Port Augusta businesses don't need another generic AI pitch. Semantic search (RAG) only earns its keep when it's built around the workflow you actually run on a wet Tuesday, and that's how we scope every engagement we take on in South Australia.
AI search over your data - wired into a Port Augusta workflow, not bolted on the side.
What semantic search (RAG) actually does
Search that understands intent, not just keywords. Your team types what they mean - and gets the right document, ticket, or product from across every system, with citations.
- 01 Indexes Drive, SharePoint, Notion, Slack, your CRM
- 02 Returns answers with source links - no hallucinations
- 03 Permissioned so staff only see what they should
- 04 Re-indexes nightly so results stay fresh
Built on: Pinecone Claude Postgres pgvector Vercel AI SDK
Without Koala Dynamics
With Koala Dynamics
What Port Augusta teams tell us when they get on a call.
- Port Augusta is the crossroads of South Australia, now rebuilding as a renewables hub after the power station closed.
- Transport and freight at the junction of the Stuart and Eyre highways, plus solar and wind development. A town in transition, with contractors chasing work in industries that did not exist locally a decade ago.
We work with teams across Port Augusta: Port Augusta CBD · Port Augusta West · Stirling North · Willsden · Quorn.
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How we build semantic search (RAG) for a Port Augusta team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Port Augusta business, so value lands before the build is finished. AI search over your data.
Talk to usThe outcome for Port Augusta teams
What changes for Port Augusta teams after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided. Average search time drops from 6 minutes to 12 seconds.
Not your typical AI agency.
Honest about what AI can and cannot do
Ships the one workflow that pays for itself
Hours given back, never the size of the invoice
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
FAQ
How fast could we have semantic search (RAG) in production?
Eight to ten weeks for most Port Augusta businesses. Faster if your data is in good shape and slower if we're untangling a legacy integration first. We'll give you a realistic number on the scoping call rather than the optimistic one.
What does semantic search (RAG) cost for a Port Augusta?
Pilots start from a fixed scope priced to land a measurable result inside 6 weeks. Pricing depends on data volume, integration complexity, and whether you need us on managed services afterwards. We'll quote precisely after a 30-minute scoping call.
Has this actually shipped for a real Port Augusta?
Yes. Average search time drops from 6 minutes to 12 seconds. We'll share comparable engagements on the call.
What if our Port Augusta doesn't have any data ready?
Most don't. Getting the data into shape - ingestion, cleaning, the lightweight contracts you need before any model is useful - is part of the engagement. For semantic search (RAG) specifically, we typically run that work on Pinecone, Claude, Postgres pgvector, Vercel AI SDK and assume messy starting conditions from day one.
One reply, one direction.
We don't run sequences or follow-up automation. One useful answer, one decision on your side.
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it - no obligation.