grouped: you treat one cause, not ten symptoms
- Often, the problem is solved before you have noticed it
- Monitoring is delivered with its alerts; following them on your behalf is an option
// who does what
The tool prepares, a human decides
Edith
the tool that prepares
- Sort and qualify every request
- Propose an approach
- Prepare the change on the side
- Write the report
StatHall
the tool that monitors
- Monitor your tools continuously
- Group alerts by cause
- Sum up every day
Me
the one who decides
- Decide whenever there is doubt or something at stake
- Review before anything goes live
- Remain your single point of contact
// for you
What it changes for you
A faster answer
Sorting and preparation do not wait for me to be free: your request moves forward, even during my meetings.
A fairer price
The time saved shows in the quote: it is the AI-assisted option, priced next to the conventional one.
Never a testing ground
Everything is prepared on the side. Until it has been reviewed and approved, nothing changes on your end.
A record of every request
What was asked, decided and changed stays in writing: nothing depends on anyone's memory.
What the AI never does on its own
- Put a change live
- Touch the tool you are using
- Settle a case it is unsure about
- Spend without a cap
And for your own day-to-day?
The same principles apply to your quotes, emails and invoices: a well-configured AI assistant prepares, you review.
Everyday AI assistants// contact
A free one-hour conversation
You describe your situation and priorities, and you leave knowing where to start — advice, project ownership support or delivery.