§ The result
Paycom leads Emi on all 7 criteria.
Paycom finishes 17 points clear of Emi under rubric v1.0 — 50 against 33 — across the ATS-integrated and Screening cohorts. Paycom takes all 7 criteria and Emi none of them; the nearest contest is Post-Market Monitoring, Emi 35 to Paycom 38. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Emi 28, Paycom 68) and the heaviest weighted swing, and at 20% weight it makes up 45% of the weighted advantage Paycom holds across the 7 criteria it leads.
Vendor profile
Emi
Emi runs AI agents on WhatsApp, SMS and Messenger that screen and score frontline job applicants against employer-set criteria, schedule interviews, and collect hiring documents and check them against Mexican government databases.
Vendor profile
Paycom
Paycom is a single-database human capital management and payroll platform whose applicant tracking system automates recruiting with resume parsing, keyword/knockout candidate filtering, automated correspondence, generative job-description writing, and a command-driven AI data-query engine (IWant).
§ The record
Emi is filed under Screening AI, Paycom under ATS-integrated AI. They also share 1 secondary category: Scheduling.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Emi | Paycom |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | AR | US |
| Founded | 2017 | 1998 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 45% of the movement so far
Article 11 Technical Documentation
Emi 28 · Paycom 68
8.0 weighted points to Paycom
18% weight · 66% of the movement so far
Bias Audit Transparency
Emi 18 · Paycom 38
3.6 weighted points to Paycom
15% weight · 81% of the movement so far
Data Governance Disclosure
Emi 44 · Paycom 62
2.7 weighted points to Paycom
12% weight · 88% of the movement so far
Human Oversight Design
Emi 44 · Paycom 55
1.3 weighted points to Paycom
8% weight · 94% of the movement so far
Customer Documentation
Emi 48 · Paycom 60
1.0 weighted points to Paycom
15% weight · 98% of the movement so far
FRIA Support
Emi 25 · Paycom 30
0.8 weighted points to Paycom
12% weight · 100% of the movement so far
Post-Market Monitoring
Emi 35 · Paycom 38
0.4 weighted points to Paycom
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -17.7 — the difference between the two totals before either is rounded. Shares are of 17.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -17 beside that -17.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Emi minus Paycom.
| Category | Weight | Emi | Paycom | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 28 | 68 | -40 | -8.0 |
| Bias Audit Transparency | 18% | 18 | 38 | -20 | -3.6 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 44 | 62 | -18 | -2.7 |
| Human Oversight Design | 12% | 44 | 55 | -11 | -1.3 |
| Post-Market Monitoring | 12% | 35 | 38 | -3 | -0.4 |
| Customer Documentation | 8% | 48 | 60 | -12 | -1.0 |
| Total | 100% | 33 (F) | 50 (F) | -17 | -17.7 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Emi | Paycom | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | — | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 19 | 7 | Sources on the vendor's own domainSources on a separate domain | 13 | 7 | Audit reportSources on the vendor's own domain |
Emi has 26 evidence rows across 7 of 7 criteria — 19 with a source URL, 7 documented absences; Paycom has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; some documentation or audit rows for Emi sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 46 evidence rows on file for these two vendors: 26 for Emi, across 3 distinct source domains, and 20 for Paycom, across 1 distinct source domain.
- Rubric
- v1.0
- Emi last reviewed
- September 25, 2026 · HireAIScore editorial team
- Paycom last reviewed
- July 17, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next