Sydney teams · India studio

AI Knowledge Base for Sydney teams that ship.

We design and ship ai knowledge base systems for Sydney operators, typed, observable, owned by you, instrumented to a metric in week one. Delivered remotely from India with deliberate Asia-Pacific overlap.

01 / 03

Repeat questions to senior staff

Operators in Sydney repeatedly cite this as a daily friction.

02 / 03

Knowledge trapped in heads

Operators in Sydney repeatedly cite this as a daily friction.

03 / 03

Onboarding takes weeks

Operators in Sydney repeatedly cite this as a daily friction.

Approach

Our approach to ai knowledge base

Most ai knowledge base projects fail because they are built around a tool, not a metric. We work the other way: pick the smallest ticket-to-self-serve ratio you want to move, instrument it, then build the system that moves it. For a Sydney engagement that usually means pgvector or Turbopuffer for embeddings, a Notion integration, and a thin Node service for the parts that need to survive a Friday-night incident. Ten-plus shipped workflows in, our standard remains: typed code, real tests, audit logs, no surprises.

Real case study
MentorDada

Pocket LMS app, Flutter-based learning platform shipped end-to-end.

Quick answers

What teams in Sydney ask first.

How much does ai knowledge base cost in Australia?Open

A single shipped workflow on a Spark engagement runs €5-25k depending on complexity. Multi-workflow builds for Sydney teams typically land in the €40-120k range. Pricing is quoted to outcome, not hours, and visible before we start. Australia clients are billed in EUR or GBP; SEPA and SWIFT both work.

How long does ai knowledge base take to ship?Open

A single ai knowledge base workflow goes from kickoff to production in roughly four weeks: one week instrumenting and designing, two weeks building, one week hardening. Multi-step processes spanning several systems usually take 6-10 weeks. We always ship the first measurable slice inside one month.

Do you handle GDPR for Australia clients?Open

Yes. Engagements run in EU regions where data residency requires it, and DPA + SCC clauses are standard in every contract. Data flows, retention, and processor relationships are documented up-front. Our remote-India delivery model is structured to comply with GDPR for Australia clients, we have done it before.

Ship ai knowledge base for your Sydney team.

Send a short note about the process you want to automate and the metric you want to move. We reply within one working day with a fit assessment, rough scope, and price range.

Reply within one working day · No-pressure scoping