Program with reps in reserve, log effort per set, and let the platform turn that data into the next prescription. No spreadsheet rewrites, no static load tables - and the coach still owns every meaningful decision.
The repeatable math runs inside the software. The programming judgment stays with the coach.
Set per-exercise RIR or RPE ranges, sets, reps, and progression rules in the exercise program builder — organized into periodized blocks, each with its own exercises and RIR progression (e.g. 4→2 in an accumulation block, 2→0 in a peak). Program hypertrophy and strength styles in the same client plan.
The mobile workout view asks the client to log load, reps, and RIR (or RPE) on each tracked set. Rest timers and prior-session reference loads are visible so logging is fast and consistent.
When auto-periodization is on, the next session adjusts prescribed load from recent RIR trends per movement. The system holds steady on under-recovered weeks instead of forcing a linear bump every session.
When effort creeps up across multiple sessions on the same movement pattern, the platform flags a deload candidate in the analytics dashboard. The coach decides whether to confirm the deload or push through.
Most platforms treat effort logging as a notes field. CoachingPortal treats RIR as structured data: it surfaces in analytics, drives autoregulation, and feeds deload detection. Coaches who program with effort targets get a system that understands the prescription style instead of forcing a workaround.
The approach is informed by published RIR research, including Zourdos et al. (2016) on rating accuracy and Schoenfeld et al. (2017) on volume and proximity to failure - cited directly on the science page.
A RIR (reps in reserve) coaching platform is software that lets coaches program with effort targets - prescribing how close to failure each set should land - and lets clients log effort per set so the system can use that data to adjust future load, volume, and deload decisions. CoachingPortal is a RIR coaching platform built around RIR-based autoregulation as a first-class feature, not an after-thought toggle.
RIR (Reps In Reserve) describes how many additional reps the lifter could have completed before failure on a given set. RPE (Rate of Perceived Exertion) is typically expressed on a 10-point scale where the equivalent calculation is 10 minus RIR. Both describe the same underlying signal - proximity to failure - but RIR is direct and tends to be easier for clients to apply session-to-session. CoachingPortal supports both, with a built-in RPE-to-RIR converter for coaches who use the two interchangeably.
Yes. The mobile workout interface prompts clients to log a RIR (or RPE) value alongside reps and load on every set the coach flags for autoregulation. Optional sets can also be logged. The data is then visible to the coach in the weekly check-in view and feeds the progression engine for the next session.
Yes. When the coach enables auto-periodization, the platform uses recent RIR trend data to adjust prescribed load on the next session and surface deload candidates when effort drifts upward across multiple sessions. Coaches always retain override control - the system proposes adjustments, the coach can accept, modify, or hold a load steady on a case-by-case basis.
No. RIR-based programming is well-supported by research for hypertrophy, general strength, and mixed strength-and-conditioning work. It is especially useful any time client readiness varies week to week - meaning almost every real-world online coaching roster. The system can be turned off for clients on percentage-based, fixed-load, or competition prep blocks where RIR autoregulation would interfere.
Free for up to 5 clients with every feature included - including RIR logging, auto-periodization, and the full analytics dashboard.