Services - What we build, and how we build it.

Four ways to work with us — from a single agent that quietly replaces a back-office task, to a full SaaS product shipped in six weeks. All founder-led, all delivered by someone who has shipped live products in your domain.

01AI agents & automation

Claude-powered agents that own entire workflows.

Not chatbots that bolt onto your stack. Real agents that read documents, talk to your APIs, take actions, and report back. Built for repetitive, high-volume work where accuracy matters more than novelty.

What’s included

  • Document pipelines — loan files, contracts, invoices, statements
  • Inbox triage and reply drafting against your tone of voice
  • Lead qualification and CRM hygiene
  • Quote and proposal generation from rate sheets and rules
  • Compliance reviews against internal policies and regulator guidance
  • Voice agents for inbound qualification and after-hours coverage
  • Custom MCP servers exposing your internal tools to Claude

What good looks like

Commercial credit assessment cut from hours to minutes
7-agent specialist system live in production with full audit trails
Row-level security enforced so each agent only sees what it should

Built with

  • Claude Sonnet & Opus
  • MCP
  • Vercel AI SDK
  • Postgres + RLS
  • Resend / Twilio

02Custom software builds

Web, mobile, and SaaS — shipped in weeks, not quarters.

Founder-led full-stack delivery with a hard deadline. We use AI to compress the build, but every line ships through a senior developer who has shipped five products live in fintech and mortgage.

What’s included

  • Internal tools and ops dashboards
  • Customer-facing SaaS — auth, billing, multi-tenant
  • API design, integration, and webhook plumbing
  • Cloud deployment, CI/CD, monitoring, and observability
  • AI features wired into existing products
  • Embeddable widgets and white-label modules

What good looks like

CalcWidgets: 10K+ active users across 500+ broker sites
HumbleTech: 24+ aggregator commission feeds — days collapsed into minutes
ComplyEdu: ASIC / FBAA / MFAA-ready CPD tracking shipped end-to-end

Built with

  • Next.js + React
  • TypeScript
  • Vercel + Postgres
  • Stripe
  • Tailwind

03AI strategy & code review

For teams already shipping AI but seeing uneven results.

You have prompts in production but accuracy is patchy. Costs are creeping. Nobody is sure why an output looked great yesterday and broke today. We audit what you have and tell you exactly what to change — with code, not slides.

What’s included

  • Prompt and agent architecture review
  • Cost analysis — model selection, caching, batching opportunities
  • Evaluation framework — measure regressions before users do
  • Roadmap for the next 90 days, sequenced by ROI
  • Hands-on pairing with your engineers, not slide decks

What good looks like

Concrete cost reductions identified — typically 40–70% via caching + smaller models
Eval suite handed over so future regressions get caught in CI
Written plan your CTO can act on without us

Built with

  • Claude API
  • Prompt caching
  • Evals
  • OpenTelemetry
  • Helicone / Langfuse

04Free AI audit

Not sure where to start? Send us your workflows.

No pitch deck, and no call required. You describe your top three repetitive workflows, we score each on AI fit and write back telling you which one is worth automating first — and which ones to leave alone for now.

What’s included

  • Three workflows analysed for automation feasibility
  • Effort vs. impact scoring on each
  • Honest "not yet" if AI isn’t the right answer
  • Written summary you can share with your team
  • Zero obligation — most audits end with a roadmap, not a quote

What good looks like

Most teams finish knowing their #1 automation candidate
Roughly half our audits end with us recommending no engagement

Built with

  • A five-minute form
  • A written opportunity map
  • Your honest workflow descriptions

Sandlabs brought a high level of technical expertise, attention to detail, and a solution-focused mindset to the project. Their ability to understand complex requirements and translate them into reliable, well-structured software made a huge difference.

David McCleery, Co-Founder, HumbleTech

How we work - One senior developer. Fixed price. Fast.

The same person who scopes the work writes the code and ships it. No handoffs to juniors, no PMs forwarding your messages, no surprise invoices.

  • Day 1 — Listen. One call to understand the workflow, the constraints, and what success looks like. We'll tell you on that call if AI is the wrong answer.
  • Day 7 — Prototype. Working prototype in your hands within the first week, not a wireframe. You see real output before we ask for the second invoice.
  • Day 30 — Production. Production deployment with monitoring, docs, and 30 days of post-launch support included. You own the code and the infra.

FAQ - Questions we hear before the first call

The stuff prospects message us about most often. If yours isn't here, ask on the contact form.

  • Do we own the code and the IP?. Yes — fully. Code lives in your repo, infra in your cloud account, data in your database. No lock-in, no SaaS rebill on top.
  • Where does our data live?. Australia by default — Sydney region on Vercel and AWS. Happy to deploy to other regions if compliance requires it.
  • Which AI models do you use?. Claude Sonnet for most production work, Opus for harder reasoning, Haiku for high-volume cheap tasks. We pick by cost-per-task, not brand loyalty.
  • Can you work with our existing team?. Yes. Plenty of engagements are pairing with an in-house engineer to level up their AI architecture, not replacing them.
  • Do you sign NDAs and DPAs?. Yes — standard mutual NDA and a data processing agreement on request. AU jurisdiction unless your contract requires otherwise.
  • What if AI isn't the right answer?. We'll say so. About half of our free audits end with us recommending no AI engagement at all — usually because a simpler workflow change does the same job for nothing.

Let's build something great together.

Melbourne, Australia — serving founders worldwide. [email protected]