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Kainos vs SG Analytics: what each states about AI testing

Kainos states 1 product type and 3 services; SG Analytics states 1 product type and 5 services. They share 2 services.

Attribute by attribute comparison
AttributeKainosSG Analytics
Company typeIT services firm with a QA practiceev-kainos-09IT services firm with a QA practiceev-sg-analytics-17
HQ country and citydiffersBelfast, United Kingdomev-kainos-10ev-kainos-14Pune, Indiaev-sg-analytics-09ev-sg-analytics-10ev-sg-analytics-18
Delivery locationsdiffersUnited Kingdom and Polandev-kainos-21ev-kainos-22India and United Statesev-sg-analytics-14ev-sg-analytics-15
AI product types statedLLM applicationsev-kainos-02LLM applicationsev-sg-analytics-03
Testing services stateddiffersLLM output evaluation, Red teaming and adversarial testing and Bias and fairness auditev-kainos-03ev-kainos-04ev-kainos-05LLM output evaluation, Bias and fairness audit, ML model validation, Training data and labeling QA and Production monitoring and drift testingev-sg-analytics-04ev-sg-analytics-05ev-sg-analytics-06ev-sg-analytics-07ev-sg-analytics-08
Engagement models statedNot publishedNot published
Size banddiffers1001-5000ev-kainos-19ev-kainos-20Not published
FoundeddiffersNot published2007ev-sg-analytics-11ev-sg-analytics-12
CertificationsNot publishedNot published
Services stated by one and not the otherdiffersRed teaming and adversarial testingML model validation, Training data and labeling QA and Production monitoring and drift testing
Product types stated by one and not the otherNoneNone

Columns are in alphabetical order. Rows marked "differs" have different values. Evidence markers link to the source rows on each entry page. Checked 2026-11-09 and 2026-11-09.

Questions

Which AI product types do Kainos and SG Analytics both state?

Both name LLM applications on their AI testing pages.

Which testing services does only one of them state?

Kainos alone names red teaming and adversarial testing. SG Analytics alone names ML model validation, training data and labeling QA and production monitoring and drift testing.

Are there alternatives to Kainos and SG Analytics?

The IT services firm with a QA practice page lists every published entry of the same type, ordered by coverage score. The score counts stated coverage and confirmed figures; it does not say which vendor fits a project.

This page compares published statements. It does not rate either company.