Case Study
AI Business Agent
A validation-backed prototype combining retrieval, orchestration, and simulation-oriented assistant flows for business operators.
Mohamed Ali Bouzir designed a structured assistant workflow that separates factual evidence, contextual retrieval, and response composition for human-reviewed operational decisions.
Assistant framing
Evidence-first
Responses are composed from explicit evidence layers rather than direct free-form generation.
Operational mode
Human-reviewed
Recommendations remain advisory and are reviewed by an operator before action.
Workflow scope
Multi-route
Assistant can route between retrieval-heavy, analytics, and simulation-style paths.