Insight 74 · Data & AI
Karma Has an API Key: How AI Is Eating SaaS
B2B SaaS spent years chasing “efficiency” by cutting humans out of the equation. Now AI is doing to software what software once did to everything else.
The accountability test
Can the decision survive informed questions?
This idea asks leaders to move past activity, convention, and confident presentation. The test is what the claim changes, who can question it, and what evidence supports the decision.
In data & ai, accountability means making assumptions visible, naming an owner, and connecting the work to an outcome people can recognize. If the reasoning cannot be explained clearly, the system is not ready to scale.
Source: Karma Has an API Key: How AI Is Eating SaaS ↗Apply clean data
Make better decisions with data people can understand and control.
Use clean-data training, Cluzy, or a focused diagnostic to replace weak assumptions with clearer evidence and permission.
Discuss a clean-data need →