AI Routine, Very Optimized

How Arvo Works
The Technology Behind Your Training

20 AI Agents
Set-by-Set Progression
8+ Methodologies

See how 20 AI agents work together to coach you. They adapt in real-time, support proven training methods, and learn your preferences.

20 AI Agents Working Together

Each agent has one job. Together, they create smart workout plans that adapt to you.

Planning Layer

Builds your workout structure and picks exercises

3 agents

SplitPlanner

Plans your weekly workout split based on goals and schedule

ExerciseSelector

Picks the best exercises for your equipment and target muscles

RationaleGenerator

Explains why the AI made each decision in plain English

Execution Layer

Runs the numbers and delivers coaching in real-time

2 agents

ProgressionCalculator

Figures out your next weight in under 500ms

AudioScriptGenerator

Creates voice coaching cues for each set

Validation Layer

Checks that changes are safe and make sense

3 agents

SubstitutionValidator

Checks that exercise swaps work the same muscles

ModificationValidator

Makes sure your changes are safe and effective

ReorderValidator

Keeps exercises in the right order for best results

Learning Layer

Spots patterns and remembers your preferences

3 agents

InsightsGenerator

Finds useful tips from your workout notes

MemoryConsolidator

Remembers what you like and dislike long-term

PatternDetector

Spots trends in your training habits

Specialized Agents

Expert helpers for specific tasks

9 agents

EquipmentVision

Scans gym equipment with your camera

HydrationAdvisor

Reminds you to drink water at the right times

FatigueAnalyzer

Tracks how tired you are during workouts

InjuryPrevention

Watches for signs of injury risk

VolumeOptimizer

Keeps your training volume in the sweet spot

DeloadTrigger

Tells you when it's time to take it easy

WeakPointTargeting

Finds and fixes your weak points

CycleIntelligence

Learns from your training over multiple cycles

SupportChatAgent

AI chat assistant with real-time access to your training data

20specialized AI agents powering your training

Real-Time Set-by-Set Progression

After each set, Arvo checks 6+ factors and suggests your next weight. All in under half a second.

Set 1Completed
100kg
Weight
12
Reps
RIR 1
Effort
AI Processing...
Set 2AI Suggested
102.5kg
+2.5kg
8-10
Target
RIR 1-2
Target
Response: <500ms

Factors Considered

Reported RIR

How many reps you had left in reserve on the previous set

Mental Readiness

Your pre-workout mood and energy assessment

Performance Trend

How your performance compares to previous sessions

Mesocycle Phase

Accumulation, intensification, or deload phase

Actual Rest Time

Time elapsed since your last set

Fatigue Accumulation

Cumulative fatigue from earlier exercises

"The difference between good and great training is the micro-adjustments. Arvo makes these automatically."

Training Methods with Scientific Fidelity

These aren't watered-down versions. Each method is built from the source with full detail.

362+ lines

Kuba Method

Kuba Cielen

Evidence-based parametric training with 2 working sets per exercise at RIR 0-1

  • MEV/MAV/MRV volume tracking
  • 3-1-1-1 tempo prescription
  • 6-week periodization cycles
532+ lines

Heavy Duty / HIT

Mike Mentzer

High-intensity training to absolute failure with extended recovery periods

  • 1-2 sets to failure per exercise
  • 4-7 day recovery windows
  • Pre-exhaust supersets

FST-7

Hany Rambod

Fascia Stretch Training with 7 sets on final exercise for extreme pump

  • 7 consecutive finishing sets
  • 30-45s rest between sets
  • Posing between sets

Y3T

Neil Hill

Undulating periodization across 3-week microcycles with varying rep ranges

  • Week 1: Heavy (6-8 reps)
  • Week 2: Hybrid (8-12 reps)
  • Week 3: Hell (15-30+ reps)

Mountain Dog

John Meadows

Multi-faceted hypertrophy with 4-phase workout structure

  • Pre-activation phase
  • Explosive & pump phases
  • Loaded stretching finish

DC Training

Dante Trudel

High-frequency, low-volume training with rest-pause and extreme stretching

  • Rest-pause sets
  • Extreme stretching
  • 2-way split rotation

PHAT

Layne Norton

Power Hypertrophy Adaptive Training combining strength and size work

  • Power days (3-5 reps)
  • Hypertrophy days (8-15 reps)
  • 5-day weekly split

HST

Bryan Haycock

Hypertrophy-Specific Training with strategic deconditioning

  • Progressive rep reduction
  • 15→10→5→negatives
  • Strategic deconditioning

Scientific Fidelity

Each method has hundreds of rules built in. The AI uses these rules to make real decisions—not guesses.

Context-Aware Volume Tracking

The AI calculates how much volume each muscle needs. It adjusts based on your recovery and training style.

