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Lapcore

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Engineering Faster Drivers

Help every sim racer and motorsport enthusiast understand why they're slow, not just how slow they are. Lapcore transforms raw telemetry into coaching, engineering insights, and personalized improvement plans.

lapcore.netlify.app
Lapcore telemetry dashboard showing AI lap analysis, sector times, corner coaching, and driver rating for sim racing

Core Philosophy

Most telemetry software tells you:

"Here's your data."

Lapcore tells you:

"Here's exactly why you lost 0.32 seconds in Turn 7, what caused it, and how to fix it."

Primary Features

Your AI race engineer, driving coach, and data analyst — in one platform.

AI Race Engineer

Uploads telemetry → Analyzes lap → Finds mistakes → Explains them like a real engineer with estimated time gains.

Lap Comparison

Compare Driver vs Driver, Personal Best, or World Record. View Time Delta, Speed, Throttle, Brake, Steering, Gear, and Racing Line.

Corner Analysis

Every corner receives a score for Entry, Apex, and Exit quality with an overall score out of 100.

AI Coaching

"Your minimum speed at Turn 8 is 11 km/h lower than optimal." Specific, actionable advice — not generic tips.

Telemetry Dashboard

Interactive charts: Speed, RPM, Gear, Steering, Brake, Throttle, Tire Temps, Suspension, G-Force, and Fuel.

Time Loss Detection

Auto-detects biggest mistakes, worst corners, missed apexes, early/late braking, wheelspin, understeer, and oversteer.

Racing Line Comparison

Overlay your racing line with a faster driver's line and visualize the differences corner by corner.

Driver Rating

Scores for Consistency, Braking, Racing Line, Throttle Control, Smoothness, and Tire Management. Overall: 89/100.

Setup Analyzer

Compare wing, suspension, differential, tire pressure, camber, and toe setups with estimated lap time gains.

Car & Track Libraries

Every supported vehicle with specs, weight, power, and setup presets. Tracks with corner maps, racing lines, and braking markers.

Team Dashboard

For esports teams: coach reviews telemetry, assigns improvements, and tracks progress across all drivers.

AI Chat

Ask "Why am I slow?" or "Explain Turn 8." — the AI answers using your real telemetry data.

Technology Stack

Frontend

  • React
  • Next.js
  • TypeScript
  • Tailwind CSS
  • Framer Motion
  • Three.js

Backend

  • Python
  • FastAPI
  • PostgreSQL
  • Redis

AI & Data

  • Machine Learning
  • Computer Vision (future)
  • Telemetry Analytics
  • LLM Coaching
  • Predictive Models

Infrastructure

  • Docker
  • GitHub Actions
  • Cloud Deployment
  • Object Storage
  • Secure Auth

Product Roadmap

Phase 1 — Foundation

Core Platform

Telemetry upload, Interactive dashboards, Lap comparison, AI coaching, Session history.

Phase 2 — Expansion

Team & Engineering

Team workspaces, Live telemetry, Setup optimization, Track & car libraries, Driver ratings.

Phase 3 — Intelligence

AI Race Engineer

Full AI race engineer, Strategy simulator, Coaching marketplace, Community lap sharing, Multi-sim integrations.

Phase 4 — Ecosystem

Motorsport Engineering Platform

Educational academy, Professional team tools, APIs & SDKs, Enterprise solutions for esports and racing organizations.

Who It's For

🏎️

Sim Racers

🎮

Esports Teams

🎓

Motorsport Students

🏫

Racing Academies

🧑‍🏫

Driving Coaches

⚙️

Engineers

📹

Content Creators

🏁

Pro Racing Teams

Community Appreciations

Show your support for Lapcore

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