


It’s been a minute since we posted a news update! The last year has been super busy at Coutts J&R and we’ve had many projects on the go. So, to round the year off, I thought it would be an idea for us to practice what we preach and share some reflections about 2025 and what we think is important to think about for 2026.
What were your highlights (can be work or anything else!)?
Ben – Going to Wagga with Jeff and meeting the CSU team working on the Long Term Field Trial and in the Southern NSW Hub (there’s even a case study!). The AES conference in September was also very interesting.
Jeff – Working with good project teams running programs (our clients!). Appreciate their professionalism, desire to do the best they can for producers and their advisers, and their constructive input to the evaluation processes. A specific highlight was going to Chile and attending the International Dairy Symposium and running two workshops which shared the output of Australian projects looking to increase the impact of research and extension. And the fly fishing that was the reward at the end of the workshop!
Amy – Finishing my PhD was a huge milestone this year – personally and professionally. Changing my email signature to Dr Amy Samson was definitely a moment! Also going to the graduation ceremony reminded me of the importance of taking the time to celebrate life achievements (big and small).
What have you learnt over the last year?
Ben – People still need lots of M&E assistance to capture the right information. There continues to be increasing realisation from funders of the value of impact data which hasn’t always been intuitively captured by projects in the past.
Jeff – There is a lot of monitoring and evaluation data that is requested and never used in any constructive way. Also the value of good narratives in capturing the impacts that result from different programs and projects. Evaluation isn’t just about numbers.
Amy – One thing that has really stuck with me is from a Queensland Government project researching the benefits of vegetation in water run off channels (or drains). Leaving vegetation in the drains (rather than killing it off) can help remove excess nitrogen from the water and improve water quality. It’s made me look at water drainage completely differently and you can read about the project here. And one other thing I learned from the ‘Nuts for Life’ project, is that it’s important to keep raw nuts in the fridge!
From an evaluation point of view, what are the key things to think about for 2026?
Ben – The importance of understanding AI outputs and being able to interpret and assess based on human skills and experience. For example, understanding the nuances of the input (e.g. qualitative interviews, secondary data) and when AI over emphasises issues that are peripheral not central. AI doesn’t know when it’s right or not, it looks for patterns.
Jeff – Programs really need to consider useful and practical indicators to report against, including long term indicators that can reasonably be attributed to a program and are able to move, despite the background noise (e.g. climate challenges, markets, government policy).
Amy – Like Ben, I think the use of AI is only growing in many industries. It was a big topic of interest at the AES and APEN conferences this year. Being able to use AI well and in ways that help productivity and effectiveness is important. However, as we keep moving forward, the ability to discern the appropriateness, focus and accuracy of AI-led outputs in M&E contexts is becoming more important. Particularly when critical and nuanced thinking is important.
Hope you have a good end of year break and we look forward to an exciting 2026!
Amy, Ben and Jeff




