an AI room redesign app for homeowners
PROJECT OVERVIEW
What this app does
This app lets people create an account, upload a photo of a room, and receive four AI-generated redesign versions in different styles. Each version includes an estimated renovation cost and itemized price breakdown, and the completed package is available in the app and emailed to the user.
As an anonymous visitor, I can learn about the room redesign service and create an account
As a registered user, I can upload a room photo and request four AI redesigns in different styles with renovation cost estimates
As a registered user, I can review my completed redesign images and itemized renovation estimates
As a registered user, I can receive the completed pictures and price breakdown by email
The following user counts are projected totals after one year of growth
1000
anonymous_visitors
Public visitors who can learn about the redesign service and begin account registration.
4500
registered_users
Account holders who upload room photos, request AI redesigns, receive completion emails, and review results.
COST BREAKDOWN
How your requirements become a plan and a price
Momen doesn't give a vague quote: it first sizes the project's actual demand for each capability and resource, then costs each item out. The numbers in the 'Project demand' column below — their scale assumptions and derivations — are detailed in Scale & sizing
Minimum viable plan
BASIC
Multiple AI and email workflows require at least the BASIC plan.
See the capability-by-capability assessment ▾
PROJECT DEMAND
ALLOWANCE PROVIDED (COMPOSITION)
Basic
x 1
Basic is the minimum viable plan
Basic
(Plan tier: BASIC)
See minimum viable plan above
$ 39
single-tenant kit
x 0
1 req/s
not purchased
(plan/kit 5 req/s)
Covered by plan/kit (margin ~400%)
$ 0
Database storage add-on
x 0
42.83 MB
not purchased
(plan/kit 200.00 MB)
Covered by plan/kit (margin ~367%)
$ 0
Object storage
add-on
x 1
18.00 GB
100GB × 1/year, amortized monthly
(plan/kit 2.00 GB + add-on +16.00 GB)
Add-on fills +16.00 GB gap beyond plan/kit
$ 2.92
Outbound data transfer add-on
x 1
4.08 GB/mo
500GB × 1/year, amortized monthly
(plan/kit 2.00 GB/mo + add-on +2.08 GB/mo)
Add-on fills +2.08 GB/mo gap beyond plan/kit
$ 2.92
AI points add-on
x 10
57.4M points
6,000,000 AI Points × 10/month
(plan/kit 61.0M points + add-on +56.4M points)
Add-on fills +56.4M points gap beyond plan/kit
$ 100
plan + add-ons · usage-based · no development cost
WHY MOMEN
Your options for this project
In the table below, the 'monthly infrastructure' for the self-built / AI routes is derived from the AWS list prices shown below, sized against this project's actual usage. Figures cover infrastructure and operations only — AI usage is billed separately and excluded here, so they don't match the $144.83/mo all-in above.
Current usage sizing
AWS list pricing
2 × t4g.large × 730h
EC2 t4g.large → 98.11
2 × db.m6g.large (Multi-AZ) × 730h
RDS PostgreSQL db.m6g.large → 232.14
0.04 GB-month
RDS gp3 storage → 0
18.00 GB-month
S3 Standard → 0.41
0.00 GB (first 100GB free)
Internet egress → 0
Total ≈ $330.67 / mo
Pure cloud resources
DEVELOPMENT COST
MONTHLY CLOUD INFRA ($/MO)
MONTHLY TOTAL (INFRA + OPS, EXCL. AI USAGE)
Traditional outsourcing / build in-house
about $90,000 - $135,000
≈ $331
Based on the AWS estimate above
≈ $2,331
Infra $331 + ops ~$2,000
4-6 months
5 / 5
Vibe Coding
about $16,000 - $23,000
≈ $331
Based on the AWS estimate above
≈ $1,831
Infra $331 + ops ~$1,500
hours
5 / 5
AI full-stack generation
about $7,000 - $10,000
≈ $331
Based on the AWS estimate above
≈ $1,831
Infra $331 + ops ~$1,500
hours
3 / 5
Off-the-shelf SaaS / vertical solution
$0
N/A
Priced per seat, not by cloud infra
≈ $16,000+
Per-seat pricing, tens of thousands of users
days
1 / 5
Momen
Recommended
$0
$45
All-in: egress / storage / auto-scaling; excludes AI usage
$45
hours
5 / 5
Servers, databases, traffic and storage are inherent infrastructure costs for this project — you pay them whether you outsource, use Cursor or Lovable, or build it yourself (self-built runs ≈ $330.67/mo at AWS list prices, often more), on top of the dev and ops staff you'd need to hire. Momen bundles all of it into $100/mo all-in and removes the need for an ops team.
The frontend can be generated with AI tools (Cursor, Lovable, etc.); the hard part is the backend — auth, database, scaling, data security and ops. Momen delivers a production-grade backend as a BaaS: keep the vibe-coding speed on the frontend, while the backend runs on proven infrastructure — reliable, with no self-hosting or ops.
SCALE & SIZING
What scale this estimate assumes, and how the numbers are derived
Cost depends heavily on usage volume. First see the key assumptions and business scenarios this estimate uses, then the full calculation derived from each scenario for every resource — all adjustable to your real situation
We assume a registered pool in the order of four to five thousand accounts because the stated throughput is about twenty room-photo requests per day, a standard growth window is appropriate, and this consumer service is likely to have roughly one request per customer. If your actual customers redesign several rooms or return frequently, the distinct registered-account estimate can be adjusted downward accordingly.
We assume 225 effective accumulation days because this is a consumer AI generation product with steady, standard growth and no indication of a full pre-existing dataset or a sudden recent launch burst. If your actual adoption reached its current daily volume very early or only surged recently, this parameter can be adjusted accordingly.
Daily Result Review
Daily Redesign Requests
Daily Visitor Acquisition
Daily Result Review
Daily Redesign Requests
30
times/month
0 req/s
Peak load
We assume completed-result reviews are concentrated within a six-hour post-work and notification-response period because users commonly return after processing finishes or after seeing the completion email. This is still a weakly assembled period rather than a synchronized burst, so its duration is the full 21,600-second window. It occurs daily and is separated from submission because its purpose is media-rich review rather than generation. If completion emails are sent in a batch or results are viewed throughout the entire day, the window can be adjusted accordingly.
Main impact: Outbound data transfer
The scenarios above set the assumptions for each resource; below is the full calculation derived from them. Click to expand each item.
DEVELOPMENT SCOPE
How this app works
What exactly does this budget support? Broken down by business scenario, showing the pages, data tables, automation flows and AI assistant behind each one
Public visitor journey from learning about the service to creating an account.
Welcome and Sign-Up Page
users
Authenticated workflow for uploading a room photo and commissioning four AI redesign variants.
Welcome and Sign-Up Page
users
room_redesign_planner
generate_room_redesign
Returning-user workflow for opening and reviewing a completed redesign package.
Welcome and Sign-Up Page
users
page
data_table
ai_agent
action_flow
Welcome and Sign-Up Page
Public entry page that explains the service and allows a visitor to create an account.
Room Design Studio
Authenticated workspace for uploading a room photo, starting a redesign request, and checking request status.
Redesign Result Page
Detail page for reviewing a completed room redesign and its renovation price breakdown.
FAQ
What you might want to know about this project
The Q&A below is generated by AI based on this project's type, features and scale
What drives most of the app's resource usage?
How was the registered-user scale estimated?
Does generating more than four styles materially affect capacity?
How should users interpret the renovation cost estimates?
How is the completed redesign delivered by email?
Copy to discuss with AI
Challenge & re-estimate
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The latest news, cases, and resources
