Using First Out AI

The most common findings in SIL verification reviews

A reviewer's checklist built from the errors that appear again and again in verification reports.

2 min read · First Out AI knowledge library

#FindingHow to check
1Failure rate in the wrong unit (per year or FIT entered as per hour)λDU plausible? First Out AI flags values above 10⁻⁵ per hour
2Failure rate of the valve body only, without actuator and solenoidSource covers the whole assembly?
3Proof test coverage assumed 100 %Test procedure reveals every failure mode?
4β = 0 for redundant channelsCommon cause checklist done?
5Required PFDavg from LOPA ignored; only the SIL band checkedCompare with the LOPA result, not the band
6Fault tolerance not checked against IEC 61511HFT per subsystem against the target
7Systematic capability of an element below the targetCertificates or prior use evidence for every element
8Test interval longer than the turnaround allows, or not achievable onlineMaintenance plan agrees with T1?
9MTTR assumed 8 h when spares and permits make it daysRealistic repair time entered?
10Demand mode wrong (frequent demands treated as low demand)Demand rate stated and justified
11Spurious trip rate not consideredMTTFS acceptable to operations?
12Solenoid, interposing relays or barriers missing from the groupsAll elements in the signal path included?
13Same transmitter used for control and tripIndependence from the initiating cause
14Calculation not updated after a device changeVersion and date of inputs
15Assumptions not carried into the SRSSRS lists T1, PTC, MTTR, β, mission time

In First Out AI

The automatic input checks cover several of these (units, β = 0, low coverage, missing sources, fault tolerance, systematic capability, required PFDavg). Ask First Out AI "Where is my mistake?" after calculating; it reads the checks and your inputs.

Written for First Out AI as engineering guidance. It supports engineering work and does not replace it; check every value against your standards, certificates and company rules with a competent functional safety engineer.