Bryq
Bryq is a science-based talent-intelligence platform whose core product is a short, blind, chatbot-driven pre-hire assessment scoring candidates on cognitive ability, personality/behavioral traits, and job skills to produce a job-fit "match" score used for hiring and internal mobility.
HireAIScore rates Bryq 57 out of 100 (grade F, Substantial gaps) under rubric v1.0, last reviewed July 17, 2026. Bryq ranks 5 of 49 vendors rated in Assessment AI, against a category average of 48. That score is drawn from 24 evidence items across 7 rubric criteria for Bryq — 20 with a cited source, 4 recording that nothing was located.
§ 01 - Company facts
- Legal name
- Idalto Inc.
- Founded
- 2017
- Headquarters
- United States · US
- Pricing tier
- Mid
- Market side
- Employer-side (AEDT)
- Categories
- AssessmentScreening
- Website
- bryq.com
These are company details, not findings. They are editable by a verified representative and carry no weight in the score, which is built only from the cited evidence below.
§ 02 - Score breakdown
§ Score breakdown
Category scoring
Weighted contribution shown to the right of each bar.
- 01
Article 11 Technical Documentation
Weight 20%54
+10.8 · category avg 53
- 02
Bias Audit Transparency
Weight 18%70
+12.6 · category avg 47
- 03
FRIA Support
Weight 15%40
+6.0 · category avg 32
- 04
Data Governance Disclosure
Weight 15%62
+9.3 · category avg 55
- 05
Human Oversight Design
Weight 12%54
+6.5 · category avg 55
- 06
Post-Market Monitoring
Weight 12%55
+6.6 · category avg 39
- 07
Customer Documentation
Weight 8%66
+5.3 · category avg 59
Category avg is the mean raw score on that criterion across the 49 Assessment AI vendors in scope of this rubric, this one included.
§ 03 - Strongest · weakest
Strongest category
Bias Audit Transparency
Raw score 70 · contributes 12.6 to total.
70 against a 47 category average
Weakest category
FRIA Support
Raw score 40 · contributes 6.0 to total.
40 against a 32 category average
§ 04 - Cited evidence
Download diligence record→§ Evidence
Cited per category
Every score is backed by at least one cited piece of evidence.
Evidence ledger
- Items
- 24
- Documentation
- 14
- Audit report
- 4
- Public statement
- 2
- Absence
- 4
- With a source URL
- 20 of 24
- Source hostnames
- 5
- Fewest items
- 2
- Human Oversight Design
These figures measure how thoroughly Bryq was reviewed, not how Bryq performed — an absence row, recording that nothing was located, is counted like any other item.
Article 11 Technical Documentation
3 items54
- DocumentationCaptured Jul 17, 2026
EU AI Act Article 4 guide explaining Annex III high-risk classification and staff AI-literacy obligations, i.e. deployer literacy guidance rather than a technical pack.
- Audit reportCaptured Jul 17, 2026
The published code4thought AEDT audit includes a plain-language description of the Talent Intelligence platform and its scoring methodology, functioning as partial technical documentation.
https://framerusercontent.com/assets/gl3z61ikEYsZo9PZwlUdV5Wq7E.pdf
- AbsenceCaptured Jul 17, 2026
No ISO 42001 certification and no published model/system card or Annex IV technical file were found on the site, resource hub, or trust center.
Bias Audit Transparency
4 items70
- Audit reportCaptured Jul 17, 2026
Publicly downloadable NYC LL 144 AEDT bias audit by code4thought dated March 2025, covering 9,846 candidates (Jan-Dec 2024) with full gender, ethnicity, and intersectional scoring-rate and impact-ratio tables (lowest ratio 0.821).
https://framerusercontent.com/assets/gl3z61ikEYsZo9PZwlUdV5Wq7E.pdf
- Public statementCaptured Jul 17, 2026
Holistic AI case study confirming Bryq underwent independent NYC LL 144 bias audits from 2023 with an 'Ongoing Assurance' stage, though these reports are not publicly posted.
- DocumentationCaptured Jul 17, 2026
LL 144 customer guidance stating the Holistic AI bias-audit report is available on request from a customer's dedicated CSM, confirming that audit is gated rather than public.
