VeloCore Intelligence

The engine behind every briefing.

Five specialized intelligence modules working in concert — analyzing route, weather, terrain, physiology, and conditions to produce pre-ride clarity no single data source could deliver alone.

Purpose-built intelligence.

VeloCore isn't a wrapper around a weather API. It's a purpose-built intelligence engine that interprets cycling-specific data through five route-aware modules — each designed for a dimension of the ride that generic tools ignore.

Data Inputs

Route GPX/FIT
Weather Grid Data
Wind Model
Elevation DEM
Rider Profile
Historical Conditions

Intelligence Engine

VeloCore

TempSenseWattSenseClimbSenseFuelSenseLayerSense

Outputs

Ride Brief

Pre-ride intelligence document

Ride Protocol

Time-aware action plan

Each module specializes in a dimension of the ride. Together, they produce a unified analysis that no single data source could deliver.

Module Architecture

Five modules. Every dimension covered.

TempSense

⚡ CycloTemp™

Route-segment temperature modeling

Maps temperature to every kilometer of your route, factoring altitude changes, time-of-day progression, microclimate zones, and solar exposure angle. The difference between "15°C" and "15°C at 1,800m in shade after 3 hours of climbing" is the difference between comfort and hypothermia.

Capabilities

  • Per-kilometer temperature mapping
  • Altitude-adjusted modeling
  • Wind chill factor calculation
  • Solar exposure analysis
  • Microclimate zone detection

WattSense

⚡ CycloWatt™

Power-to-terrain pacing intelligence

Analyzes your route profile against your power data to build a pacing strategy that accounts for gradient changes, fatigue accumulation, and wind resistance. Knows that the same climb at km 20 and km 120 requires fundamentally different power targets.

Capabilities

  • Gradient-aware power targets
  • Fatigue-adjusted pacing
  • Wind resistance modeling
  • Energy expenditure prediction
  • Critical effort zone identification

ClimbSense

Gradient analysis and climb intelligence

Identifies, classifies, and profiles every significant gradient on your route. Generates elevation profiles, categorizes climbs by difficulty, and provides segment-by-segment analysis. Integrates with WattSense for altitude-adjusted power zones.

Capabilities

  • Automatic climb detection and categorization
  • Segment gradient analysis
  • Altitude-adjusted effort zones
  • Visual elevation profiles
  • Descent risk assessment

FuelSense

Precision nutrition and hydration planning

Calculates exact caloric, carbohydrate, and fluid targets based on ride duration, intensity, temperature, altitude, and your metabolic profile. Places fueling windows on your route timeline — not on a generic hourly schedule.

Capabilities

  • Per-hour caloric targets
  • Route-aware hydration pacing
  • Temperature-adjusted fluid loss
  • Fueling window placement
  • Bonk risk prediction

LayerSense

Dynamic clothing intelligence

Builds a complete layering plan that adapts to route-point weather changes. Knows that a ride starting at 9°C under clouds and ending at 23°C in sun requires not just different clothing — but precise transition points and pocket-stowable layers.

Capabilities

  • Route-point clothing mapping
  • Transition point identification
  • Layer stowability analysis
  • Descent preparation alerts
  • Rain probability layering

What makes VeloCore different.

The gap between generic weather data and route-aware intelligence is the gap between checking the forecast and being properly briefed.

Route-Aware, Not Location-Based

Every calculation is tied to a specific point on your route. Temperature at km 85 reflects the altitude, time, and microclimate at km 85 — not the nearest weather station.

Cross-Module Integration

TempSense feeds LayerSense. ClimbSense feeds WattSense and FuelSense. Every module enriches the others. The result is intelligence that's greater than the sum of its inputs.

Cycling-Specific Interpretation

A 15 km/h wind is irrelevant to a runner. To a cyclist on an exposed ridge at hour four, it's a game-changer. VeloCore interprets data through the lens of cycling physics.

Temporal Intelligence

Conditions change throughout a ride. VeloCore models how weather evolves during your ride window — not just what it looks like at start time.

See VeloCore Intelligence in action

Browse Example Briefs

Five modules. One complete briefing.

VeloCore Intelligence powers every Ride Brief — turning your route file into a complete pre-ride analysis.