Knovel Engineering
HQ Singapore, Singaporeev-knovel-engineering-08ev-knovel-engineering-10 · Checked 2026-11-09 · Vendor AI page: knoveleng.com/ai-assurance/ev-knovel-engineering-01
Knovel Engineering states on its AI testing page that it tests LLM applications. It lists its headquarters in Singapore, Singapore.
Facts
| Founded | Not published: fewer than two agreeing sources |
|---|---|
| Size band (employees) | Not published: fewer than two agreeing sources |
| Delivery locations | Not published: fewer than two agreeing sources |
| Engagement models (as stated) | None named on the AI page |
| Pricing disclosed on vendor site | Noev-knovel-engineering-13 |
| Certifications | Not published: fewer than two agreeing sources |
Coverage score
5 / 25 · rank 50 of 88
| AI product types stated on the vendor's AI page | 1 / 9 |
|---|---|
| Testing services stated on the vendor's AI page | 4 / 12 |
| Figures confirmed by two sources (founded, size band, delivery locations, certifications) | 0 / 4 |
The same formula is applied to every entry. It counts stated coverage and confirmed figures; it does not measure quality. How the score works.
AI products tested
As stated by the vendor on 2026-11-09
Testing services
As stated by the vendor on 2026-11-09
- Red teaming and adversarial testing
- AI security penetration testing
- LLM output evaluation
- Bias and fairness audit
ev-knovel-engineering-04ev-knovel-engineering-05ev-knovel-engineering-06ev-knovel-engineering-07
Not stated on the vendor's AI page
Services from this directory's taxonomy that the vendor's AI page does not mention. This does not mean the vendor does not offer them.
- RAG pipeline validation
- Prompt and model regression testing
- Compliance and conformity assessment support
- ML model validation
- Training data and labeling QA
- Performance and latency testing
- Conversational flow testing
- Production monitoring and drift testing
Stated scope
Knovel Engineering states that its AI assurance service runs adversarial testing that simulates prompt injections, multilingual attacks and jailbreak attempts, and probes AI systems for unintended data disclosures. The page also describes checks of factual accuracy combining human reviews with LLM-based ground truth matching, measurement of unfair bias and inappropriate content for conversational AI, and robustness tests with edge-case and low-confidence inputs.ev-knovel-engineering-02
How the vendor describes itself
As described by the vendor; summarised on 2026-11-09. Client names, performance percentages and prices are left out.
Knovel Engineering describes itself as a tech consulting partner working across AI, cloud and data-driven IT. Its home page lists capabilities in AI assurance, artificial intelligence, cloud computing, cybersecurity and data and analytics, and solutions that include benchmarking and red teaming.ev-knovel-engineering-15
Evidence
Every source opened for this entry, with retrieval date and verification date. Verified by AI Testing Vendors.
| Id | Field | State | Source class | Source URL | Retrieved | Verified | Verifier |
|---|---|---|---|---|---|---|---|
| ev-knovel-engineering-01 | aiServicePageUrl | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-02 | statedScope | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-03 | aiProducts | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-04 | services | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-05 | services | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-06 | services | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-07 | services | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-08 | hq.country | Verified | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-09 | hq.city | Verified | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-10 | hq.country | Verified | company-registry | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-11 | hq.city | Verified | company-registry | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-12 | founded | Verified | company-registry | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-13 | pricingDisclosed | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-14 | companyType | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-knovel-engineering-15 | vendorDescription | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors |
Related
Comparisons
- No published comparison includes this entry.
This directory accepts no payment for listing, placement, badges or removal. Vendors cannot buy a position: every list is ordered by one published coverage score, computed the same way for every entry from verified data. Entries are built from each vendor's own published pages and from independent sources named next to every figure.