- DocumentationCaptured Jul 17, 2026
Trust center lists an 'AI Bias Audit' document behind a request/NDA lock alongside SOC 2 and ISO 27001 evidence.
https://app.drata.com/trust/a569a20b-6f1b-4c2e-b2ba-13d012a84623
FRIA Support
3 items40
- DocumentationCaptured Jul 17, 2026
Explicit deployer-obligation guidance walking customers through NYC LL 144 duties (annual bias audit posting and 10-business-day candidate notice).
- DocumentationCaptured Jul 17, 2026
EU AI Act deployer guidance on Article 4 AI-literacy obligations, including a role-tier training matrix and documentation checklist.
- AbsenceCaptured Jul 17, 2026
No EU AI Act Article 27 Fundamental Rights Impact Assessment template or deployer FRIA guidance was found; the trust center offers only a data-protection DPIA procedure (gated), not a fundamental-rights assessment.
Data Governance Disclosure
4 items62
- DocumentationCaptured Jul 17, 2026
Security page stating Bryq undergoes SOC 2 Type II and ISO 27001 audits annually, with AES-256 encryption at rest, annual third-party penetration testing, a vulnerability disclosure program, and 30-day backup retention.
- DocumentationCaptured Jul 17, 2026
Public subprocessor list disclosing OpenAI is used only for optional job/resume parsing with 'no data stored', and that identifying candidate data is removed for blind screening.
- Audit reportCaptured Jul 17, 2026
Drata trust center confirms SOC 2 Type II, ISO 27001:2022 certificates and a GDPR Record of Processing Activities (downloadable on request) plus EU-located subprocessors.
https://app.drata.com/trust/a569a20b-6f1b-4c2e-b2ba-13d012a84623
- Audit reportCaptured Jul 17, 2026
The code4thought audit documents exactly what data was used (9,846 candidates) and which demographic categories were excluded (<2% of the sample), evidencing data-governance transparency.
https://framerusercontent.com/assets/gl3z61ikEYsZo9PZwlUdV5Wq7E.pdf
Human Oversight Design
2 items54
- DocumentationCaptured Jul 17, 2026
Positions the AI as decision support that 'guides objective decision-making' via a fit score rather than making autonomous hiring decisions.
https://help.bryq.com/en/articles/8912571-ai-powered-talent-intelligence-bryq-s-strategy-for-success
- AbsenceCaptured Jul 17, 2026
No publicly documented recruiter-override workflow, audit-log/decision-trace feature, or per-jurisdiction configuration toggle was found.
Post-Market Monitoring
4 items55
- DocumentationCaptured Jul 17, 2026
Trust center hosts a live Drata continuous-monitoring dashboard showing dozens of security controls in a passing (green) state and a banner that Bryq is 'continuously monitoring its overall security posture'.
https://app.drata.com/trust/a569a20b-6f1b-4c2e-b2ba-13d012a84623
- DocumentationCaptured Jul 17, 2026
Security page documents a Vulnerability Disclosure Program and annual penetration testing; the trust center additionally lists a Responsible Disclosure (Bug Bounty) control.
- Public statementCaptured Jul 17, 2026
Bryq states it runs ongoing data monitoring to continuously track bias-mitigation effectiveness under Holistic AI's 'Ongoing Assurance' stage.
- AbsenceCaptured Jul 17, 2026
No AI/model-specific update changelog, public uptime status page, or dedicated AEDT incident-reporting channel was found.
Customer Documentation
4 items66
- DocumentationCaptured Jul 17, 2026
Full public product and solution pages with topic hubs (AI-proficiency hub, ethical-AI, skills-based hiring) describing the assessment methodology and integrations.
- DocumentationCaptured Jul 17, 2026
Help-center article giving customers detailed adverse-impact compliance guidance (four-fifths testing, local validation studies, diversity dashboards).
https://help.bryq.com/en/articles/3618914-how-bryq-ensures-compliance-with-adverse-impact-laws
- DocumentationCaptured Jul 17, 2026
Publicly accessible legal hub including subprocessor list, and (per the same legal section) DPA, privacy, and security policies for deployers.
