Scale Stack
Free review
Cloud, AI and automation infrastructure for high-growth companies – Melbourne Australia

Melbourne · Australia-wide · Remote

We design and build scalable backends, real-time data pipelines, and AI automation for high-growth companies. Firebase, Supabase, Stripe, HubSpot, Meta — integrated and reliable.

No-cost 30-min architecture call. No obligation. You walk away with a written async review whether we work together or not.

Prefer a longer form? Request a free review

Call 03 7073 2727 – same team, same week.

Response SLA

< 1 day

Free

30-min call

Walk away with

Async report

Explore our Services and Insights.

Outcomes from recent work

Measurable outcomes we ship for founders and CTOs

Series B fintech · Melbourne

Reconciliation latency

6h → 11min

Logistics SaaS · Australia-wide

Infra spend on 4× traffic

−38%

Health-tech platform · ANZ

HIPAA-aligned pipeline shipped

5 weeks

B2B marketplace · Sydney

Webhook drop rate

2.1% → 0.02%

Problems you solve

Revenue-critical systems need someone who thinks like an architect, not a coder.

  • Data is messy

    Systems don't talk. CRMs, payments, and internal tools are siloed. You spend more time fixing than building.

  • Automations break

    Webhooks fail, retries don't exist, and no one knows why. When it breaks at 2am, you're the one fixing it.

  • Scaling costs explode

    Serverless should scale down too. Poor architecture means bills that grow faster than revenue.

  • AI without infrastructure

    LLMs and agents are useless if they can't read your data, trigger workflows, or run reliably in production.

Sound familiar? Get a free architecture review or leave your email above.

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Pre-scale diagnostic

Four quick choices—we map a realistic priority stack you can discuss on a call. No signup required.

Step 1 of 4

What are you building?

Pick the closest match—we tailor the readout to your context.

Live ops · anonymized signal

What a Scale Stack system looks like when it's running

Event-driven infrastructure with observability baked in. Hover any node to see the integration — packets are events flowing through a production-grade backend.

How we build these systems →
Live

Webhooks processed

142,316

p95 API latency

138 ms

Pipeline throughput

8.4 k/min

Uptime (30 days)

99.98 %

Illustrative signal based on representative Scale Stack deployments. Individual client metrics vary.

Want this for your stack? Request a free review.

Architecture in practice

See the gaps before they hit production

We audit cloud spend, webhook reliability, and integration paths, then give you a clear roadmap for scale, reliability, and AI automation on your stack.

scalestack-terminal

Starts when this panel is on screen.

Systems we build

Infrastructure that automates operations, processes data, and scales your product reliably.

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Trusted across modern stacks

Integrations and infrastructure teams actually ship on

We build revenue-critical systems on battle-tested tools from cloud, payments, AI, and growth ecosystems.

Firebase
Supabase
Claude AI
Gemini
Stripe
Meta
WhatsApp
Telegram
HubSpot
Google Cloud
PostgreSQL
Next.js
Vercel

Industries we've shipped systems for

  • Fintech
  • Health-tech
  • Logistics
  • B2B SaaS
  • Marketplaces
  • E-commerce

Case studies

Architecture write-ups focused on scale, reliability, and how the pieces fit together.

Real-Time Donor Matching & Payment Processing Pipeline

Architecture for reliable donor matching, payment processing, and CRM sync at scale.

Webhook drop rate

2.1% → 0.02%

SaaS Backend: MVP to Scale

Serverless backend design that scales with usage without blowing costs.

Infra spend on 4× traffic

−38%

In their words

What founders and CTOs tell us after the review

The architecture review caught three scaling bottlenecks our team had missed for months. We rebuilt the webhook layer in two weeks and haven't had a reconciliation miss since.

VP Engineering

Series B fintech · Melbourne

They speak CTO and CFO. We walked out of the first call with a concrete plan and a cost model — no arm-waving, no vendor upsell.

Founder / CEO

Logistics SaaS · Australia

We went from fragile cron jobs to a real-time pipeline in five weeks. The AI automation pieces alone saved us a full-time analyst.

Head of Product

Health-tech platform · ANZ

Free architecture review

Get a free architecture review for your stack

Tell us about your backend, integrations, or automation challenge. We reply within one business day and you walk away with a written async report either way.

  • Response within 1 business day
  • Architecture + growth audit included
  • Stack-level recommendations for your exact tools
  • Prefer the phone? 03 7073 2727

SEO + buyer education

Frequently asked questions

Answers for founders and technical leaders planning scalable systems.

What kind of systems does Scale Stack build?

Scale Stack builds backend architecture, event-driven integrations, real-time data pipelines, and AI automation systems for high-growth companies that need reliability and measurable business outcomes.

What happens after I request a free review?

We reply within one business day, run a free 30-min architecture call focused on your stack, and send a written async review you keep whether we work together or not.

Do you work with Firebase, Supabase, Stripe, and HubSpot?

Yes. We regularly integrate platforms such as Firebase, Supabase, Stripe, HubSpot, Meta, WhatsApp, Telegram, and related tooling for growth and operations.

Ready to architect your system?

Free architecture review. No obligation. You walk away with a written async report whether we work together or not.

Questions first? 03 7073 2727