Arabic and English language systems
Evaluating conversational interfaces, retrieval and generation for Arabic-first products, including Egyptian Arabic usage.
RESEARCH & INNOVATION
Curiosity, put to work.
AI Village runs focused applied research: feasibility studies, model and approach evaluation, rapid prototypes, and research partnerships. The output is evidence a team can act on — a decision, the reasoning behind it, and the risks to plan for.
FOCUS AREAS
Where research earns its keep.
Each study starts from a decision someone needs to make, not from a technology looking for a use.
Model and approach evaluation
Comparing candidate models on the same tasks with one rubric, then reporting where each approach fails, not only its headline accuracy.
Applied AI feasibility
Testing whether a workflow can be supported by AI at acceptable quality, cost and latency before a production commitment.
Product and interface research
Studying how people actually use a product so the next build starts from observed behaviour rather than assumptions.
How a study runs
- 01Question
Define what needs to be learned and why.
- 02Experiment
Design and run focused, measurable experiments.
- 03Analyze
Turn results into clear findings.
- 04Recommend
A practical path forward, with risks named.
What you leave with
- Research plan
- Experiment results
- Prototype
- Decision report
Pricing, timelines, and availability are not published. A research scope is agreed with the team before the work begins.
Research & Development serviceSELECTED STUDY
Signal — Applied Research Study
Signal is a short applied-research study comparing approaches to Arabic and English conversational interfaces for public services.
This chronicle is presentation content. Illustrative figures are labelled as such and are not published client results.
- 3 — Approaches evaluated
- 24 — User test sessions (demo)
- 1 — Decision report
Bring a question worth testing.
Share the decision you need to make, the constraint, and what would count as evidence. The team will confirm scope and availability before any work starts.
RESEARCH / QUESTIONS
Research, answered.
How AI Village scopes applied research and what a study can produce.
Research is one arm of AI Village.
Read what the company builds, how the Academy teaches the same craft, or start with a project brief.