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Workout System
Workout coaching that progresses itself into your week.
Deliver the plan, capture structured logs, compare prescribed versus actual work, surface the signal, and make the progression decision. TrainedBy is built for coaches who need signal and intervention, not another wall of sets.
From plan to signal
Plan delivered
Client logs sets, reps, load, and RPE
System compares actual work to prescription
Signal lands in Weekly Cockpit
Coach decides the intervention
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The problem
Workout apps show logs. Coaches still have to read everything.
Most workout apps are strong at delivery and capture. The plan gets delivered, the client logs, and the coach receives a wall of sets, reps, loads, and notes. That is not the same as coaching signal. Workout logging is useless if the coach has to manually read all of it.
The hard part is not writing the workout plan. It is progressing the client through the plan once missed sessions, RPE drift, substitutions, stalls, and outperformance start changing the week.
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Product anatomy
The six-part workout system.
TrainedBy keeps the workout lane connected from the plan the coach writes to the decision the coach makes next week.
Plan delivery
The coach delivers the active workout plan in the client app, with exercises, sets, reps, RPE targets, rest, notes, and the progression rule attached.
Structured workout logging
The client logs sets, reps, load, RPE, substitutions, notes, and session completion as structured data, not as a free-text summary.
Prescribed versus actual
Every log is compared against the prescription: load shortfalls, rep shortfalls, skipped movements, altered rest, and missed sessions become visible.
Signal extraction
The system surfaces PRs, failed targets, repeated stalls, substitutions, pain notes, sudden drops, and consistency flags instead of dumping raw logs.
Progression decisions
The coach decides whether to add load, add reps, hold, pull back, simplify, or change stimulus based on the surfaced signal.
Weekly Cockpit handoff
The workout signal lands in Weekly Cockpit so the coach starts the week with the clients and movements that actually need a decision.
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Signal extraction
Eight signals a coach should not have to hunt for.
The useful read is not every set. It is the handful of changes that require a coaching decision.
PRs
New load, rep, volume, or estimated-strength highs the coach can celebrate and use as proof.
Failed targets
Prescribed rep or load targets missed against the actual log, especially when repeated.
Repeated stalls
Same load, same reps, same RPE across multiple weeks on a movement that should be progressing.
Skipped movements
Exercises in the plan that keep disappearing from otherwise completed sessions.
Substitutions
Repeated swaps that reveal equipment constraints, preference issues, pain avoidance, or session-length pressure.
Pain notes
Client-reported pain or discomfort notes surfaced for coach review, not diagnosis.
Sudden drops
Performance falling sharply from one exposure to the next without a clear logged reason.
Consistency flags
Late logging, batch logging, missed sessions, shortened sessions, and rest-time drift.
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Progression
Progression is a coach decision, not a chart.
The coach is choosing between a small set of moves. The system makes the branch easier to see. The coach still decides what fits the client.
Add load
Top of the rep range hit at the prescribed RPE. Increase load and keep the same structure.
Add reps
Reps are close and RPE is manageable. Keep load and push the rep target first.
Hold
The client needs another exposure. Same prescription, cleaner execution, better confidence.
Pull back
Reps are far short, RPE is too high, or recovery is clearly down. Reduce the load or volume.
Change stimulus
A real plateau has formed. Change one variable: rep range, variation, or volume.
Simplify
The client is missing sessions or cutting exercises. Trim the plan before blaming motivation.
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Three branches
Plateau, struggle, and excel are different decisions.
A client who is stuck, a client who is struggling, and a client who is flying should not receive the same adjustment. The workout system surfaces the branch. The coach picks the move.
Plateau
Signs
Three weeks of no movement on a lift, with adherence intact and no obvious recovery issue.
Coach move
Change one variable. Rep range, exercise variation, or volume. Do not rewrite everything.
Struggle
Signs
Reps short, RPE rising, sessions shortened, missed sessions, or life and recovery slipping.
Coach move
Protect the prescription. Hold, reduce volume, simplify the week, and talk to the client.
