Approved Exercise Library: automation that stays inside your methodology

Short answer

An approved exercise library is the set of exercises a gym, chain or franchise approves for WizFit to use when generating training plans. The AI does not pick freely from a universal catalog: it works inside the framework the organization has defined.

It matters because it lets you scale with AI without giving up methodological control. The gym still decides which exercises represent its method, and automation handles the repetitive work of applying it member by member, location by location.

Short definition

Approved Exercise Library: the set of approved exercises and criteria that defines the universe WizFit plans within.

The problem with automating without a methodology framework

The risk is not AI itself, but automating without organizational guardrails. With no defined framework, every plan depends on whoever generated or corrected it.

  • Exercises show up that leadership does not want as part of the service.
  • Wide differences between coaches for members with the same profile.
  • Brand methodology becomes hard to hold together as the team grows.
  • Improvisation on the floor when no approved alternative exists.
  • Each location drifts into its own criteria without anyone deciding it.
  • Variants get used that are not part of the gym's standard.
  • More rework: someone reviews and rewrites what was already generated.

Same member. Same location. Two methodologies.

To see the concept clearly, hold everything constant and change one variable: the approved methodology framework. Same profile, same available equipment, two brands with different criteria.

The same member

  • Goal — General hypertrophy
  • Level — Intermediate (2 years of consistent training)
  • Frequency — 4 days per week
  • Availability — 60 minutes per session
  • Restrictions — No active injuries or recorded limitations

The same available equipment

  • Racks, barbells and plates
  • Dumbbells up to 40 kg
  • Leg press and hack squat
  • Hip thrust machine
  • Chest press and cable row
  • High and low cable stations

Brand A

Methodology built on guided machines and conservative progression.

  • Prioritizes guided machines for lower-body patterns
  • Approves machine hip thrust as the main glute movement
  • Excludes technically demanding variants at intermediate level
  • Progresses by adding reps before adding load

Brand B

Methodology built on free weights and barbell fundamentals.

  • Prioritizes free weights for lower-body patterns
  • Approves barbell hip thrust as the main glute movement
  • Excludes certain guided machines from its service standard
  • Progresses by adding load within fixed rep ranges

How the planning decisions change

These are not full routines: they are the specific decisions where the approved framework drives the choice. Everything else in the context is identical.

Plan block

  • Squat pattern — Guided hack squat — Barbell back squat in the rack
  • High-volume leg push — 45° leg press — Walking lunges with dumbbells
  • Hip extension — Machine hip thrust — Barbell hip thrust off a bench
  • Horizontal upper-body push — Guided chest press — Barbell bench press
  • Horizontal pull — Neutral-grip cable row — Pronated barbell row
  • Week-to-week progression — Add reps within the range before adding load — Add load while keeping the rep range

The member and the equipment are identical. The decisions differ because the authorized methodology framework is also part of the planning context.

What stays the same and what changes

This makes clear that the difference between the two plans is not arbitrary: it is a different methodology applied to the same case.

Stays the same

  • The member and their profile.
  • The training goal.
  • Experience and level.
  • Weekly frequency and availability.
  • Recorded restrictions.
  • The equipment available at the location.

Changes

  • The exercises each organization allows.
  • The variants chosen for each pattern.
  • Methodological priorities where they apply.
  • The specific planning decisions inside the approved framework.

The member's context is the same. What changes is the methodology WizFit has to respect.

How it works, conceptually

Order matters: first the organization's framework and the context, then plan generation.

  • The gym, chain or franchise configures which exercises and criteria belong to its method. That definition is a human decision, not something WizFit infers on its own.
  • Goal, level, frequency, experience and recorded restrictions. This is the basis of hyperpersonalization.
  • Each location has its equipment configured in the platform. Equipment-aware AI limits planning to what actually exists on that floor.
  • Nexus connects member, location and organizational rules into a single logic, so criteria do not depend on who generates the plan.
  • The result is a plan aligned with the methodology, which staff can review and approve before publishing it to the member.

To be precise: WizFit does not invent the methodology or learn it by itself. The organization defines and configures its framework; the platform uses it when planning.

Two different filters, one result

Approved Exercise Library and Equipment-aware AI answer different questions and complement each other. The final plan comes from the intersection of both with the member's context.

Equipment-aware AI

Which exercises are possible at this location?

Approved Exercise Library

Which exercises does this organization want to allow?

Member context

What does this specific member need?

An executable plan aligned with the methodology

Member context + available equipment + approved methodology. A plan that can be executed on that floor and still respects the brand standard.

See Equipment-aware AI: same member, two locations, two plans

Why it matters for chains and franchises

A network can allow local autonomy without losing the central standard. Locations differ, but the method can still be recognizable.

  • Each location can have different equipment and still work with shared criteria.
  • Different coaches and different member profiles, with the same methodological identity.
  • A common library as the reference for the whole network.
  • Fewer corrections: less rework on plans that start inside the standard.
  • The standard stops depending on each person's memory or experience.
  • The brand can grow without diluting what makes it distinctive.

WizFit lets you adapt local execution without losing the brand's core methodology.

Approved library vs open catalog

The difference is not how many exercises exist, but who defines the framework planning happens within.

Open catalog

Approved Exercise Library

  • AI can choose from a broad universe — Planning uses approved exercises
  • Less brand control — More methodological control
  • More downstream adjustments — Fewer corrections on criteria
  • Hard to standardize across locations — More consistent method across units
  • Generic automation — Automation inside the standard

Who gets the most value

Methodological control weighs differently depending on the operation.

  • Chains that need a recognizable standard across locations.
  • Franchises that must hold the brand together with different local teams.
  • Gyms with their own method and a defined training identity.
  • Premium brands where consistency is part of the service.
  • Operations with many coaches, where criteria tend to drift.
  • Gyms that want to use AI without giving up control over what gets prescribed.
  • Organizations that want to standardize across units without freezing the operation.

What the organization does and what WizFit does

  • The organization defines and configures its approved library and criteria.
  • WizFit uses that framework when generating plans.
  • WizFit does not create methodology rules automatically or infer them from manuals.
  • WizFit does not audit coaches on its own.
  • Staff keep review and final approval before a plan is published.

In one line

The Approved Exercise Library lets WizFit use AI inside the methodology defined by the gym, not outside it.

Frequently asked questions