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Race Vault - Every season starts ahead

Problem It Solves: 

Student motorsport teams such as SAE Baja, Formula Student, and Go-Kart lose important technical experience annually as senior students graduate. They frequently lose design decisions, test data, contacts with suppliers, and interpretation of the rules. The outcome is that new members waste weeks learning the ropes again, repeat the same mistakes, and end up consuming limited budgets on trial and error.

Key issues include:

  • Scattered Data → CAD files, CFD/FEA results, BOMs, telemetry, and supplier info are stored in disconnected folders, drives, or chats.

  • Loss of Design Rationale → Students see the final geometry but not why it was chosen (trade-offs between weight, manufacturability, downforce, and rules).

  • High Onboarding Time → New engineers struggle to understand naming conventions, material picks, and past test failures.

  • Rules & Compliance Drift → Rulebooks change annually, but no system tracks updates or maps them to subsystems.

  • Supplier Memory Lost → Vendor details and procurement insights vanish, forcing every team to start supplier negotiations from zero.

This leads to wasted time, higher costs, and slower innovation—all while competitions demand more technical rigor each year.

 

Current Market Gap:

Although solutions such as Notion, Google Drive, or Confluence are available, they are generic and do not have motorsport workflows. They do not fit into CAD/CFD/FEA tools, telemetry data, and rulebooks, and they offer no organized way of knowledge transfer. What’s missing is a student-friendly, motorsport-specific knowledge management platform that captures technical decisions, integrates engineering data, and ensures continuity between batches.

 

My Solution: RaceVault

A digital knowledge-transfer and project management platform designed specifically for student motorsport teams.

Core Features:

  • Subsystem Workspaces → Prebuilt templates for Aero, Suspension, Powertrain, Chassis, and Electronics with standardized fields (constraints, load cases, validation tests).

  • Decision Graphs → Every design choice is linked to alternatives considered, simulations, trade-offs, and final reasoning.

  • Data Integration → Connects with CAD/PDM, CFD/FEA logs, DAQ/telemetry, and BOM spreadsheets; auto-tags and links artifacts.

  • Rules Diff Engine → Upload new rulebook; system highlights changes, flags impacted subsystems, and assigns tasks.

  • Test Data Locker → Stores telemetry, skidpad results, cooling tests, and endurance logs—tagged by driver, setup, and track conditions.

  • Supplier & BOM Manager → Central database of vendor contacts, quotes, lead times, QA notes, and part history.

  • Onboarding Tracks → Role-based learning modules (e.g., “Aero Newbie Path”) pulling best examples from past seasons.

  • AI Copilot → Private AI that answers team-specific queries like “Why did we pick 4130 steel for A-arms last year?” or “What failed in endurance at 70 km/h?”

 

Who Benefits:

  • Student Teams → Save time, avoid repeating mistakes, and design faster with historical insights.

  • New Members → Onboard quickly with structured training and access to past rationale.

  • Universities → Stronger performance in competitions, improved safety compliance, and better return on funding.

  • Alumni & Sponsors → Continued visibility and assurance that their past contributions are preserved and built upon.

  • Society → Fosters engineering excellence and innovation by ensuring that student projects evolve year after year instead of restarting from zero

 

Business Model:

RaceVault uses a tiered access scheme that is student-friendly and affordable. At the first tier, Freemium Access will enable all teams to utilize the basic features, including templates, structured storage, and onboarding tracks, entirely without fee implementation. In those teams desiring advanced functionalities, the Pro Subscription offers the team CAD and telemetry integration, the Rules Diff Engine, Supplier Manager, and the AI Copilot, among others, at a modest seasonal price. University Packages, to accommodate multiple-club institutions, provide discounted packages to ensure that a single license is used to benefit SAE, FSAE, and Baja teams. Lastly, alumni or sponsors via the Alumni Sponsorship Mode can sponsor team subscriptions directly and receive reports and a view of how their support is making the next generation of engineers successful.

