Use cases.
Concrete situations where we step in, from the first question to production.
Illustrative scenarios: they describe types of engagements, not client references. Named work is published only with permission.
Artificial intelligenceInternal document assistant.Find the right answer across thousands of pages.
- Context
- A team loses time searching through scattered procedures and contracts.
- Approach
- Indexing of authorised documents, AI-assisted search, cited sources and human review.
- Scope
- Internal knowledge base, role-based access, logging.
CybersecurityWeb application audit.See what an attacker would see, before they do.
- Context
- An SME launches a customer portal and wants to know its exposure.
- Approach
- Attack surface mapping, vulnerability analysis, prioritised remediation plan.
- Scope
- Scope authorised in writing, report and debrief.
Digital developmentCustom business portal.One tool instead of ten spreadsheets.
- Context
- Processes run through emails and spreadsheets, and are hard to track.
- Approach
- Workshops, mockups, iterative development, APIs and integration with existing tools.
- Scope
- Responsive web application, roles and permissions, documentation.
Artificial intelligenceRequest automation.Sort, qualify and route, with no retyping.
- Context
- A department receives repetitive requests through several channels.
- Approach
- AI-assisted classification, business rules, handover to a person for sensitive cases.
- Scope
- Mail and CRM connectors, tracking board, tested guardrails.
Digital marketingMeasured B2B acquisition.Content that brings qualified requests.
- Context
- A company wants to be found for its expertise in French, English and Arabic.
- Approach
- Keyword research, one page per expertise, content, consent-aware conversion tracking.
- Scope
- Technical SEO, editorial calendar, dashboards.
CybersecurityTeam awareness.Security starts with reflexes.
- Context
- Phishing attempts target employees first.
- Approach
- Hands-on workshops, good practice adapted to each role, a reporting procedure.
- Scope
- Sessions per team, materials, follow-up plan.
ConsultingScoping before development.Know what to build, and what to leave out.
- Context
- A leadership team wants to launch a portal, without a shared scope or success criteria.
- Approach
- Workshops, process mapping, compared options and a prioritised roadmap.
- Scope
- Scoping note, target architecture and an implementation plan.
A project, an audit, a demo?
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