PRODUCT CASE STUDY — 04
SwimPilot
An all-in-one swimming pool management platform — from front desk check-ins to finance.
SwimPilot gives pools, aquatic centres and swim schools one dashboard for memberships, timed pool sessions, live occupancy, payments, lessons and member engagement — plus the daily operational details like expiry countdowns and forgotten-check-in cleanup.
A pool's hardest hour is the front desk at 6 AM. SwimPilot is designed for that moment — check-ins, live occupancy and renewals in seconds.
TYPE
Client product build
DOMAIN
Aquatics operations
STAGE
In production
PLATFORMS
Web dashboard + member portal
STATUS
Multi-tenant SaaS
ROLE
Full-stack engineering
01 — THE STARTING CASE
Pool operations are run from a register at the front desk.
Swimmers check in on paper, nobody tracks how long anyone has been in the water, memberships expire unnoticed, and month-end revenue is reconstructed from cash box notes and memory.
01
Check-ins have no memory
Paper registers can't answer who is in the pool right now, how long they've been swimming, or who forgot to check out.
02
Renewals are discovered late
Expiring memberships sit invisibly until a swimmer is turned away — the worst possible moment to ask for a renewal.
03
Lessons and money drift apart
Coaching batches, trainer allocation and payments live in separate systems, so attendance and revenue never quite reconcile.
02 — WHY THIS PRODUCT NEEDS TO EXIST
The front desk is the product.
Pools have a rhythm gyms don't: sessions are timed, capacity is physical, and the front desk makes dozens of micro-decisions every hour. Software for pools has to make those seconds-fast, not add admin.
SwimPilot's core is the check-in moment: every entry opens a timed session with an expected exit, a live "in the pool" board shows occupancy with countdowns, forgotten sessions auto-close overnight, and membership expiry is a sortable countdown — so renewals happen before the swimmer is turned away.
SECONDS MATTER
Check-in is one search and one tap — the board, timers and dues are visible without leaving the desk.
THE POOL IS PHYSICAL
Occupancy, slots and expiry are real constraints the product models, not report afterthoughts.
NEVER BLOCK, ALWAYS INFORM
Timers inform the desk instead of gatekeeping swimmers — software assists judgement, it doesn't replace it.
03 — WHAT WE BUILT
The full swim operation, from deck to books.
SwimPilot covers the operational and financial loop of a pool business on one multi-tenant platform shared across branches and roles.
01
Timed sessions & Pool Deck
Every check-in opens a slot with a live countdown; the Pool Deck board shows who's in the water, who's overdue, and auto-closes forgotten sessions overnight.
02
Memberships & renewals
Passes with expiry countdowns sorted soonest-first, day passes labelled honestly, and renewals surfaced before they lapse.
03
Finance & retail
Payments, invoices, expenses, point of sale, products and inventory — the money side reconciled in the same system as attendance.
04
Growth & retention
Leads, campaigns, coaching batches, at-risk member flags and WhatsApp/SMS/email automations to keep the pool full.
04 — UNDER THE HOOD
Same proven architecture, pool-specific domain.
Monorepo
Dashboard
API
Automation
Domain
05 — PRODUCT PRINCIPLES
The rules that keep the platform coherent as it grows.
•
Built for 6 AM
Every front-desk flow is designed for speed, big touch targets and zero training.
•
Live means live
Occupancy, countdowns and expiry counts reflect the pool's actual state, auto-refreshing without reloads.
•
Money stays reconciled
Sessions, passes and payments share one model so revenue reports are trusted, not reconstructed.
•
Growth is a workflow
Leads, campaigns and at-risk flags turn retention into daily operations instead of year-end surprises.
A vertical SaaS taken from domain insight to working product.
SwimPilot demonstrates how the AryaStack platform architecture adapts to a brand-new vertical: pool-specific workflows (timed sessions, live boards, expiry) modelled in a tested domain layer and shipped on production infrastructure.
STRATEGY
Started from the front desk's real hour-by-hour reality and built the product around the check-in moment.
DESIGN
Mobile-first operational surfaces — card stacks on phones, dense boards on desktops, countdowns everywhere.
ENGINEERING
Live session state, scheduled auto-close jobs and multi-branch RBAC on the shared Nx + NestJS foundation.
06 — WHAT COMES NEXT
A roadmap expressed as capabilities, not speculative promises.
The platform runs real pools today; the roadmap deepens deck operations and member-facing self-service.
NOW
Now
Timed sessions, live Pool Deck, membership countdowns, finance and automation in production.
NEXT
Next
Member self-service — personal QR check-in, renewal reminders and booking lessons from the phone.
LATER
Later
Multi-pool chains with shared passes, lane scheduling and occupancy-based capacity rules.
NEXT PROJECT
Build the next system with AryaStack.
If your product problem is still messy, that is a good starting point. We help turn ambiguity into a system teams can ship and evolve.