Sparkout Tech
HQ Coimbatore, Indiaev-sparkout-tech-12ev-sparkout-tech-14 · Checked 2026-11-09 · Vendor AI page: sparkouttech.com/ai-model-auditing-services/ev-sparkout-tech-01
Sparkout Tech states on its AI testing page that it tests predictive ML models. It lists delivery from India.
Facts
| Founded | 2017ev-sparkout-tech-16ev-sparkout-tech-17 |
|---|---|
| Size band (employees) | Not published: fewer than two agreeing sources |
| Delivery locations | Indiaev-sparkout-tech-19ev-sparkout-tech-20 |
| Engagement models (as stated) | One-time audit or assessmentev-sparkout-tech-11 |
| Pricing disclosed on vendor site | Noev-sparkout-tech-21 |
| Certifications | Not published: fewer than two agreeing sources |
Coverage score
10 / 25 · rank 18 of 88
| AI product types stated on the vendor's AI page | 1 / 9 |
|---|---|
| Testing services stated on the vendor's AI page | 7 / 12 |
| Figures confirmed by two sources (founded, size band, delivery locations, certifications) | 2 / 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
- Bias and fairness audit
- Red teaming and adversarial testing
- AI security penetration testing
- Compliance and conformity assessment support
- ML model validation
- Training data and labeling QA
- Production monitoring and drift testing
ev-sparkout-tech-04ev-sparkout-tech-05ev-sparkout-tech-06ev-sparkout-tech-07ev-sparkout-tech-08ev-sparkout-tech-09ev-sparkout-tech-10
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.
- LLM output evaluation
- RAG pipeline validation
- Prompt and model regression testing
- Performance and latency testing
- Conversational flow testing
Stated scope
Sparkout Tech states that its AI model auditing service covers AI and machine learning models, with pre and post deployment audits. The page lists data quality assessment, bias checks, adversarial testing that simulates attacks, checks for model inversion and data poisoning, model validation including backtesting on historical data, and a continuous monitoring plan. It says audits are aligned with ISO 42001, the NIST AI Risk Management Framework and GDPR.ev-sparkout-tech-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.
Sparkout Tech states that its journey began in 2017 and that it was incorporated as Sparkout Tech Solutions, Inc. in the United States. It states that its work includes AI agents, LLM-powered apps, document intelligence and automation, alongside blockchain technology. It states that it has 100+ experts.ev-sparkout-tech-24
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-sparkout-tech-01 | aiServicePageUrl | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-02 | statedScope | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-04 | services | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-05 | services | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-06 | services | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-07 | services | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-08 | services | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-09 | services | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-10 | services | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-11 | engagementModels | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-12 | hq.country | Verified | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-13 | hq.city | Verified | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-14 | hq.country | Verified | review-platform | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-15 | hq.city | Verified | review-platform | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-16 | founded | Verified | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-17 | founded | Verified | review-platform | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-18 | sizeBand | Verified | review-platform | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-19 | deliveryLocations | Verified | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-20 | deliveryLocations | Verified | review-platform | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-21 | pricingDisclosed | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-22 | companyType | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-23 | aiProducts | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors | |
| ev-sparkout-tech-24 | vendorDescription | As stated by vendor | vendor-site | 2026-11-09 (undated) | 2026-11-09 | AI Testing Vendors |
Related
Same product types
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.