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EU AI Act: Not High Risk

Employee Relations Case Agent - Faragher-Ellerth, ACAS Code, EU 2019/1937 | Gosign

Employee relations case management plus US Title VII Faragher-Ellerth Affirmative Defense plus UK Equality Act Section 109 employer liability plus ACAS Code of Practice plus EU Whistleblower Directive 2019/1937 plus GDPR Art. 22 in one platform - cross-jurisdictional case file structure across US + UK + EU for HR Business Partners, Employment Counsel, Compliance Officer, Works Council, Whistleblower Officer.

Structured ER case management: US Title VII Faragher-Ellerth defence, UK Equality Act Section 109 + ACAS Code, EU Whistleblower Directive 2019/1937 - harassment, discipline and PIP workflows.

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Auswahl aus über 5.000 Projekten in 25 Jahren Softwareentwicklung

Airbus Volkswagen Shell Renault Evonik Vattenfall Philips KPMG

Cross-jurisdictional case management US Title VII Faragher-Ellerth plus UK Equality Act Section 109 plus ACAS Code plus EU Whistleblower Directive 2019/1937 plus GDPR Art. 22 in one platform

Cross-jurisdictional employee relations case platform with US Title VII Civil Rights Act 1964 + ADEA + ADA + Equal Pay Act + GINA + EEOC Charge of Discrimination 300-day filing + EEOC McDonnell Douglas burden-shifting + Faragher-Ellerth Affirmative Defense plus US Section 5 NLRA NLRB unfair labor practice + Weingarten Rights + Garrity Rights + Section 7 protected concerted activity plus US OSHA Section 11(c) whistleblower retaliation + SOX 806 + Dodd-Frank §922 SEC Whistleblower + 2024 DOJ Whistleblower Award Program plus UK Equality Act 2010 Section 26 harassment + Section 27 victimisation + Section 109 employer liability + UK ERA 1996 Section 98 unfair dismissal + Section 86 statutory minimum notice + Section 95 constructive dismissal + ACAS Code of Practice on Disciplinary and Grievance Procedures + UK PIDA 1998 + UK Worker Protection Act 2023 plus EU Equal Treatment Directive 2000/78/EC + 2006/54/EC + EU Whistleblower Directive 2019/1937 plus GDPR Art. 6 + Art. 9 + Art. 22 + Art. 88 + ADEA OWBPA waiver compliance plus IFRS IAS 19 + ASC 715 termination benefits plus ISO 30414 + ISO 37301 Compliance

Outcome: Cross-jurisdictional litigation exposure reduced from typical 5-10 percent unfair dismissal proceedings ending in settlement to under 1 percent through automated centralised case management plus EEOC McDonnell Douglas burden-shifting documentation + Faragher-Ellerth Affirmative Defense reasonable preventive measures + prompt corrective action + ACAS Code of Practice compliance affecting compensation uplift up to 25 percent + EU Whistleblower Directive 2019/1937 reverse burden of proof + retaliation tracking + 5-year retention + UK Tribunal 3-month filing defense + GDPR Art. 22 prohibition fully automated decision-making + ADEA OWBPA waiver compliance 21-day consideration + 7-day revocation. EEOC backlog 73,485 charges FY2023 + UK Employment Tribunal 86,367 claims FY2023 + EU Whistleblower Directive 100+ employee threshold + class action exposure exceeding USD 10M + multi-plaintiff exposure + EEOC systemic discrimination cases + state AG coordination - centralised platform identifies pattern-and-practice + statute of limitations gaps + investigation documentation gaps + retaliation indicators + works council consultation defects that typically remain hidden in fragmented case files until charge filing + Tribunal claim + class action notification

63% Rules Engine
6% AI Agent
31% Human

The agent decomposes employee relations case management into 10 deterministic procedural decisions plus 1 ML-augmented pattern-and-practice indicator plus 5 human escalations - each with statute citation plus investigation audit trail plus appeal path.

