The Peer Review Ecosystem: Built for Founders

Aventino.ai is a practical launchpad. A three-sided setup that closes the gap between an MVP and real traction. It replaces vanity metrics with useful feedback, gives founders clearer signals, rewards people who give good reviews, and turns hackathons into a steady flow of real product insights.

The Problem & Our Solution

We solve three core challenges faced by founders, reviewers, and hackathon organizers today:

Founders & Builders

The Problem:

"I can't get quality feedback, only clicks." Launching often yields vanity metrics and generic praise, failing to provide the actionable data needed for product validation and growth.

Our Solution:

Quality Validation: We use Targeted Matching and a Founder Tipping System where reviewers are incentivized to provide depth and insight, not just volume.

Reviewers & Users

The Problem:

"My feedback is valued the same as a thousand generic comments." Valuable insight often goes unrewarded in transactional systems focused on token-farming or simple participation.

Our Solution:

Merit-Based Rewards: We reward reviewers based on the quality of their feedback. Highly insightful reviewers are tipped by founders, turning feedback into a valuable, compensated skill.

Hackathon Organizers

The Problem:

"Great code dies after the event." Exciting projects built during a hackathon often fail to find a viable path to market or further funding.

Our Solution:

Sustainable Pipeline: Our platform provides the necessary post-hackathon ecosystem (Quests, Stages, Tipping) to ensure projects launch, grow, and continue to attract talent and validation.

The Core Mechanism

Quests & The Tipping System

Founder Quests

Founders post specific, structured "Quests" (tasks, questions, or feature reviews) to the community. This mandatory, guided process replaces chaotic comment threads and guarantees that every interaction contributes to a specific validation goal.

The Tipping Economy

Our economy is designed for meritocracy, ensuring expertise is valued:

  • Base Reward: A minimum reward (points) for completing a Quest.
  • Founder Tips: Teams can tip reviewers beyond the base reward based on the quality and depth of their submission. This assertive system creates a market where valuable insights are genuinely rewarded.

AI-Enhanced Ecosystem

We integrate AI to boost quality and efficiency for everyone:

  • AI for Builders (The Winning Agent): An AI bot trained on hackathon rules to help teams refine ideas and optimize submissions.
  • AI for Reviewers (The Navigation Agent): An AI bot for every project that instantly answers user questions about the product, facilitating high-quality feedback.

Product Status & Roadmap

We are committed to building in public and clearly defining what is ready now and what is coming next.

Currently Available

The foundational platform features are live and accessible for immediate use:

  • Hackathon Management: Event hosting, participant registration, and team formation.
  • Communication Fabric: Real-time chat integration for team internal rooms, project public support, and hackathon-wide groups.
  • Projects App (Beta): Independent project listing with mandatory transparency using defined Project Stages (Idea, Specification, MVP).

Future Roadmap

We are aggressively building out the core differentiator:

  • Full Tipping System: The mechanism for founders to easily tip and track the quality of reviewer insights.
  • Advanced Reviewer Matching: Sophisticated algorithms to connect Quests with reviewers based on expertise, interests, and past review history.
  • AI Agent Deployment: Full deployment and integration of the AI Builders and AI Reviewer agents into all projects and hackathons.