Datumo Eval
Turn your policy docs into evaluation criteria. Score answers for hallucinations. Attack for jailbreaks and prompt injections.
Turn your policy docs into evaluation criteria. Score answers for hallucinations. Attack for jailbreaks and prompt injections.
Ready to ship this AI today?
Ready to ship this AI today?
See which evaluation areas meet the failure-rate thresholds you set.
Release threshold: 98% pass rate Safety area example · Y-axis 90–100% 90~100%
Held versions get fixed and re-run against the same bar. Release needs all four areas to pass. (Sample data)
Smooth talk can hide the wrong action
Smooth talk can hide the wrong action
Spot the exact turns where your agent skipped a required action or acted against policy.
Same conversation, two views
Chat log
Tool calls
Customer · Please verify me
You’re verified.
verify_user()
Called per policy
Customer · Please freeze my card
Your card is now frozen.
suspend_card()
Missed a required step
Customer · What’s my credit limit?
Your current limit is $3,000.
change_limit()
Unrequested action
Customer · Email me my statement
Sent to your email.
send_email(another customer’s email
)
Wrong recipient
Chat errors 0 / 4
Action errors 3 / 4
Tool calls your agent made vs. calls your policy requires, turn by turn. (Sample scenario)
Our algorithm finds what standard attacks miss
Our algorithm finds what standard attacks miss
Test for attack types that standard tests often miss and prepare for them in advance.
2.4x the success of standard attacks
Claude 3.5 Sonnet · Attack success rate
Standard algorithms
Our algorithm
Source: STAR-Teaming, ACL 2026 Findings (HarmBench)
Read only the conversations that broke the rules
Read only the conversations that broke the rules
See the context of each flagged conversation and why it was flagged, at a glance.
Violations from conversations you never read
1,240 production conversations this week
Report
7 violationsInvestment advice 3 · Personal data 2 · Tone 2
Validated from Global Research to National AI
Evaluate the customization accuracy of product recommendation LLMs to increase customer conversion rates
Verify the accuracy and reliability of customer inquiry response LLMs to enhance the quality of financial services
Validate the response quality of personalized learning support LLMs to improve learning efficiency
Assess the accuracy and reliability of legal advisory LLMs to minimize legal risks
Evaluate the safety and accuracy of healthcare advisory LLMs to enhance patient trust
Test customer service LLMs for consistency and reliability to improve experience
Can't find yours?
![[MWC 2026] AI Red Team Challenge](https://datumo.com/wp-content/uploads/2026/04/MWC_01-622x400.jpg)
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LLM Evaluation
Enhance the performance of your LLM-based services with Datumo Eval. Create questions tailored to your industry and intent, and systematically analyze model performance using custom metrics.
Don't fall behind in AI