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Original research
We publish our own data.
Original work, kept public and kept current. We publish it because an argument is more persuasive when the evidence behind it is checkable.
- Vehicle software recalls
- 1,584
- Device software recalls
- 4,239
Since 1994 · 1,584 recalls · 116.0M vehicles
Vehicle Software Recall Statistics
A proprietary dataset of every software-related vehicle recall since 1994, updated as new recalls are issued.
Read itSince 2003 · 4,239 recalls · 1 in 12
Medical Device Software Recalls
The same question asked of the FDA device recall database: how much of it is software, and where in the lifecycle the defect was introduced.
Read itA capability framework
The Five Levels of AI
Where your organization sits on the AI capability ladder, and why you cannot skip a layer to get to the next one.
Read itEvery source labeled by who paid for it
Atlassian ROI Research
What the evidence actually shows about the return on Atlassian at enterprise scale, including the research that cuts against the case.
Read itWhy we publish it
Because checkable beats confident.
Every consultancy claims its clients ship better software. Almost none of them publish anything you could use to check the claim, or anything you could use at all without hiring them.
So the two recall datasets are free, machine-readable where we can manage it, and published with their limitations attached, including the ones that weaken the argument we would rather make. The Atlassian research labels every source by who paid for it, and includes the study that contradicts the headline.
That is not generosity. It is the only version of this that is worth reading.
The case studies, with the numbersTwo hours to find out whether we recognize your problem.
No deck, no obligation. We listen, we tell you whether we have seen this before, and we say what we think it would take. If a Jump Start is the right next step we will say so, and if it is not, we will say that too.