Queensland · Applied AI
AI knowledge base in Toowoomba
Internal AI knowledge base, built for businesses operating in Toowoomba.
What AI knowledge base actually does
Your team's tribal knowledge, finally searchable. Upload your SOPs, training videos, past emails, and Slack threads – your team asks questions and gets answers with citations.
We've worked with enough operators in Toowoomba to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any AI knowledge base project is sit with your team for a day before we propose anything.
- 01 Ingests PDFs, Word docs, videos, Slack, Notion, Drive
- 02 Answers with citations back to source documents
- 03 Permission-aware – staff only see what they should
- 04 Detects stale docs and prompts owners to update
Built on: Claude Pinecone Vercel AI SDK Postgres MCP
Why Toowoomba businesses choose this
Toowoomba is the commercial hub for the Darling Downs' agriculture and logistics economy – AI here means turning paddock and freight data into decisions, not just dashboards.
Where Toowoomba operators actually lose hours.
Grain, cotton and cattle agribusiness feeding into a major freight and logistics corridor west of Brisbane. Toowoomba businesses want AI that handles forecasting, quoting and logistics coordination without a head office two states away.
We work with teams across Toowoomba: Toowoomba CBD · Rangeville · Newtown · Wilsonton · Kearneys Spring · Highfields.
How we build AI knowledge base for a Toowoomba team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Toowoomba business, so value lands before the build is finished. Every engagement starts with a short call and a paid discovery if the brief needs one.
Internal AI knowledge base.
The outcome for Toowoomba teams
What changes for Toowoomba 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. New staff get to productive 3x faster – less senior-team interruption.
New staff get to productive 3x faster – less senior-team interruption.
AI knowledge base in Toowoomba – common questions
What's a typical engagement length for Toowoomba businesses?
Six to twelve weeks for the build, then a short managed-services month while the system goes from "shipped" to "owned by your team". After that you keep us on retainer if you want, or take it from there yourself.
Do you do hourly billing or fixed price?
Fixed price for the pilot, every time. After that it's your call – fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.
Do you have proof this works for Toowoomba businesses?
Direct case study: New staff get to productive 3x faster – less senior-team interruption. Happy to walk you through full numbers on a call.
Can you work with our existing systems?
Yes. The default AI knowledge base stack we reach for is Claude, Pinecone, Vercel AI SDK, Postgres, MCP, but we'll bend it around whatever you already run – Xero, HubSpot, Shopify, Cin7, your own in-house apps. The discovery week maps every data source before any build starts.
Worth a conversation?
Even if you don't end up working with us, you'll leave the call knowing what's worth building.
Get in touch
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.