Small Sydney shop. We design, build, and ship production AI systems — agents, automations, full-stack apps. Most of what other teams quote in months, we ship in weeks.
RAG pipelines, multi-agent orchestration, voice agents, custom tooling on top of Claude/OpenAI/local models. We build the boring infrastructure around the model so the model can do its job in production.
Next.js + FastAPI + Supabase. Auth, payments, dashboards, integrations. Same stack we use to ship our own product, so we know where the cliffs are.
End-to-end: ingest → enrich → score → route → act. Replace the spreadsheet, the Zapier maze, the part-time VA, all at once. Our own pipeline runs 24/7 — happy to show you.
We get on a call. You explain the problem. We tell you whether it's worth building, what we'd charge, and how long. No deck.
Working prototype. Deployed. You can poke it. We adjust.
Production hardening. Tests. Monitoring. Hand-off doc. Done.
Our main tool is Claude Code. That's not a gimmick — it's why we ship in weeks instead of quarters. We treat the AI as a junior engineer that doesn't sleep, and we review its work properly.
If you want a deeper walkthrough, we'll demo it live. No NDA needed — we'd rather you see it work than read about it.
Recent projects we've delivered.
Financial services firm · AI-powered portfolio management interface
Built an agent layer on a read-only DB with tool-use API. A planner agent decomposes natural language queries, a SQL agent generates statements, a validator runs EXPLAIN before execution, and an executor returns structured results. Tool registry handles action verbs — rebalance, alert, export. Shipped in 4 weeks.
Professional services firm · Internal knowledge search platform
Built a hybrid search system over 50k+ internal documents. Ingestion pipeline chunks and embeds into a hybrid index combining BM25 keyword scoring with dense vector retrieval. Reranker resolves conflicts. Answer synthesis returns cited spans with source highlighting. Cut internal lookup time by 80%. Delivered in 6 weeks.
Australian B2B agency · Multi-channel outbound automation platform
Built a complete outbound pipeline — discovery feeds an 8-tier enrichment waterfall, CIS scoring picks the channel (email, voice, LinkedIn, SMS), and reply detection feeds back into scoring. The model keeps learning from real signal. Processes thousands of prospects daily across 5 channels. Shipped in 3 weeks, running in production since.
Healthcare technology startup · Patient management SaaS platform
Delivered a multi-tenant SaaS platform — Next.js frontend over FastAPI backend, Supabase for auth with row-level security for per-tenant isolation. Stripe for billing. AI features integrated as inline tools — summarise, score, suggest. Auth + dashboards + first AI feature live in 3 weeks. Full v1 in 6.
Data analytics company · Custom workflow orchestration engine
Built a Prefect-based workflow engine with a custom step library replacing their n8n/Zapier stack. Visual pipeline builder lets non-engineers wire steps without YAML. Built-in cost tracking, retry logic, and dead-letter queue. Observability via OpenTelemetry. Engine + first 5 step types delivered in 3 weeks, visual builder in 2 more.
Sydney-based. Small team. AI-native — we use the same tools we sell.
We take on a handful of projects at a time. Each one gets our full attention — no account managers, no handoffs to juniors. You work directly with the people writing the code.
ABN on file. SPAM Act compliant. Australian English throughout (we don't "leverage" things).