Gen AI & agentic roadmap
Define a clear, prioritized and immediately actionable AI & agency trajectory
We support your teams to identify high-impact generative use cases, assess their technological feasibility and build a prioritized AI roadmap in order to decide, invest and manage in complete control.

Your main challenges
Generative AI that upsets the rules without a clear strategy.
Generative AI is profoundly transforming ways of working and business models. But few companies know how to integrate it into their business in practice. Initiatives are multiplying without coherence, budgets are fragmenting and management is struggling to define a common, measurable trajectory that is aligned with the global strategy.
A technological race that increases dependence on closed solutions.
Every month, new solutions appear (open models, agent platforms, orchestration or observability tools). This rapid evolution is confusing the boundaries. Without a solid technical framework, organizations are exposed to dependencies, a loss of sovereignty, and an explosion in integration costs.
AI projects that fail to create real business impact.
AI projects are multiplying, but are struggling to go beyond the prototype stage. Without detailed analysis of business processes and real productivity gains, initiatives remain isolated. The expected impact does not materialize, due to the lack of a method to prioritize and deploy at scale.
Our approach
Base the strategy on a thorough technological reading
Our recommendations are based on a detailed understanding of generative AI technologies: language models (LLMs), agent orchestration frameworks, observability and evaluation tools. This expertise helps you to clarify the range of possibilities and to understand which technological building blocks can really create value for your businesses.
Identify and prioritize high-impact use cases
We analyze your AI and data maturity, map your business processes, and identify opportunities where generative AI can maximize performance or productivity. Our Lean approach favors rapid iterations and impact measurement, to focus your efforts on the most profitable use cases and avoid low-value initiatives.
Building a pragmatic and manageable roadmap.
We structure your AI trajectory over 12, 24 and 36 months, by prioritizing actions according to their value and technical feasibility. You have a clear and prioritized plan that allows you to anticipate needs, plan budgets, and measure progress at each stage.
Ensuring continuity between strategy and execution
Thanks to the Theodo Data & AI teams, we are rapidly transforming roadmaps into concrete prototypes and deployments. This continuity guarantees you a truly actionable strategy, where decisions taken translate into visible and measurable results on the ground.





Reach out to
Emmanuel Vignon
Emmanuel Vignon, VP data & AI, supports you in your Gen AI & agentic roadmap projects.
Contact us