RAG
What's The Best Chunking Strategy For RAG Retrieval in 2026?
Start RAG retrieval with recursive or sentence-based splitting, then use evaluation results to decide whether semantic chunking is worth the cost.
6 min read
Consulting and Implementation
for Australian Finance Firms
We find and fix the problems that make finance work slow and unreliable.
We give advice to finance businesses and teams, then help them build systems to finish the reports that have been piling up, get through busy periods without late nights, and catch mistakes before they reach the books or the client.
Finance operations
Problems we can help solve
Tell us what's happening in the business. We'll work out what needs to change and whether better software, an integration, automation, or AI can help.
Turnaround
Work that should take days keeps taking weeks.
Peak periods
Peak periods depend on late nights and exhausted staff.
Accuracy
Errors reach accounts, reports, or client files before anyone catches them.
Capacity
Winning more work means hiring more staff because the team has no capacity left.
We find the cause and decide what should change, then our team improves processes, connects systems, builds software, or automates suitable work.
Contact usLatest research
Ideas for better operations
voice AI
Options for Moving STT and TTS Pipelines to Australia in April 2026
Compare managed, self-hosted, colocated, and air-gapped options for moving speech-to-text and text-to-speech workloads to Australia.
6 min read
AI engineering
Should You Use LangChain When Building a New AI Chatbot or Just Write From Scratch?
Compare LangChain with provider SDKs to decide when framework abstractions help an AI chatbot and when direct code is easier to maintain.
4 min read