Anyone can generate code.
The risk is you can't see how your engineers think.

Forengineering leaderswho need evidence, not guesswork.

AI Safety Baseline

58

Team Avg

12

Engineers

3

Risks

2

Gaps

Code Trust Level

47

Output Verification

38

Risk Judgment

52

Prompt Discipline

84

Key Findings

Engineers skip verification on AI-generated code

Inconsistent risk judgment - junior vs senior

Prompt engineering - consistently strong

01The Problem

The gap between AI adoption and visibility is growing.

60%

of leaders have no visibility into how their teams actually use AI

Cisco Cybersecurity Readiness Index 2025

No Signal

86%

of organizations already experienced AI security incidents

Cisco 2025

7 in 10

employers rank analytical thinking above every other skill

WEF 2025

02What You Get

Your team is making AI decisions every day. Get real data if they're making good ones.

Sample
scenarios

58

Team Avg Score

34

Engineers

3

Risks

2

Gaps
Code Trust Level47
Output Verification38
Risk Judgment52
Prompt Discipline84

High-level overview of findings

Engineers skip verification on AI-generated code
Inconsistent risk judgment - junior vs senior
Prompt engineering - consistently strong

+ 2 more risks in full report

03Nuomy is a voice-based diagnostics

To measure judgment, not output - we let your engineers talk.

Engineers talk through realistic scenarios with our diagnostic agent. 30 minutes reveals more than any survey or review ever could.

04How the Diagnostic Works

We put your engineers in real situations

Code review tradeoffs, security calls, AI trust decisions. The stuff they face every day.

It's a guided conversation, not a test

Our agent asks the right questions to capture problem-solving and judgement.

You get the full picture

Where the gaps are, where the risks are, and where your team is already strong.

20,000+

Interactions with Engineers

10+

Years in Cybersecurity

What we measure and how we score it is grounded in a decade of our own data on how engineers think and work.

05The Payoff

Close deals. Catch risk. Upskill with precision.

Prove your team is ready before anyone asks

Diagnostic results map directly to the frameworks your customers and regulators require - no separate audit prep needed.

Standards covered

SOC2 Type II

ISO 42001

OWASP

EU AI Act

DORA

NIS2

+ 6 more

Catch risk before incidents

See where engineers bypass security protocols or miss critical safety checks before it ships to production.

Invest in the right people

Know exactly where skill gaps are so you can upskill with precision, not guesswork.

06Prove the ROI

Measure. Intervene. Measure again.

Baseline
Intervene
Re-measure

01 - Baseline

Establish where your team stands

02 - Intervene

Act on what the data says

03 - Re-measure in 60 days

Prove the ROI

58

67

+9

07Get Started

Get your team's baseline.

See the output before you commit to anything. Then let's talk about your team - we'll walk you through what a pilot looks like.