"The awesome thing with pulse crops is no nitrogen needs... not having to put any nitrogen on a pulse crop is a great starting point," he says, noting that this allows growers to not only meet PKS requirements but, in some cases, build soil fertility for the rotation.
The study frames each of the models as 'emerging strategies' that can either complement or serve as alternatives to well-known sustainability certification schemes such as Organic, Fairtrade or Rainforest Alliance.
"I saw the announcement that one of America's most enduring publications was set to close," Konrad said, "and it felt wrong to stand by while an irreplaceable piece of our national heritage disappeared."
"If Canada wants generational change in agricultural innovation, we need to transform our policy around how we fund plant breeding," he says. The current system, heavily reliant on public funding and check-off dollars, is increasingly under pressure. Reinheimer points to signs that Agriculture and Agri-Food Canada (AAFC) is shrinking its breeding footprint-especially in wheat, where AAFC varieties still account for about 80 per cent of acres. The problem? There's no updated funding model to match that shift.
It can drive through the field and look at every square inch. We really honed our craft on model performance and detection with rocks, and now we've transitioned that into weeds. The robot uses a boom-mounted camera system to capture detailed imagery across the field. With eight cameras operating at 1 millimetre resolution, TerraScout can generate billions of data points per acre, allowing it to identify specific objects, including individual weeds.
The input planning calculator is a robust tool that can help farmers and agronomists better understand on-farm finances while helping uncover which crops make the most sense to plant from a cost perspective. By inputting key on-farm financial and agronomic data, including seed and agronomy service costs, growers can compare each crop on their farm and explore their true cost of production.
Profitability in the cattle business often hinges on understanding the real cost of production, something that can be difficult to pin down when labour, land, and opportunity costs aren't always clearly accounted for.
At its core, GrainFox really helps producers and agri businesses make clear, more confident grain marketing decisions. Instead of reacting to the hot headlines of the day or relying on that gut feel, they have a structured plan that really helps guide them throughout the whole sales year.
Yaghi describes AI not as a silver bullet, but as an advanced form of statistical pattern recognition-tools that can identify trends in data that may be difficult or time-consuming for people to uncover on their own. The real opportunity, he says, depends heavily on what farms are already doing. Operations that are consistently collecting and digitizing high-quality data are better positioned to benefit, whether the goal is lowering per-cow costs in a dairy, improving financial analysis, or identifying operational efficiencies.
Based on years of post-transition reviews, MNP has identified seven traits common to successful farm families, MacLean says. First, they start early. Early planning allows flexibility and time to work through the tough stuff. Clear, respectful communication is the second trait - and it's essential. Families who talk openly and establish expectations avoid the dangerous territory of unspoken assumptions. Farms that navigate the process well have a shared vision.
When you think of farming, what ingredients do you generally associate with a successful harvest? The basics certainly come to mind: fertile soil, plenty of sunlight and lots of water. But there are other variables that can also mean the difference between a crop of healthy fruits and vegetables and a large heap of organic waste. And it turns out that one of those variables is a very small hawk.