 

Why This Matters To Me: 

Being a student of Aerospace engineering, an active participant in my university's SAE Baja club, I have come to know during my second year how fragile team knowledge can be. A considerable section of our club constitutes seniors who will graduate this year or next, and with them, much of the useful experience, technical information, and contacts with suppliers will also be lost. The current team is not the only one to suffer this loss, but we who will remain and continue racing in the future will suffer setbacks that will be felt over the long term. With no organized means of preservation of what our seniors know, we tend to make the same mistakes, waste budgets on trial and error, and waste weeks scouring the streets to retrieve some information that was supposed to be at our fingertips.

RaceVault is not merely a tool; it is the insurance of my team in the future. By preserving knowledge and data through every season, it ensures we spend less time retracing old steps and more time innovating, testing, and winning.

Votes: 24
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Comments

  • RaceVault is a creative and practical solution to a real challenge faced by student motorsport teams. The concept of storing design rationale and linking test data is especially useful. One area to improve could be user experience — adding a more visual, dashboard-style interface might make the platform more intuitive for new members. Additionally, including collaboration tools (like team chat or task boards) could enhance teamwork and make the platform even more comprehensive.
  • By combining data organisation, design rationale tracking, and rule compliance management into a single platform, RaceVault transforms how teams retain and build on past experience - reducing the error rate and ensuring team continuity!
  • The business model is thoughtfully tiered, but ensure pricing transparency early on—student teams are cost-sensitive and cautious about long-term commitments. Consider offering limited AI Copilot credits or demo integrations to prove value before full payment. A potential risk is over-complexity; lean on a clean, student-friendly UI rather than overloading users with engineering terms. Lastly, explore collaboration features for cross-team benchmarking—this could differentiate RaceVault as more than just an archive.
  • This concept shows great foresight in addressing team continuity, especially through rulebook change tracking and decision graphs. Still, you should think about how to maintain engagement after initial onboarding. Tools like this can fade if they depend on manual updates. Maybe introduce gamification or contribution metrics to keep teams actively documenting every season. Also, clarify how data privacy and access control between alumni, sponsors, and current team members are managed.
  • RaceVault tackles a very real pain point for university motorsport teams, and the structured subsystems and AI Copilot ideas are impressive. However, consider validating how easily teams can integrate existing data from prior seasons—legacy data formatting is often messy. A smoother import and auto-tagging process could make adoption faster. Also, you might face resistance from teams already using Drive or Notion; highlighting migration benefits could strengthen your pitch.
  • Hey, I've been thinking more about RaceVault, and it's a genuinely brilliant idea. You've moved beyond just identifying a problem and have mapped out a truly elegant solution.
    ​What really stands out is that you're not just trying to be another file storage system. You're building the team's institutional memory. Features like the Decision Graphs and the Rules Diff Engine are the exact tools that would save a team from repeating the same mistakes season after season.
    ​You're also right that heavyweight systems like 3DEXPERIENCE are too complex and miss the point. Your true advantage is being lightweight and purpose-built for a motorsport workflow. Honestly, this is one of the most well-thought-out project proposals I've ever seen. If you ever decide to build the simplest possible version of this, I think you'd find a lot of teams eager to use it.
  • This is an excellent and well-thought-out idea. RaceVault tackles a real problem faced by student motorsport teams and offers a smart, practical solution. The focus on preserving design rationale, integrating engineering data, and easing onboarding shows great insight. It’s inspiring how your own SAE Baja experience shaped such an impactful and future-ready concept.
  • This is such a smart and much-needed concept! You’ve identified a real pain point that every student motorsport team faces and offered a practical, long-term solution. The feature list feels detailed yet purposeful — especially the AI Copilot and Rules Diff Engine. It’s clear you’ve thought this through from both a technical and user perspective.
  • This is an awesome idea, Charitha! 🚀
    RaceVault really tackles a pain point every student motorsport team faces. You could also add something about data security and version control — ensuring designs and decisions stay safe and traceable even when multiple members edit them. That would make the platform even more powerful!
  • This is a brilliant and much-needed solution for student motorsport teams. Knowledge loss between batches is something almost every team struggles with, and RaceVault seems to address it from all angles — technical data, design reasoning, and supplier management. The Rules Diff Engine and AI Copilot features are especially impressive. As someone involved in FSAE, I can see this saving countless hours and helping teams evolve season after season. Great concept, Charitha! 👏
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