§ The result
RippleMatch leads Workstream by 7 points.
Under rubric v1.0, RippleMatch, filed under Sourcing, finishes on 46 and Workstream, filed under Screening, on 39, 7 points apart. RippleMatch leads 5 of the 7 criteria, including Bias Audit Transparency, while Workstream leads 1, including Human Oversight Design, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — RippleMatch 53, Workstream 20 — and at an 18% weight it carries 73% of the weighted advantage RippleMatch holds across the 5 criteria on that side of the table.
Vendor profile
RippleMatch
RippleMatch is an early-career recruiting platform that sources students and recent graduates for employers' roles, ranks applicants with a 0-100 Fit Score built from criteria the recruiter configures, and adds verified skill badges, applicant review, interview scheduling and campus-event tools.
Vendor profile
Workstream
Workstream is a mobile-first HR, payroll and hiring platform for hourly, multi-location employers such as QSR franchisees. Its hiring suite pairs a text-to-apply applicant tracking system with VoiceAI phone screens and VideoAI asynchronous video interviews, which return transcripts, AI summaries, pass/fail results for each question and match scores.
§ The record
RippleMatch is filed under Candidate sourcing AI, Workstream under Screening 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. Only Workstream is in scope of Mobley v. Workday.
| Record | RippleMatch | Workstream |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2016 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 69% of the movement so far
Bias Audit Transparency
RippleMatch 53 · Workstream 20
5.9 weighted points to RippleMatch
20% weight · 83% of the movement so far
Article 11 Technical Documentation
RippleMatch 46 · Workstream 40
1.2 weighted points to RippleMatch
12% weight · 88% of the movement so far
Human Oversight Design
RippleMatch 57 · Workstream 61
0.5 weighted points to Workstream
15% weight · 94% of the movement so far
Data Governance Disclosure
RippleMatch 50 · Workstream 47
0.4 weighted points to RippleMatch
8% weight · 97% of the movement so far
Customer Documentation
RippleMatch 60 · Workstream 56
0.3 weighted points to RippleMatch
12% weight · 100% of the movement so far
Post-Market Monitoring
RippleMatch 37 · Workstream 35
0.2 weighted points to RippleMatch
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +7.7 — the difference between the two totals before either is rounded. Shares are of 8.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +7 beside that +7.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is RippleMatch minus Workstream.
| Category | Weight | RippleMatch | Workstream | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 40 | +6 | +1.2 |
| Bias Audit Transparency | 18% | 53 | 20 | +33 | +5.9 |
| FRIA Support | 15% | 27 | 27 | - | - |
| Data Governance Disclosure | 15% | 50 | 47 | +3 | +0.4 |
| Human Oversight Design | 12% | 57 | 61 | -4 | -0.5 |
| Post-Market Monitoring | 12% | 37 | 35 | +2 | +0.2 |
| Customer Documentation | 8% | 60 | 56 | +4 | +0.3 |
| Total | 100% | 46 (F) | 39 (F) | +7 | +7.7 |
§ 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 | RippleMatch | Workstream | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 7 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 7 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 35 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain | 28 | 6 | Sources on the vendor's own domainSources on a separate domain |
RippleMatch has 42 evidence rows across 7 of 7 criteria — 35 with a source URL, 7 documented absences; Workstream has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; some documentation or audit rows for RippleMatch and Workstream sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 76 evidence rows on file for these two vendors: 42 for RippleMatch, across 5 distinct source domains, and 34 for Workstream, across 2 distinct source domains.
- Rubric
- v1.0
- RippleMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
- Workstream last reviewed
- September 25, 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