- DocumentationCaptured Jul 17, 2026
Dedicated NYC Local Law 144 deployer guidance covering audit posting and candidate-notification obligations.
§ 05 - Editorial notes
Company overview
Bryq is a talent-intelligence and pre-hire assessment company founded in 2017 (co-founders Markellos Diorinos and Hassan Chahrour, with Guy Krief; George Kalyvas has been CEO since 2025). Its commercial base is Boston, US, with product/R&D operations in Athens, Greece, and the corporate entity behind the product appears on its own trust center as 'Bryq (Idalto Inc.)', with EU affiliates Idalto Ltd. (Cyprus) and Idalto Hellas SPPC (Greece). The platform combines a ~14-minute chatbot-driven assessment (cognitive ability, 16PF/OCEAN-based personality, and 140+ skill tests, plus a newer AI-fluency assessment) with an AI matching engine that builds an Ideal Candidate Profile and scores candidates on a fit tier from 'Exceptional Fit' to 'Poor Fit'. Bryq markets EEOC/OFCCP-validated, blind (name/gender/age/education-stripped) assessment, integrates into existing ATSs, and is a smaller, venture-backed vendor priced for the mid-market.
Regulatory exposure
As an automated tool that scores and ranks candidates, Bryq is squarely in scope of the major AI-hiring regimes: an EU AI Act Annex III high-risk system (it markets to EU employers and runs EU-hosted infrastructure), a NYC Local Law 144 AEDT, and an emerging obligation target under Illinois and Colorado. Its strongest asset is bias-audit transparency: a publicly downloadable NYC LL 144 AEDT bias audit conducted by code4thought (March 2025) discloses a full disparate-impact analysis across 9,846 real candidates with gender, ethnicity, and intersectional scoring-rate and impact-ratio tables (lowest ratio 0.821), on top of a multi-year history of Holistic AI audits since 2023 that remain request-only. Data governance is well documented (SOC 2 Type II and ISO 27001:2022 both audited annually, a public DPA, subprocessor list, and a live Drata continuous-monitoring trust center). Gaps remain typical of the category: no ISO 42001, no published model/system card or Annex IV technical file, no EU AI Act Article 27 FRIA template, and only decision-support-level (not documented override/audit-log) human-oversight detail.
Path to a higher score
Bryq already clears the hardest bar in this category with a genuinely public, full-population code4thought bias audit; the highest-leverage next steps are depth and openness elsewhere. It should publish a formal model/system card and an Annex IV-aligned technical pack (and pursue ISO 42001) to lift Article 11 documentation; keep the code4thought audit on a named yearly cadence and un-gate the prior Holistic AI reports to reach 'two consecutive public audits'; publish an explicit EU AI Act Article 27 FRIA/deployer template rather than relying on a data-protection DPIA procedure; and document concrete in-product recruiter-override controls, audit logs, and per-jurisdiction toggles instead of generic decision-support framing. Adding an AI-specific model-update changelog and incident channel would round out post-market monitoring beyond the existing security-controls dashboard.
§ Regulatory frame
What applies to assessment ai.
Assessment is the most-regulated surface in AI hiring. NYC LL 144, EEOC and OFCCP frameworks, Illinois HB 3773, and EU AI Act Annex III §4 all apply, with overlap on bias-audit obligations.
§ Compare
Build any comparison→Bryq against its nearest-scoring peers.
In Assessment AI.
§ Others rated in Assessment AI
All assessment vendors→Ranked 5 of 49 by weighted total under rubric v1.0. The ordering is arithmetic on the rubric and carries no view on which tool suits a given hiring process.
- 02HiPeople61D
- 03Alva Labs61D
- 04HireVue58F
- 05BryqThis profile57F
- 06Harver56F
- 07Sapia.ai56F
Conflicts of interest
No vendor pays for placement, scoring, or removal. Casework - the consulting firm that operates this directory - provides paid services to some vendors. Any active or recent (within 24 months) commercial relationship is disclosed on the affected vendor profile and the review is reassigned to an independent reviewer. See the full policy on About.
Casework has no commercial relationship with this vendor.