LLM advisory: AI strategy and governance for India–France projects
Select, evaluate and govern large language model use cases. Support for Indian businesses operating or entering France.
When to involve us
Document analysis, drafting and knowledge assistants can be useful only when teams understand permitted data, quality standards and the consequences of errors. Start with a bounded pilot and evidence-based evaluation.
Deliverables
Use-case map; model selection criteria; evaluation protocol; prompt library; human review rules; deployment roadmap.
Govern use across borders
Common software does not create common governance. Establish which data may enter each service and who reviews the output, working with legal and security specialists. GEO addresses external AI visibility; LLM advisory also concerns internal use and oversight.
How the engagement works
We start with the decision, available evidence and stakeholder expectations. We then agree priorities, outputs and approvals, support implementation, and review what changed. Country teams keep clear responsibilities throughout; the scope and availability are agreed for the engagement.
What to prepare for a first discussion
List tasks, volumes, existing tools, sensitive data and unacceptable failures. Involve IT, security, legal and privacy teams in technical decisions.
Scope and responsibilities
The engagement defines the decisions, countries, audiences, availability and deliverables covered. Specialist legal, financial, regulatory and technical advice remains with the appointed experts.
Continue your preparation
A crisis across India and France: organise one response, with local responsibilities
A practical framework for headquarters and country teams facing a cyber incident, operational disruption or public allegation.
GEO for Indian companies entering France: make the right evidence discoverable
A method for checking whether search engines and AI answers correctly describe your business, its French presence and its capabilities.
Discuss your France–Europe plans
Tell us about your project, the countries involved, the decision ahead and your timeframe. We will clarify the scope, responsibilities and working languages together.
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