Weekly VolumeChest - Week 3
MEV
MAV
MRV
14 sets/MAV: 16 sets
MEV
Minimum
MAV
Optimal
MRV
Maximum

Volume Landmarks Explained

MEV - Minimum Effective Volume

The minimum volume needed to maintain your current muscle mass and strength.

MAV - Maximum Adaptive Volume

The optimal range for maximum muscle growth - your sweet spot for hypertrophy.

MRV - Maximum Recoverable Volume

The maximum volume you can recover from. Exceeding this leads to overtraining.

3 Automatic Deload Triggers

Performance decline detected across multiple sessions
Accumulated fatigue markers exceed threshold
Approaching MRV limits for multiple muscle groups
Auto-calculatedper muscle group

Advanced Training Techniques

AI-guided intensity methods for maximum muscle stimulus. Applied intelligently based on your fatigue, exercise type, and training approach.

How AI Applies Techniques

The AI considers multiple factors before suggesting an advanced technique

Exercise Type

Compound vs isolation

Fatigue Level

Accumulated session fatigue

Training Approach

Methodology requirements

User Experience

Beginner to advanced

Drop Set

Reduce weight, continue without rest

Intermediate

Perform reps to near failure, immediately reduce weight by 20-25%, and continue for 2-4 additional drops without rest.

When AI applies this:

Applied to isolation exercises to maximize muscle fatigue at the end of a workout.

Example config:3 drops, -20% weight each

Rest-Pause

Brief 10-15s pauses within a set

Intermediate

Complete reps to near failure, rest 10-15 seconds, then continue for 2-4 additional mini-sets.

When AI applies this:

Used when seeking extra volume without additional exercises.

Example config:3 mini-sets, 12s rest

Superset

Two exercises back-to-back

Beginner

Perform two exercises consecutively with no rest between them, then rest after both are completed.

When AI applies this:

Pairs agonist-antagonist muscles (e.g., biceps/triceps) or same muscle group for time efficiency.

Example config:Bicep curl + Tricep pushdown

Top Set + Backoff

Heavy set + lighter volume sets

Intermediate

Perform one heavy top set at 3-5 reps, then reduce weight by 10-15% for 2-3 higher-rep backoff sets.

When AI applies this:

Applied to main compound lifts for strength and hypertrophy balance.

Example config:1×4 heavy, then 3×8 at -15%

Myo-Reps

Activation set + mini-sets

Advanced

Perform an activation set of 12-20 reps, then 3-5 mini-sets of 3-5 reps with only 3-5 seconds rest.

When AI applies this:

Maximizes effective reps on isolation exercises for advanced lifters.

Example config:15 reps + 4×4 with 5s rest

Giant Set

3+ exercises consecutively

Intermediate

Perform 3 or more exercises for the same muscle group back-to-back with no rest between exercises.

When AI applies this:

Used for extreme metabolic stress and time-efficient workouts.

Example config:Chest fly → Push-up → Cable crossover

Cluster Set

Micro-pauses between rep clusters

Advanced

Break a set into clusters of 2-3 reps with 15-30 second intra-set rest periods.

When AI applies this:

Applied to heavy compound lifts for strength focus while managing fatigue.

Example config:6×2 with 20s intra-rest

Pyramid

Progressive weight changes

Beginner

Progressively increase (ascending), decrease (descending), or both (full pyramid) the weight across sets.

When AI applies this:

Used for warm-up progression or exploring different rep ranges in one exercise.

Example config:12→10→8→6 reps, +weight each set
8
Techniques
AI
Guided
Auto
Applied

Exercise History & Plateau Detection

The AI tracks every exercise you do. When progress stalls, it tells you and suggests a fresh movement.

🏋️

Bench Press

Exercise history

1
Week 1 • Started+2.5kg
4
Week 4 • Progressing+2.5kg
Week 8 • StalledPlateau

100kg × 8 reps → 100kg × 8 reps

AI suggests: Try Incline DB Press

Similar movement pattern, fresh stimulus for chest development

How It Works

Exercise History Tracking

AI knows how many consecutive weeks you've been using each exercise. No manual tracking needed.

Automatic Plateau Detection

Detects when an exercise hasn't progressed for 4+ weeks. Get alerted before you waste time on stale movements.

Smart Exercise Rotation

Conservative exercise suggestions when plateau is detected. Maintains training stimulus while breaking stagnation.

4+
weeks without progress
Auto
detection

More Built-In Features

Everything you need to train smarter. All included.

Voice Coaching

AI creates audio cues for each set. Just listen and lift. No screen needed.

Works Offline

All AI runs locally. No internet needed at the gym. Data syncs when you're back online.

Equipment Scanner

Point your camera at gym equipment. The AI identifies it and suggests exercises.

Simple & Pro Modes

Simple mode: zero decisions, just lift. Pro mode: full control over every detail.

Share Workouts

Share your workouts or cycles with a link. Control what others can see.

