Case studies
Work we can
talk about.
Some clients are happy to be named and some are not. Both are here. Every one of these started with fragmented data and no clear first step.
Days of proposal assembly, down to hours
Tender responses bottlenecked through a handful of senior staff. We built a proposal engine on the firm's own content library, cutting assembly time by 70 percent and tripling the tenders they respond to each month.
Read the case study → HVAC association · ComplianceCompliance expertise, turned into a member service
An association with deep compliance knowledge its 130 member companies could not reach. We built a knowledge layer over its own standards, cutting document creation time by 80 to 90 percent.
Read the case study → Instrument manufacturer · Field serviceExpert knowledge, in the hands of technicians on site
Technical knowledge locked in PDFs and senior engineers' heads. We built a field assistant on the client's own manuals, live in eight weeks, and fault resolution got 73 percent faster.
Read the case study → Art manufacturer · OperationsSpreadsheet scheduling, replaced by a plan you can trust
Sixty concurrent projects resourced through spreadsheets and informal conversations. We connected demand and capacity through their existing ERP, taking staffing plans from days to two hours.
Read the case study → ARM Hub AI Adopt Centre · ProgrammeHelping Australian SMEs take a first serious step with AI
As delivery partner on a federally funded programme, we have sat with more than 300 Australian SMEs to work out where AI fits their business, and where it does not.
Read the case study → Cortical Dynamics · NeurotechBuilding the data foundation for safer surgery
Clinical data that could not ethically or affordably be collected. We designed a synthetic dataset strategy, stood up an Azure Databricks lakehouse, and set a phased roadmap through trials toward United States market entry.
Read the case study → Microbio · DiagnosticsFrom scattered files to a global ready platform
A sepsis diagnostic scaling across four regions, with its information trapped in SharePoint folders and spreadsheets. We migrated it into a governed lakehouse with self-service access and natural language search.
Read the case study → Boutique ERP vendor · ArchitectureTurning booking gaps into revenue
Unfilled appointment slots, not for lack of customers but for lack of insight. We designed a behavioural ranking engine over the existing SQL Server estate, on a platform built to carry later AI work.
Read the case study →Recognise your situation in one of these?
The starting points differ. The first conversation is the same one.