We build AI products that solve real-world decisions at speed and scale.
MBVMobile crafts applied AI experiences—from reasoning engines to mobile-first products. We focus on dependable, measurable AI solutions for teams, creators, and consumers.
AI architecture Reasoning-first designs tuned for real decisions.
Applied to product Mobile and web experiences ready for users.
Quality & safety Evaluations that catch gaps before launch.
Fast delivery Ship, learn, and iterate with measurable outcomes.
About MBVMobile
MBVMobile is an AI solutions studio building clear, outcome-focused products. We blend strong architecture with ruthless problem solving to turn AI capabilities into dependable tools for teams, creators, and consumers.
What We Do
AI product strategy
Map real user problems to AI capabilities, with measurable success criteria.
Applied reasoning systems
Build and evaluate chains-of-thought engines that stay factual and consistent.
Mobile-first experiences
Ship polished iOS-first interfaces with reliable backends and analytics.
Continuous evaluation
Stress-test edge cases, safety, and latency to keep experiences dependable.
Featured Product: Who Is Right?: AI Discuss
“Who Is Right?: AI Discuss” is an AI-driven adjudication and reasoning engine that evaluates multi-party discussions. It analyzes argument logic, evidence strength, and rhetorical clarity to identify the strongest reasoning and deliver fact-based, repeatable verdicts.
Products · Who Is Right?: AI Discuss
Our flagship AI adjudication product that delivers impartial verdicts for multi-party debates.
App icon
Mobile screens
Team
Berkan VayCo-founder · Architecture & Product
Leads system architecture and product craft, keeping MBVMobile experiences consistent, fast, and reliable end to end.
Fatih ÖzenCo-founder · Problem Solving & Delivery
Drives problem solving and delivery, pressure-testing edge cases so our AI solutions stay accurate in real-world scenarios.
Key Advantages
Impartial judgment
No social influence or personal agenda—only logic and evidence quality.
Multi-participant scoring
Scores each speaker; surfaces strongest and weakest arguments plus fallacies.
Scalable & fast
Processes long chats, meetings, or comment threads in seconds for real-time or async use.
Standardized framework
Consistent criteria every time; structured, repeatable analysis.
Coaching value
Highlights logical flaws and gives actionable tips to improve reasoning.
Cost-effective resolution
Reduce mediator time and unblock team decisions quickly.
Target Audience
Individuals & communities
Neutral verdicts for personal debates, social threads, or heated topics.
Teams & workplaces
HR, operations, and leaders who need objective takes on strategic disagreements.
Education & debate clubs
Logic and argumentation practice with structured feedback.
Researchers
Analyze discourse patterns, conflict dynamics, or decision-making studies.
Creators
Streamers, podcasters, and YouTubers who want clear summaries and verdicts for multi-guest debates.
Usage Scenarios
Multi-party debate analysis Upload or paste discussions; get ranked scores, strongest chain of reasoning, and a final verdict.
Logical & rhetorical checks Detect fallacies (ad hominem, slippery slope, strawman), contradictions, and unsupported claims.
Collaborative decision-making Compare proposals and surface the option with the strongest foundation.
Communication coaching Personalized feedback on building stronger, clearer arguments while avoiding common pitfalls.
What the AI Delivers
Ranked participant scores and per-person strengths/weaknesses.
Logical fallacies, contradictions, and misinterpretations flagged automatically.
Evidence and clarity checks for every statement.
Consensus patterns and disagreement clusters.
Actionable improvement tips for each speaker.
Clear final verdict on “who is most right, and why.”
Try our featured product
Who Is Right?: AI Discuss is available on iPhone (iOS 15.6+)—get impartial, structured verdicts in seconds.
