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 Level47
Output Verification38
Risk Judgment52
Prompt Discipline84

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

03What We Measure

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.

05The Payoff

From baseline to business impact.
Close deals faster with auditable evidence

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

Standards covered
SOC2 Type IIISO 42001OWASPEU AI ActDORANIS2+ 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.

20,000+Engineers Trained
10+Years in Security

We've trained thousands of engineers and spent a decade building systems designed to detect how people work around controls - that is what shapes how Nuomy identifies real-world AI risk.

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

5867+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.