All work
Research DEMO PROJECT

Signal — Applied Research Study

Signal is a short applied-research study comparing approaches to Arabic and English conversational interfaces for public services.

Client
Demo research collaboration
Year
2026
District
District 03
EXPERIMENT · 03 APPROACHES

Challenges

  • Few benchmarks exist for Egyptian Arabic interfaces.
  • Teams needed evidence before committing budget.

Solutions

  • A structured evaluation of three model approaches.
  • A working prototype tested with real users.
  • A decision report with clear recommendations.

Outcomes

3Approaches evaluated
24User test sessions (demo)
1Decision report

Technologies

NLP evaluationPrototypingUser research

Gallery

PLACEHOLDER SCREENS