We rent Sector, our telemetry analysis platform, and automate the content operation: track data for better training, social media without repetitive work.
For Edel Racing Team we connected two of our own products to their operation: Sector — our telemetry analysis and performance management platform, which we keep developing as a product and rent to their team for drivers and the academy — and Velkin Content Hub, our scheduling and publishing system, which builds the calendar and publishes to social media from files the team prepares.
The intent is the same on both fronts: the team spends less time on repetitive tasks and more time on track, coaching, content, and growth.
"The system has to remove operational load and improve the next decision."Sector · Rented by Edel Racing Team
The system's home screen prioritizes what matters on track: new training session, session capture, active drivers, pending tasks, latest times, and recent sessions. The interface is built to be used fast, before or after getting in the kart.
Each session accepts CSV from a RaceBox Mini S (GPS, speed, G-forces) or XRK/XRZ files from an AiM MyChron 5 (RPM, steering angle, accelerometer, and gyroscope) — with a custom parser that detects and discards phantom laps from the AiM firmware. Both sources are resampled to 25 Hz, cross-referenced with the track's GPS map (KML overlay of the official layout), and feed an automatic corner-by-corner analysis: lateral G, minimum speed, and steering angle per zone.
Each analysis is generated across 16 technical sections, filtered by role: the driver sees driving technique and braking references; the mechanic sees setup, PSI, and geometry; management sees an executive summary and championship trends. The AI also proposes chassis adjustment hypotheses — pending → validated or rejected — which are passed as compressed context to the next session at that same track.
Sector wasn't built with a single client in mind: each team manages its own drivers, staff, and data in isolation. Five roles control what's visible and editable.
Full access: all teams, comparisons, and the admin panel.
Creates and edits sessions, sees comparisons only for their own team.
Creates sessions, uploads telemetry, and generates AI analysis.
Sees setups and data for their assigned drivers.
Sees their own profile, history, and pending tasks.
By session: best lap, gap to the leader, clean average, consistency, and each driver's best sector in the session. By track: historical ranking of the fastest lap ever recorded, with date and number of sessions run. Visible only to management and coaches — each director only sees drivers on their own team.
Besides Sector, Edel Racing Team uses Velkin Content Hub to reduce manual content work. The team uploads images to Google Drive; Content Hub builds the calendar, generates the caption with AI, passes it through Cloudinary as a delivery proxy, and publishes to Instagram and Facebook.
Five roles and teams with no cross-visibility — the same product runs for multiple clients at once.
GPS and G-forces from RaceBox, plus RPM and steering from MyChron — with automatic phantom lap detection.
Driver, coach, mechanic, and management each get exactly the information they need to decide.
Each adjustment proposed by the AI is validated or rejected, and that history informs the next session.
Live ranking for the day and historical best-lap ranking by track, with gap to leader and consistency.
Drive, Velkin Content Hub, Cloudinary, and Meta connected to publish content without repeating manual work.
Tell us what decisions are still being made by hand. The diagnostic is free, no commitment.