AI built your MVP.
With us, scale it
confidently.

  • Diagnoses what’s broken
  • Fixes what matters first
  • Audits if you’re ready to ship
  • Shows what to build next
  • Checks if customers can use it
  • Finds what breaks as you scale
  • Spots security holes before launch
  • Stops surprise cloud bills
  • Finds what’s slowing you down
  • Flags cost spikes early
  • Catches issues before they ship
  • Sees bottlenecks before users do
  • Checks if it can handle growth
  • Finds the expensive parts
  • Audits production readiness
  • Finds what blocks launch
  • Shows which message lands
  • Spots where demand stalls
  • Tests which version wins
  • Compares what users pick
  • Keeps what you shipped running
  • Catches drift after launch
  • Keeps the product alive
  • Ranks work by impact
  • Tells you the next move
Get a Free System Scan How It Works
46% of code is AI-generated4
10,000+ startups need rebuilds1
$4B estimated cleanup cost1
25% of AI code ships with vulnerabilities5

AI-Generated Code Is Breaking Startups

Ship fast. Break everything. That’s the pattern.

The Scaling Wall

AI agents build fast but can’t see architecture. What works at 100 users collapses at 1,000.¹

Invisible cost spirals

$200/mo becomes $4,000 overnight. AI-generated code optimizes for speed, not infrastructure efficiency.²

Security by accident

37.6% more critical vulnerabilities after AI refinement. Nobody catches them until the audit.³

Connects to your stack

How ScaleConfident Works

Four steps. Full clarity.

Connect
Link your stack. GitHub, AWS, Vercel, Supabase — two-minute setup.
Diagnose
ScaleConfident maps every dependency and surfaces critical signals.
Prioritize
Signals ranked by ROI — cost, risk, performance. Fix what matters first.
Fix
One-tap AI fixes. Or export tasks to your existing workflow.

One platform. Full-stack visibility.

ScaleConfident builds a living knowledge graph of your entire stack.

FAQ

Common questions.

What is ScaleConfident?

Your AI technical advisor. It connects to your stack, builds a knowledge graph, and tells you what’s broken — in order of business impact.

Who is this for?

Founders and small teams (1–5 engineers) who shipped with Cursor, Claude, or Copilot — and now need to scale without breaking everything.

Do I need to change my code?

No. ScaleConfident connects through integrations. Nothing to install. Nothing to refactor.

What integrations are supported?

GitHub, AWS, Supabase, Vercel, and 20+ services. More added weekly.

What does the free tier include?

Personal is free for non-commercial use — high-level diagnosis and scalability score, limited to 1 project. Accelerate is the self-serve platform for founders building and shipping. Bespoke is the virtual CTO model: everything in Accelerate, plus strategy meetings and bespoke technical help. Founding partner discount is 50%, so Accelerate is $500/month and Bespoke is $1,500/month. Otherwise Accelerate is $1,000/month and Bespoke is $3,000/month.

Your codebase has problems. We find them first.

Join the waitlist. Be first to scale, launch, and market with confidence.

Join the Waitlist