AI for Property management

Sample Build Sprint Pack

What the $10,000 Build Sprint delivers.

A sample Build Sprint Pack for Turnly on Brickwren, a fictional short-term rental operations platform. Three weeks: one user outcome working in staging, with the evidence to decide on production.

What you get

  • One user outcome working in your staging, behind a feature flag
  • Pull requests to your repository, reviewed by your engineers
  • Quality and safety evals against the bar you agreed
  • The cost per property on two models, and a packaging recommendation
  • A fixed-price quote for production; the $10,000 counts toward it

Illustrative demo on a fictional management company. Not client work.

The outcome

Managers book turnovers in chat and see the gaps first.

Three related capabilities, built in your repository on sample properties and bookings, behind a feature flag.

Built in the Sprint

  • Booking and job tools on your own APIs, under each user's login
  • Overlap and check-in checks with timezone-safe dates
  • A briefing for cleaner managers

How the three weeks run

  • Week 1: APIs and roles mapped, eval set agreed with your reviewer
  • Week 2: capabilities built as pull requests to your repo
  • Week 3: evals, cost to serve, the Sprint Pack and the quote

01 · Evals

Quality measured on your eval set.

Illustrative results on a fictional product.

Cleanings booked inside the right window96 of 10095%
Overlaps and check-in conflicts caught40 of 40100%
Times correct in the right timezone100 of 100100%
Owner action reached from a cleaner session0 of 30 attempts0

02 · Cost to serve

A cost per property before you price it.

Compared on two models, with the assumptions shown. Your figures come from your own usage.

03 · Packaging

Include it, or sell it as a tier.

A recommendation from the cost per property and what your managers said in the Sprint.

04 · Quote

A fixed price to take it to production.

The fixed quote is in your Sprint Pack. If you go ahead, the $10,000 counts toward it; if you stop, you keep what we built.

See what a Build Sprint would deliver on your platform.

Bring the outcome your users ask for. In 30 minutes we agree whether a module fits and what the Sprint would build.

Calls run in US Central time. No generic AI presentation: we discuss your product, users and production constraints.