Skip to main content
Ignition Insights
Three Teams Are Testing the Same Problem — Are the Results Still Comparable?
When several teams test the same technical question, shared controls, measures and version records determine whether the results can be compared.
Your Hypothesis Changed Mid-Project — Is It Still the Same R&D Activity?
A changing hypothesis can be part of genuine research. Learn when to keep the same question, define a new one, and record why the experiment changed.
Your First Experiment Failed — Should You Refine the Hypothesis or Stop?
A failed experiment does not automatically justify another round. Learn when to refine the hypothesis, redesign the test or stop.
AI Visual Inspection: When Does Defect Detection Become R&D?
Explore when automated AI vision inspection qualifies as core R&D under R&DTI rules versus routine implementation, with key metrics and record-keeping guidance.
From Voice Restoration Needs to Smart Medical Device R&D: How Traditional MedTech Companies Turn Technical Challenges into R&D Projects
Discover how medical technology businesses can translate practical technical challenges into structured, eligible R&D activities for Australia’s R&DTI.
When Does Intensifying a Wastewater Plant for Nutrient Removal Become R&D Rather Than Commissioning?
Cold-weather nitrification, load swings and sidestream retrofits: when a wastewater plant trial may be a core R&D activity in Australia — and when not.
When Does Desalination Work — Membrane Fouling, Brine Concentrate and Energy Recovery — Become R&D Rather Than Plant Engineering?
RO fouling indices that miss the mechanism, brine limits and energy recovery at part load: where desalination may cross into core R&D.
Anaerobic Digestion, Biosolids and Landfill Gas: Where Does the R&D Actually Sit?
Co-digestion, biosolids grades and landfill gas: where resource-recovery engineering may cross into core R&D activities in Australia.
When Does Selecting a PFAS Treatment Train Become R&D Rather Than Applying a Known Solution?
Foam fractionation, sorption and destruction on a real PFAS site matrix: where treatment-train selection may cross into core R&D in Australia.