Veritas

Inspiration: The vast majority of traders fail not due to a lack of market knowledge or technical strategy, but because of their own psychology. Emotions like FOMO, revenge trading, and overconfidence lead to critical execution flaws and consistent financial losses. Having experienced this firsthand, we realized the market lacked an unbiased, objective tool to confront these internal biases directly. Traditional trading journals are often abandoned as a chore, and human coaches are expensive and not always available. We were inspired to build a solution that addresses the trader's most significant variable: themselves.

What it does: Veritas is your behavioral trading coach, deployed through artificial intelligence to mercilessly reveal psychological blind spots and correct real-time execution mistakes. It is an unbiased, data-based assessment of the decisions made by the trader to cultivate the discipline needed to be consistently profitable.

Key Features: Multi-Modal Trade Analysis: Users upload the screenshot of the chart and describe the reason for the trade (plan, emotions, observations). Veritas's sophisticated AI accepts visual and textual inputs. Brutal, Objective Critique: The AI provides an in-depth assessment judgment, such as: Detailed Technical Analysis of the chart. Accurate Execution Plan Analysis (e.g., finding tight stops, pursuing entries). In-depth Behavioral Psychology Analysis: Identifying chief weaknesses such as FOMO, revenge trading, overconfidence, and trading in opposition to momentum. The Veritas Chronicle (Powered by Supabase): A groundbreaking function which creates an individualized, data-based profile of the user's repeated behavioral patterns over time. The AI uses past experience to deliver even more accurate and undeniable feedback on repeated errors. Actionable Growth Plans: Offers immediate corrective steps and long-range growth plan, along with behavioral homework and specific accountability measures.

How we built it: Veritas is a robust, full-stack application, a testament to rapid iteration and strategic tool leveraging within the intense 12-day hackathon timeframe (started June 18th). Our development journey was a dynamic interplay between platforms:

Frontend & Core Flow (Bolt.new - Phase 1): We initiated Veritas's development entirely within Bolt.new's chat-driven environment. Its unparalleled speed for UI prototyping and establishing the core interactive user flow was instrumental. This initial phase laid the entire visual and navigational foundation of Veritas. Backend & API Integration (Cursor & Minor UI Enhancements): When the complexity of the project escalated to having sophisticated API choreographies (utilizing Claude for subtle analysis) and solid backend logic, the team made use of Cursor in a strategic manner. It helped to integrate our AI models in an efficient way while carrying out server-side operations and incorporating subtle UI changes for best API interaction. Database & Core Functionality (Bolt.new - Phase 2): We subsequently went back to Bolt.new to implement Supabase, enabling the crucial Veritas Chronicle for enduring user data and behavioral pattern storage. This proved Bolt.new capable of managing sophisticated database connections in our dynamic architecture. The last, completed working app, effortlessly bringing our Bolt.new-created frontend together with our powerful backend, is live and can be accessed here: https://lighthearted-cheesecake-82d5da.netlify.app/

Challenges we ran into: Our hackathon journey was defined by overcoming significant hurdles, pushing our problem-solving skills to their limit:

Bolt.new Local Server Instability (Our Biggest Hurdle): While Bolt.new proved invaluable for rapid UI development, we faced persistent and critical challenges with its local server environment. Initially, getting our full application's local server to run consistently was a major bottleneck. Just yesterday, a critical issue arose where the local server unexpectedly failed to run, threatening to derail our final submission. Through intensive debugging and deep dives into the environment's intricacies, we successfully identified and rectified the underlying configuration conflicts, ensuring our application could run and be deployed. This experience, though stressful, profoundly deepened our understanding of the platform's operational nuances.

Payment Gateway Restrictions (Age-Related): A significant non-technical challenge arose from our team composition. As a team comprising minors (under 18) and an international co-founder, we encountered immediate legal and logistical hurdles in establishing a direct payment gateway like Stripe. Due to age and residency restrictions for account activation, we were unable to fully integrate a payment system within the hackathon timeframe. This limitation, while external to our technical capabilities, highlighted real-world product launch complexities.

Accomplishments that we're proud of: Accomplishments that we're proud of

Rapid MVP Development: Delivering a fully functional, high-impact MVP for Veritas in just 12 days, a testament to our team's intense focus and efficient use of development tools.

Sophisticated AI Behavioral Diagnosis: Building an AI that can accurately analyze multi-modal inputs (chart + rationale) to diagnose complex behavioral and execution flaws, providing actionable, personalized feedback.

