Topic guide
Training around pain, low readiness, and AI-drafted plans
Bad days are part of every program. These guides set the rules for what changes, who decides, and when training stops and a professional takes over.
7 guidesUpdated
See what to require when software drafts and adjusts training for your clients. Read the buyer's guide
Where to start, by situation
- Your client reports pain during a sessionThe pain scale for exercise, and what to change at each scoreBands for continue, modify, or stop
- Your client slept badly and feels flatHow to adjust a workout when your client is tiredWhich dose to change first, and by how much
- Back pain on a deadlift dayDeadlift alternatives for lower back pain, starting with the pain scoreHinge-specific triage and safer options
- Evaluating an AI workout toolHow AI workout generator safety should work before a plan reaches a clientWhat the filters should block before review
- Staff do not trust AI suggestionsWhat an explainable AI workout recommendation shows the coachWhat a usable explanation shows the coach
The rules every program needs before a bad day
These are coaching rules for qualified staff. Diagnosis and treatment belong to licensed professionals.
- 01
Ask the same questions every session
A 0-10 pain score, where it hurts, and whether it is familiar. Consistent questions make reports comparable from week to week.
Go deeper: The pain scale for exercise, and what to change at each score - 02
Use bands you agreed on before the session
0-2 and familiar: continue and monitor. 3-5: reduce load or range first, then the setup, then the exercise. 6-7: stop the movement that provokes it and choose a conservative alternative. Above 7, or sharp, worsening, radiating, or unfamiliar: stop and refer out.
Go deeper: Deadlift alternatives for lower back pain, starting with the pain score - 03
Let readiness change the dose
Poor sleep, high soreness, or low energy lowers volume or intensity for the day. Keep the session's intent where you can, and talk to the client when low readiness repeats.
Go deeper: How to adjust a workout when your client is tired - 04
Keep AI drafts behind hard rules and a human
Safety rules should remove exercises that conflict with a client's flags before a coach sees the draft, and a coach approves every change.
Go deeper: How AI workout generator safety should work before a plan reaches a client - 05
Make every change explainable
A coach should see which input changed the plan, what changed, and how to undo it.
Go deeper: What an explainable AI workout recommendation shows the coach
Every guide on workout safety
7 articles. Each answers one question.
Pain and injury reports
Updated 6 min read
The pain scale for exercise, and what to change at each score
A pain scale for exercise rates pain 0-10 and ties each band to a training change. At 0-2 and familiar, train and monitor. At 3-5, reduce load or range, or substitute.
Updated 6 min read
Deadlift alternatives for lower back pain, starting with the pain score
Common deadlift alternatives for lower back pain are light hip thrusts, sled pushes, hamstring curls, and split squats, chosen after a pain check. At 0-2/10, familiar and stable, proceed with care.
8 min read
Bench press alternatives for shoulder pain, chosen by pain score and position
Good bench press alternatives for shoulder pain are the floor press, board press, neutral-grip dumbbell press, landmine press, cable press, and incline push-up, chosen after a pain check.
Readiness and effort
Reading how ready a client is, and how hard a session really was.
Updated 7 min read
How to adjust a workout when your client is tired
When your client is tired, keep the session and lower the dose, smallest change first: drop a set from each lift, then cut load 5-10% or cap effort at RPE 7.
Updated 7 min read
The RPE scale for coaches, with reps in reserve and how to use it
The RPE scale rates how hard a set felt from 1 to 10, where 10 is maximal effort. For lifting, read it as reps in reserve: RPE 8 means about two more reps were possible, RPE 9 one, RPE 10 none.
Guardrails for AI-drafted training
Updated 6 min read
How AI workout generator safety should work before a plan reaches a client
A warning under an unchanged plan protects no one. These are the checks that change the draft itself, what each one catches, and what stays with the coach.
Updated 5 min read
What an explainable AI workout recommendation shows the coach
An explainable AI workout recommendation shows the coach four things: the client inputs it used, the rule or reason behind the change, exactly what changed from the original, and how to reverse it.
Common questions
When should a coach refer a client to a professional?
When pain is above 7/10, or sharp, worsening, radiating, or unfamiliar, or comes with numbness, tingling, or weakness. Also when symptoms do not settle after a week or two of reduced load. Stop loading the painful pattern and follow your facility's referral protocol.
Is it safe to train through mild pain?
Often, if the pain is low (0-2/10), familiar, stable during the session, and settled by the next day. Keep monitoring. If it climbs during the session or is worse the next morning, reduce the dose next time.
Can AI decide when to modify a workout?
It can flag that a change is needed and draft one, but it should not apply it alone. In RaiNGE, a pain score of 4/10 or more creates a pending adjustment that a coach approves or rejects. Nothing changes the plan automatically.
What is a readiness check-in?
A short daily report, usually sleep, soreness, stress, and energy, that shows how prepared a client is to train. Treat it as a prompt to adjust the dose. Several low days in a row deserve a conversation, not only a lighter session.
Other topics
Browse all articles- Program templatesI need a plan to start from. Which template fits this client?
- Exercise substitutionsThis exercise does not fit today. What do I swap in?
- AI for coachesCan AI help me program without taking over my coaching?
- Choosing softwareWhich software should run our programming?
- Software comparisonsWe already have a way to program. Is something else worth switching to?
Next step
See what to require when software drafts and adjusts training for your clients.