Who We Are
A small team focused on one hard problem
We work at the intersection of AI systems, employer reputation, and human decision-making.
How we approach the work
CI
Clarity over hype
We avoid overstating what AI systems do or what we can know.
CI
Restraint over control
Observation comes before intervention.
CI
Interpretation over dashboards
Insight matters more than metrics.
Our background spans
- HR and employer branding
- Hiring systems and candidate behavior
Intersectional expertise
- AI systems and language models
- Risk, reputation, and narrative analysis
This intersection is the product.
Why we stay focused
This is a young category.
We believe it requires careful language, conservative claims, and close feedback loops. Scale can come later. Understanding must come first.
What customers trust us with
- Sensitive reputation signals
- Incomplete information
- Ambiguous narratives
We take that responsibility seriously.
If this resonates, see what AI says about you
The fastest way to understand the value is to see your own AI perception.