RIGHT FIT
Take it when growth starts to hurt.
- Pages are getting slower as data grows
- Your Supabase, hosting or OpenAI bill jumped
- You’re about to run a launch or campaign that could bring 10× traffic
Know what breaks first before 10× more users arrive.
The Scale Readiness Sprint is a $149 guided sprint for AI-built apps that are growing, getting slow or getting expensive. In five sessions you model 10× usage, find database, cost and limit bottlenecks, run a safe load test, and leave with a Scale Readiness Plan.
No code access neededFive sessions, about one dayClear-outcome guarantee
10× modelUsers, requests, cost
DatabaseSlow queries and limits
CostsPer user, including AI
PlanRanked fixes and triggers
The product
What is the scale readiness sprint?
It’s a guided sprint that answers “will this survive 10× more users, and what will it cost?” before growth answers it for you. You test on staging, measure real bottlenecks, project costs, and decide which fixes matter now and which can wait.
An honest boundary
Who should take the scale readiness sprint?
Founders with a live AI-built app whose users are growing, or whose pages are slowing down, or whose infrastructure or AI bills are climbing. You need access to your repository, database and hosting dashboards, and a staging copy for testing.
NOT THIS PRODUCT
Choose another route for a different problem.
- Not launched yet: the Launch Readiness Sprint
- Production is down: book a call
- You’d rather Zenveus does it: the AI Cost & Reliability Audit
Free calculator or paid sprint
How is this different from the free cost calculator?
The free Stack cost at scale calculator projects cost from your assumptions. The sprint measures your actual app: slow queries, real limits and a load test, so the plan rests on evidence, not estimates.
How it works
What happens in each session?
Five sessions of 60 to 90 minutes. You set a baseline and a 10× model, check the database, project costs per user, find platform and API limits, then run a small load test on staging and write the plan. Every test runs on a copy, never production.
Baseline and 10× model
Today’s users, requests and slowest routes, and what 10× means for your app.
Database
Slow queries, missing indexes, unbounded lists and connection limits.
Cost drivers
Infrastructure and AI cost per user at 100, 1,000 and 10,000 users.
Limits and background work
Serverless and API limits, queues, jobs, caching and builder platform limits.
Load test and plan
A safe test on staging, the first bottleneck, and triggers for each fix.
Exact output
What do you get at the end?
A Scale Readiness Plan: your traffic assumptions, cost drivers and projections, database bottlenecks, API and platform limits, caching and AI usage opportunities, and ranked fixes, each with a trigger (“when X reaches Y, do Z”) and an acceptance test.
Scale Readiness Plan
What breaks first, why, and the order to fix it.
Cost projection
Infrastructure and AI cost per user from 100 to 100,000 users.
Bottleneck list
Database, limits and background work, with evidence.
Fix triggers
When each fix becomes necessary, so you don’t fix too early or too late.
After the product
What if the fixes need an engineer?
Some scale fixes are configuration; others change architecture. If yours do, the AI Cost & Reliability Audit or Elastic Infrastructure starts from your plan. Buyers can also get the 48-Hour Verdict for $199 if the wider app needs a review.
Low risk
What if you don’t find what breaks first?
You get your $149 back. Complete all five sessions. If you don’t end with a plan naming what breaks first and a ranked fix list, send your workbook within 30 days of purchase and we’ll refund you in full.
Clear-outcome guarantee
Complete the five sessions and send the workbook within 30 days. If you don’t have a plan naming what breaks first and a ranked fix list, we refund the full $149.
Stuck on a step?
Reply to any email from us with the step number. A Zenveus engineer answers within 1–2 hours during business hours. Steps only, not a code review.
Never wasted
If you later want Zenveus to do the work, the conversation starts from your output instead of from zero.
Save with a bundle
Is this product part of a bundle?
Yes. If you expect to need the next stage too, a Founder Bundle includes this product for less than buying each one separately. Every product keeps its own guarantee, support and the $199 Verdict upgrade, and nothing expires, so open each one when you reach that stage.
FOUNDER BUNDLEBuilder-to-Business Bundle$199 $327$704
Includes the Launch Readiness Sprint, Scale Readiness Sprint and Developer Handoff Pack.
You save $128
See the bundle FOUNDER BUNDLEFounder Technical Survival Pack$299Includes all six founder products, from finishing the app to investor diligence.
You save $405
See the bundleStraight answers
Frequently asked questions about the scale readiness sprint
Will the load test affect my live app?
No. All tests run on a staging copy with test data. The sprint shows you how to set one up if you don’t have it.
Does it cover AI costs?
Yes. Session 3 models AI token cost per user and feature, and per-user limits.
Do I need a specific stack?
No. Notes cover Supabase, Postgres, Firebase, Vercel, Netlify and Replit where they differ.
Is there a refund guarantee?
Yes. Complete all five sessions; if you don’t have a plan naming what breaks first, send the workbook within 30 days for a full $149 refund.
The next decision
Find the bottleneck before your users do.
Five sessions, a 10× model and a plan you can act on.
Covered by the clear-outcome guarantee: complete the five sessions, and if you don’t know what breaks first, get your $149 back within 30 days.