SerenIQ
SerenIQ
Govern. Optimize. Protect.
AI Work Exposure Diagnostic

Are we all losing our jobs to AI?Not exactly.

AI replaces the predictable work inside your role first.

The real question is not whether your job disappears. It is how much of your work has already changed.

See My Position →
Takes 3 minutes. Private. No resume required.
For executives and teams →
This is what AI is changing inside your work
● Live
Technology
Software Engineer
Boilerplate and CRUD code94%
Unit test generation88%
Bug diagnosis76%
Code review62%
API integration55%
System architecture33%
Cross-team technical leadership19%
Exposure Score
79.7%
Human Judgment Value
20.3%

AI coding tools now write, test, and commit production code autonomously.

Strategic visibility

Understand Your Exposure

See which parts of your work are already predictable enough for AI systems to absorb.

Strategic visibility

Protect Human Judgment

Identify the work that still depends on trust, accountability, communication, and executive judgment.

Strategic visibility

Reposition Before Pressure Builds

Move toward higher defensibility work before market compression reaches your role.

What SerenIQ measures

AI does not remove jobs first.
It removes predictable work first.

SerenIQ measures how much of your role is exposed to automation, where human judgment still creates leverage, and how your position changes as AI systems improve.

Predictability

Can AI repeat the work consistently?

Replication

Can the work be copied across teams quickly?

Judgment

Does the task require human reasoning?

Trust

Does accountability still matter?

Most users do not actually know which part of their work is replaceable.See where you actually stand →