Progress Photos

Track your physique over time. Front, side, and back photos organized by date.

Apple Health & Health Connect

Your workouts and health metrics sync automatically with Apple Health on iOS and Health Connect on Android. Logged in Arvo, visible everywhere.

AI Support Chat

Got Questions? Ask Arvo

AI-powered support that actually knows your training. Personal data access, training knowledge, 24/7 availability.

How am I progressing on bench press?

Reads Your Data, Takes Action

100+ tools that act, not just answer: generate and edit your split and workouts, swap exercises, log sets in chat, import plans from PDF or photo and your history from Hevy, Strong, or Fitbod. It remembers injuries and preferences—a memory you can review and edit—with interactive canvases on desktop.

24/7 Multilingual

Always available. Responds in Italian and English automatically based on your language.

Training Knowledge Base

Knows Kuba, Mentzer, FST-7, Y3T, Mountain Dog + training concepts like RIR, RPE, MEV/MAV/MRV.

Why Arvo is Different

See how Arvo stacks up against other fitness apps.

FeatureArvoFitbodFreeleticsStrongHevyJuggernautAIEvolve AIZing AIDr. MuscleCaliber
AI Agents
20 specialized
1 generic
0
0
0
1 (powerlifting)
1 (strength)
1 generic
1 generic
Human coach
Set-by-Set Progression
Methodology Support
Kuba, Mentzer, FST-7...
Generic
Generic
Manual
Manual
Powerlifting
Strength
Generic
Generic
Coach-based
RIR/RPE Tracking
MEV/MAV/MRV Tracking
Pattern Learning
AI-Validated Substitutions
Natural Language Notes
Offline Support
Full support
Partial support
Not supported

Comparison based on publicly available feature information as of 2024. Features may vary by subscription tier.

Technical Specifications

The real numbers behind Arvo. All facts you can check.

20
specialized AI agents
<500ms
progression calculation
7
context awareness levels
362+
lines Kuba config
532+
lines Mentzer config
MEV/MAV/MRV
auto-calculated
3
automatic triggers
4
pattern detection types
0.5-1.0
confidence scoring
Multi-cycle
trend analysis

Quotable Facts

"20 specialized AI agents working together"
"Set-by-set progression in <500ms"
"7-level context awareness hierarchy"
"362+ lines of Kuba Method configuration"
"532+ lines of Mentzer HIT configuration"
"MEV/MAV/MRV auto-calculation per muscle"
"3 automatic deload triggers"
"4 pattern detection types"
"Confidence scoring 0.5-1.0"
"Multi-cycle trend analysis"
NEW IN 2026

Just shipped — five features worth their own landing

The April release added social training, AI cardio, a native Wear OS companion, a per-muscle recovery map, and first-class custom equipment.

NEW IN MAY–JUNE 2026

The May–June drop — fuel, benchmarks, and a coach that speaks up mid-set

Seven more shipped features: full nutrition tracking, strength percentiles built on real lifter data, in-workout alerts, medals, multi-gym support, an AI memory you can inspect, and iPhone Live Activities.

Fuel — Nutrition Tracking

Macros, water, and salt with AI photo-meal logging, barcode scanning, weekly insight cards, and community recipes parsed by AI. Its own tab on mobile, full web app.

Explore

Strength Benchmarks

Percentiles for 16 lifts, segmented by sex, age, experience, and bodyweight. AI-calibrated standards blend into real anonymized lifter data as each segment passes 25 users. Push on every new PR — included in the free tier.

Explore

In-Workout Alerts

A PT that speaks up while you train. 12 cue types in 5 priority tiers, safety always first: unusual load jumps, high heart rate from your watch, gear reminders — then PRs, strength and tonnage milestones, warm-up ramps, rest coaching.

Explore

Medals

20 achievements across 6 categories — streaks, PR counts, volume clubs, exercise variety, completed cycles. Earned from your real training history.

Explore

Gym Profiles & Plate Inventory

Train at two gyms? Switch profiles with per-gym equipment, and tell Arvo which plates you own — load suggestions only recommend weights you can actually build on the bar.

Explore

AI Memory You Control

The coach remembers injuries, preferences, and constraints across sessions. Every memory is inspectable — swipe Memory Cards on mobile, or review and delete each one from the web dashboard.

Explore

Live Activity & Dynamic Island

Your rest timer and current set on the iPhone lock screen and Dynamic Island — no unlocking mid-set. Pairs with the native Apple Watch app for on-wrist logging with live heart rate.

Explore
All

Full release history

Dates, details, and fixes for everything above — and every release before it — in the changelog.

Read the changelog

Ready to Train Smarter?

Join athletes using AI-powered training. Complete your first AI-generated workout in minutes.

5-minute onboarding
Instant workout generation
Free to start

No credit card required. Passwordless magic link authentication.
Your data is yours. Privacy-first design.

Get it on Google PlayDownload on the App Store