Excel
Signs
Top-of-range hits, lower-than-target RPE, strong recovery, and the client reporting the plan feels easy.
Coach move
Accelerate progression inside the structure. Do not abandon the block because one lift is flying.
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Weekly Cockpit handoff
The signal lands where the coach starts the week.
The workout system captures the session detail. Weekly Cockpit is where that detail becomes a ranked decision surface: PR rows, failed-target rows, repeated-stall rows, skipped-movement rows, and consistency flags next to the rest of the client week.
- The coach does not start Monday by opening every client's log history.
- Workout rows sit next to check-ins, nutrition adherence, progress, and payment signal.
- Quiet clients are not treated as automatically safe. Clients who need a decision surface first.
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Roster example
Thirty clients should not mean reading 2,400 sets.
A 30-client roster can produce roughly 2,400 logged sets in a week. The coach does not need 2,400 rows. The coach needs the 11 rows that matter: PRs to celebrate, failed targets to review, repeated stalls to adjust, skipped movements to investigate, and sudden drops to handle with care.
That is the product difference. TrainedBy is not asking the coach to scroll faster. It is making the signal visible so the coach can spend the week on intervention.
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AI framing
AI reads signal. The coach decides intervention.
AI can reduce the manual reading burden by surfacing likely PRs, failed targets, stalls, substitutions, and consistency drift. It does not replace the coach. It does not diagnose injuries. It does not decide the client relationship. The coach chooses the intervention, tone, timing, and next prescription.
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Comparison
Workout app, spreadsheet, or TrainedBy workout system.
Workout app
Good at delivery and capture. Often leaves the coach to inspect the raw data and decide what matters.
Spreadsheet
Flexible and familiar. Works while the roster is small, then turns progression into manual reading and memory.
TrainedBy workout system
Connects plan delivery, structured logs, prescribed-versus-actual comparison, signal extraction, and Weekly Cockpit handoff.
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Connected system
The workout lane belongs inside the coach operating system.
Workout signal is stronger when it sits next to nutrition, check-ins, body-composition proof, messaging, payments, and retention risk. That is the broader TrainedBy argument: serious online coaching should run from one operating system, not a separate workout app glued to the rest of the business.
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Common questions.
Is this a workout app?
It includes workout delivery and logging, but it is not positioned as another isolated workout app. The TrainedBy workout system connects plan delivery, structured logs, signal extraction, progression decisions, and Weekly Cockpit handoff inside the broader coach operating system.
Does it write workout plans?
TrainedBy helps the coach deliver and manage plans. AI can help draft structure and surface signal, but the coach owns the plan, exercise selection, progression logic, and intervention.
Does AI decide progression?
No. AI can surface likely signal, such as failed targets, repeated stalls, PRs, skipped movements, and consistency flags. The coach decides whether to add load, add reps, hold, pull back, simplify, or change stimulus.
What workout data does it use?
The useful data is structured: prescribed sets, actual sets, reps, load, RPE, rest, prescribed-versus-actual load, missed sessions, skipped exercises, substitutions, pain notes, late logging, and shortened sessions.
How does this connect to Weekly Cockpit?
Workout signal lands in Weekly Cockpit as ranked rows. The workout system captures and analyses the session data. Weekly Cockpit is where the coach sees which clients and movements need attention.
How does this help at 30+ clients?
At 30 clients, the coach can face thousands of logged sets per week. The point is not to show more logs. It is to surface the small number of PRs, failed targets, stalls, substitutions, and consistency flags that need a decision.
Can it replace the coach?
No. The coach remains the decision-maker. TrainedBy reduces manual reading burden and makes signal harder to miss, but it does not replace coaching judgement, context, or client communication.
Is it medical or injury advice?
No. Pain notes are coaching signal for review and appropriate referral where needed. TrainedBy does not diagnose injury, prescribe medical treatment, or replace qualified medical support.
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Stop reading every set. Start coaching the signal.
The plan matters. The logs matter. The decision matters most. TrainedBy keeps the workout loop connected so the coach can spend less time hunting and more time intervening.