AI - USEFUL, HUMAN & INDEPENDANTAI by Trencadis :
pilot use cases
to be relevant.
Build a useful AI, that is independant
and human above all.
Generative AI is a member that is already part of your teams.
Is it used at the right place, with the right model, the relevant level of supervision, and the adequate human expertise?
At Trencadis, we help executives, technology leaders, business teams, and heads of transformation
to diagnose their use cases and secure the value created,
while keeping costs under control, reduce risks and above all maintain the critical skills and expertises.
OUR SERVICEAI with purpose
The challenge is not to produce “more” AI, but to turn a feeling of usage into a structured, comparable and actionable analysis. In most organizations, useful applications remain scattered and depend on individual initiatives: it becomes difficult to separate experimentation, tooling, orchestration and integration, and the real value created — such as cost savings — is poorly measured or hard to reproduce.
We use a proprietary, neutral and independent framework, the AI maturity cube, empirical and easy to integrate, which turns the question “where are we with AI?” into a structured, transferable diagnosis. Our approach combines a consulting perspective with over 20 years advising leaders and executive committees on transformation and operational excellence, and technical expertise in data engineering and AI, to avoid both a strategic view disconnected from the field and a purely technical view divorced from human concerns.
Discover moreDiscover how our AI maturity cube can help your team turn a vague sense of “good AI usage” into a structured, actionable diagnosis.
OUR SERVICESAI - useful
The proper use of an AI model is not to exploit it to the fullest extent, but to ensure the organization retains sufficient robustness to absorb ambiguity, verification, edits, and human oversight. We evaluate your use cases with an empirical model based on experience from AI projects and industrial resource management, which allows us to position each use case and identify the actions needed to return to the optimal position.
For technology leaders or those responsible for digital transformation, the assessment helps streamline AI architecture: which model for which use case, which tasks to automate, assist, or keep under human control, which controls to implement, and how to limit dependence on large, general-purpose models. The goal is to choose the most efficient and genuinely capable models, with an appropriate level of governance and security.
ONE OF OUR SUCCESSESAt Trencadis, success is measurable in lasting impact. One of our notable achievements demonstrates how thoughtful design, rigorous project management, and close client collaboration can transform complex challenges into sustainable outcomes.
Discover how to map your AI use cases and identify which to strengthen, which to regulate, and which to abandon.
NOS SERVICESAI - human above all
The real performance of an AI use case depends as much on human factors as on technology: individual and collective maturity in using the tools, the quality of the human–AI interaction protocol, actual human expertise, and the human capability debt that can accumulate when AI replaces rather than assists. Our assessment measures these variables just as rigorously as end-to-end cost or result quality.
At the end of the evaluation, you receive a plan to preserve human capabilities, in addition to a mapping of use cases and governance recommendations. For leaders, the central strategic question is: does AI actually increase the value produced by the organization without creating new critical dependencies? The aim is to make AI a lever for sustainable performance, not a source of fragility.
ONE OF OUR SUCCESSEDiscover how the Trencadis team I can implement a plan to increase the added value of your AI portfolio.
OUR SERVICESAI - independant
Our approach is suitable for any organization that wants to create value with AI without becoming dependent on a single vendor. We protect the confidentiality of your data, remain platform-neutral (we do not resell any platforms), and explicitly transfer our knowledge so your teams can reuse our tools and analytical frameworks internally, autonomously.
The framework we use is transferable: you can repeat the assessment yourself at regular intervals without relying on us for every new iteration. This same principle guides our architecture recommendations, aiming to limit your organization’s dependence on large, multipurpose models from a single provider.
ONE OF OUR SUCCSESESDiscover how the Trencadis team I can implement a plan to increase the maturity level of your AI usage
OUR SERVICESGood practice for using AI & relevant level of usage of your AI portfolio
Choose the appropriate usage regime for each of your AI applications, that is the ultimate goal of our support:
a mapping of your use cases, a usage pressure score by activity, governance recommendations and a prioritized action plan, so that each application is used in the right place with the right level of control.
Beyond classical process and organizational approaches, our models, deliberately simple, allow an in-depth exploration of the priority issues for the sustainability of your business model.
ONE OF OUR SUCCESSESDiscover how the Trencadis team can assess and feedback on the practical way forward on your AI use cases portfolio
Not sure where to start? Our community of experts is here to help.
ONE OF OUR SUCCESSES«
A real added value, beyond traditional consultants who limit themselves to conventional process and organization approaches. The models may seem simple, but they allow for fairly deep and precise exploration of the priority issues that need to be addressed for the sustainability of our business model.
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— Executive of a professional services company