The Veritas Chronicle: Successfully implementing a dynamic, learning behavioral profile using Supabase, which allows the AI to identify and address recurring patterns unique to each trader. This moves beyond static analysis to true personalized coaching.

Resilient Hybrid Architecture: Successfully integrating Bolt.new's frontend capabilities with external backend services and database (Supabase) to create a robust, scalable application, overcoming significant environmental challenges in the process.

What we learned: This hackathon pushed us to understand not just technical implementation, but also critical aspects of product-market fit and real-world constraints. We learned the immense value of:

Unwavering Perseverance: Confronting and overcoming critical technical hurdles, especially with development environments, is paramount to shipping.

Strategic Architectural Decisions: How to combine different platforms and services to achieve a complex vision efficiently, even when facing unexpected limitations.

Navigating Legal/Logistical Hurdles: Adapting and problem-solving when faced with non-technical challenges, such as age-related payment restrictions, to ensure future product viability.

The Power of Unbiased Feedback: The profound impact of direct, objective critique on user performance.

What's next for Veritas: Our vision for Veritas extends far beyond this hackathon, aiming to become the indispensable companion for every disciplined trader:

Custom Rule Adherence Monitoring: A top priority is enabling traders to define their own specific trading rules (e.g., "never risk more than 1%," "always wait for confirmation candle"). Veritas will then provide proactive, AI-powered alerts when these self-defined rules are broken, fostering real-time discipline and accountability.

Full Payment Integration: Implementing a secure and compliant subscription system is a top priority, coming soon as we navigate the legal and logistical requirements for establishing a full payment gateway.

Seamless Plugin Integration: Developing browser extensions for direct integration with popular charting platforms (e.g., TradingView) to reduce friction and provide real-time, in-workflow analysis.

Deeper Brokerage Integration: Automatically syncing trade data for effortless logging and more comprehensive historical analysis.

Advanced Behavioral Analytics: Building more sophisticated dashboards and visualizations within the Veritas Chronicle to track behavioral progress and evolution over time.

Community Benchmarking (Anonymous): Allowing users to anonymously compare their behavioral patterns and key stats against a community average for added context and motivation.

Challenge Compliance: Startup challenge: Use Supabase to prep your Bolt.new project to scale to millions.

Veritas leverages Supabase as the foundational backbone for its unique Veritas Chronicle feature, directly addressing the challenge of preparing for massive scale.

Beyond a Database: We utilize Supabase not merely for data storage, but as a dynamic, intelligent memory for our AI. It securely stores each user's historical trade analyses, rationales, and the AI's behavioral diagnoses. This allows Veritas to build a personalized, evolving profile of each trader's unique psychological patterns over time.

Scalable Intelligence: As users grow from hundreds to millions, Supabase's robust, scalable PostgreSQL database, coupled with its built-in authentication and storage capabilities, ensures that each "Veritas Chronicle" can expand seamlessly. This means the AI's insights become smarter and more personalized for every individual user as their data footprint grows, without compromising performance.

Future-Proofing: By centralizing user data and behavioral patterns in Supabase, we've laid the groundwork for advanced analytics, personalized dashboards, and future features like community benchmarking, all designed to scale efficiently to a vast user base.

Our project is submitted with the required organization slug, demonstrating our commitment to building the next big thing in trading psychology.

Bonus prizes we are aiming for: Uniquely Useful Tool: Veritas stands apart from conventional trading journals and analytical platforms. It's not just about tracking P&L; it's an AI-powered behavioral coach that provides objective, brutal honesty about a trader's internal flaws. Its multi-modal analysis (combining charts and subjective rationale) and the dynamic Veritas Chronicle offer a level of personalized, actionable psychological insight that is currently unavailable in the market, making it uniquely useful for any trader serious about self-mastery.

Sharpest Problem Fit: Veritas directly addresses the #1 reason why traders fail: emotional self-sabotage and lack of discipline. This is a universally acknowledged, deeply painful, and financially devastating problem that existing tools largely ignore or address superficially. Our solution provides a precise, objective, and scalable answer to this critical pain point, fitting the problem with unparalleled sharpness.

Most Likely to Get Funded / Future Unicorn: Veritas targets a massive, high-value market (traders) with a critical, underserved problem. Its unique AI-driven behavioral coaching, personalized insights via the Veritas Chronicle, and clear roadmap for seamless integration (plugins, brokerage sync, custom rule monitoring) present a compelling vision for a scalable, monetizable product with significant growth potential and strong market differentiation.

Built With

• bolt.new
• claude
• css
• html
• javascript
• node.js
• polygon.io
• revenuecat
• stripe
• supabase-(postgresql)
• vercel