Building the modern engine for cycling innovation

Learn about what we build. We engineer next-generation cycling software, pairing breakthrough telemetry with intelligent adaptive training that elevates every ride.

Learn more
iOS
App Store
8
Ride Types
Road
Gravel · Climb
GPS
Built In
4.8★
App Store

VALI by Known Development — available now on the Apple App Store

What Known Development does

We built the cycling app
riders actually wanted.

VALI is a personalized cycling training system. It takes your goal, your schedule, your terrain, and your fitness — then builds a week that works. Not generic plans. Structure you can actually follow.

01 · Architecture

Goal-First Design

Tell VALI your target — distance, endurance, climbing, or target event. The entire training progression builds itself dynamically around your benchmark, adjusting week by week.

02 · Intelligence

Schedule-Aware System

VALI maps your real-world available training windows. Life happens — missed rides and shifted days recalibrate instantly to fit your routine rather than an unyielding coach's formula.

03 · Telemetry

Built-in Precision GPS

Record live rides, analyze real-time cadence and elevation, and unify your complete activity history inside one unified interface without needing third-party tool hopping.

Core Technology

Our adaptive engine.
Built for physiological precision.

We spent years building the proprietary computational engine behind modern endurance training. Our platform translates raw athlete inputs into mathematically optimized training volume with zero guesswork.

System 1.0 · Generation Pipeline

Algorithmic Microcycle Structuring

Most fitness apps recycle static calendar templates. Known Development's engine synthesizes physiological periodization models with multi-constraint solver algorithms—dynamically distributing endurance, threshold intervals, and rest according to real biological recovery.

Constraint-based day matching Active
Dynamic acute-to-chronic workload (ACWR) Calibrated
Automated taper & peak peaking curves Standard
Plan Engine · Microcycle Matrix
Target: 550 TSS / Wk
MON
Z2
32 km
TUE
REST
—
WED
TEMPO
45 km
THU
REST
—
FRI
CLIMB
38 km
SAT
LONG
92 km
SUN
RECOV
—
TOTAL DISTANCE
207 km
ELEVATION
+2,840 m
ADAPTIVE CTL
84.2 ↑
Production Release Pipeline
99.99% Crash-Free
v3.4.2 · Production Deploy Today
Optimized microcycle solver latency to <14ms; refined glass tab interaction states.
v3.4.0 · Telemetry Subsystem 4 days ago
Bluetooth LE dual-channel cadence stream stabilization and auto-reconnect logic.
v3.3.8 · Performance & Bug Fixes 8 days ago
Eliminated background GPS drift; zero dropped frames on 120Hz ProMotion displays.
RELEASE CYCLE
Weekly
CI SUCCESS RATE
99.8%
AVERAGE DEPLOY
4.2s
System 2.0 · Engineering Velocity

Continuous Shipping. Obsession with Clean UI.

We don't do quarterly deadlocks. Our engineering team ships rapid updates, performance optimizations, and instant bug fixes on a continuous release cycle. Above all, we maintain an uncompromising standard for uncluttered, razor-sharp user experience—no bloatware, zero friction, and pixel-perfect design.

Continuous release cadence Weekly Cycle
Strict clean UI design system & zero bloat Pixel Perfect
Rapid bug resolution & live patch deployment <24h SLAs

Company & Projects

Known Development.
We engineer VALI.

An engineering-led software studio with a single obsessive focus: building world-class endurance training infrastructure. We operate with lean teams, relentless shipping speed, and an uncompromising standard for UI elegance.

View App
01 · Product
VALI: Cycling Intelligence

Our flagship iOS training system. Available globally on the Apple App Store, built natively in Swift with custom metal-accelerated charting and sub-10ms telemetry sync.

Platform: iOS 16.4+ App Store ↗
02 · Corporation
Known Development LLC

Wyoming Limited Liability Company, established 2025. Focused on proprietary software development, data privacy compliance, and digital endurance sports innovation.

Status: Active & Registered United States
03 · Inquiries & Legal
Direct Correspondence

For institutional inquiries, enterprise partnerships, press, or platform integrations, our leadership team reviews all correspondence directly.

admin@knowndevelopment.com 2–3 Days