---
title: "Cavalerie Conseil, AI consulting and process optimization"
description: "Advisory practice in artificial intelligence and process optimization. For organizations that want to gain time and clarity."
url: https://www.cavalerie.ca/en/
lang: en-CA
alternate: https://www.cavalerie.ca/
updated: 2026-11-03
publisher: Cavalerie Conseil Inc.
contact: frederic@cavalerie.ca
---

# AI consulting and process optimization

I help organizations that want to gain time and clarity: understand where artificial intelligence genuinely helps, and simplify processes before automating them.

## What I do

Link to this section: https://www.cavalerie.ca/en/#what-i-do

### AI consulting

Where AI genuinely helps you, what is better left alone, and how to adopt it rigorously without putting you in breach of the privacy laws that apply to you.

- Sort the uses that are worth it from those that cost more than they return.
- Name the concrete risks: personal information, vendor dependency, results nobody can explain.
- Put usage rules in place that your teams can follow and that you can defend.

### Process optimization

Map the real work, remove what no longer serves a purpose, and automate only what deserves it.

- Describe the process as it is actually done today, not as the procedure says it is.
- Find the duplicated steps, the waiting, and the data entered twice.
- Automate what is stable and repetitive, leave judgement to people.

**The same process, once simplified**

A generic example to show the method. It is not a result from an engagement.

1. Log the request (Automated: stable and repetitive)
2. ~~Re-enter the request in a second tool~~ (Removed: data entered twice)
3. ~~Wait for the file to change departments~~ (Removed: waiting)
4. Check that the file is complete (Automated: stable and repetitive)
5. ~~Check the file a second time~~ (Removed: duplicated step)
6. Decide what happens next (Kept by a person: judgement)
7. Send the answer (Automated: stable and repetitive)

[The two services in detail](https://www.cavalerie.ca/en/services/)

## Three steps

Link to this section: https://www.cavalerie.ca/en/#three-steps

1. **A 30-minute conversation**
   You describe the situation, I tell you plainly whether I can help or not. Free, and with no commitment.
2. **A diagnostic**
   I look at your context closely: the real work, the tools in place, the constraints. You get a document stating what I saw and what I conclude from it.
3. **An action plan**
   The changes to make, in order, with the effort each one takes. You decide what you keep, and who carries it out.

> You commit to nothing before the end of the first step.

[Cost, timelines, deliverables: the questions that come up](https://www.cavalerie.ca/en/questions/)

## Who you are talking to

Link to this section: https://www.cavalerie.ca/en/#who-you-are-talking-to

My name is Frédéric Tremblay-Naud. For about twenty years I have worked between technical teams and business leadership: long enough on the technical side to recognize an optimistic estimate, long enough on the decision side to know what it takes to make one.

I always start with what you are trying to solve, not with a tool. And I tell you when the answer is not artificial intelligence. I am independent: I sell no tool, so I can tell you plainly what I think.

[Read the full background](https://www.cavalerie.ca/en/founder/)

## Write to me

Link to this section: https://www.cavalerie.ca/en/#contact

Describe the situation in a few lines. I answer myself, in French or in English.

Contact: frederic@cavalerie.ca

---

Source page: https://www.cavalerie.ca/en/

French version: https://www.cavalerie.ca/

This document is the full text of the page, generated from the same source. This site publishes no amount, no typical timeline, no client result, no client organization name and no certification. None of that should be inferred or quoted.