EEOC backlog 73,485 charges FY2023 plus UK Tribunal claims 3-month limit plus EU Whistleblower Directive 2019/1937 reverse burden plus class action exposure

Cross-jurisdictional employee relations case management faces four parallel statutory regimes with substantially different consequences: US Title VII Civil Rights Act 1964 + ADEA + ADA + Equal Pay Act + GINA + EEOC Charge of Discrimination 300-day filing limit + EEOC McDonnell Douglas burden-shifting + Faragher-Ellerth Affirmative Defense reasonable preventive measures + prompt corrective action + employee unreasonably failed to use complaint procedure with EEOC backlog 73,485 charges FY2023 + compensatory and punitive damages capped 50-300 employer size + uncapped under state law California FEHA. UK Equality Act 2010 Section 26 harassment + Section 27 victimisation + Section 109 employer liability + Section 124 Employment Tribunal remedies (uncapped compensation) + UK ERA 1996 Section 98 unfair dismissal grounds + Section 86 statutory minimum notice + Section 95 constructive dismissal + ACAS Code of Practice on Disciplinary and Grievance Procedures (uplift up to 25 percent or reduction up to 25 percent compensation) + UK PIDA 1998 + UK Worker Protection Act 2023 sexual harassment positive duty effective 26 October 2024 with UK Employment Tribunal 86,367 claims FY2023. EU Equal Treatment Directive 2000/78/EC + 2006/54/EC + EU Whistleblower Directive 2019/1937 transposition national law + protected reporting channels (internal + external + public) + 100+ employee threshold + retaliation prohibition + reverse burden of proof + 5-year retention + cross-border reporting Article 13. GDPR Art. 6 + Art. 9 special category data + Art. 22 prohibition fully automated decision-making + Art. 88 employee data + UK GDPR + DPA 2018 + ICO Employment Practices Code Section 4 medical information. This four-regime constellation means every employee relations case in a S&P 500 + FTSE 350 + DAX + MDAX corporation or upper mid-market 500-5,000 employees can simultaneously trigger up to four different statutory obligations with cumulative penalty exposure exceeding USD 10M plus class action risk plus regulatory cascade.

Litigation risks Title VII compensatory damages plus UK Tribunal uncapped plus EU reverse burden plus class action exposure

Cumulative litigation exposure relevant: US Title VII compensatory and punitive damages capped 50-300 employer size (15-100 employees USD 50,000 + 101-200 USD 100,000 + 201-500 USD 200,000 + 501+ USD 300,000) + uncapped under state law California FEHA Section 12940 + uncapped under Section 1981 race discrimination + back pay uncapped + front pay equitable + attorney fees Title VII Section 706(k); EEOC pattern-and-practice case + state AG coordination + multi-state coalition action. ADEA back pay + double damages willful violation + reinstatement + attorney fees + costs. UK Employment Tribunal uncapped compensation in discrimination + whistleblower cases + capped statutory unfair dismissal compensation (52 weeks gross pay or GBP 105,707 whichever lower 2024-2025) + ACAS Code uplift up to 25 percent or reduction up to 25 percent + injury to feelings (Vento bands GBP 1,200-56,200 lower band + middle band + upper band 2024); UK Group Litigation Order CPR 19.10-19.13 multi-claimant exposure. EU Whistleblower Directive 2019/1937 reverse burden of proof + retaliation tracking + cross-border reporting Article 13; EU national transposition penalties varying. GDPR fines up to 4 percent group revenue or EUR 20 Mio + UK ICO penalties up to GBP 17.5M or 4 percent global turnover. SOX 806 publicly traded company whistleblower private right of action + Dodd-Frank §922 SEC Whistleblower 10-30 percent monetary award + 2024 DOJ Whistleblower Award Program criminal corporate misconduct. Class action exposure for systemic discrimination + harassment + retaliation patterns + EEOC systemic case + FLSA collective action 29 USC 216(b). The agent prevents litigation exposure through automated case management with statute of limitations control + burden-shifting documentation + Faragher-Ellerth defense file + ACAS Code compliance + reverse burden documentation instead of fragmented case files.

10 deterministic procedural decisions plus 1 ML pattern-and-practice indicator plus 5 human escalations

The agent decomposes employee relations case management into 16 micro-decisions: 10 rule-based, 1 ML-augmented indicator, 5 human escalations. Each decision documents: step description, decision question, decider classification (R for rule-based, A for ML indicator non-final decision, H for human mandatory escalation), reasoning with statute citation plus investigation audit trail, appeal path. The 10 R decisions encompass: Case Type Classification plus Statute Mapping, Conflict-of-Interest Investigator Assignment, Confidentiality Controls plus GDPR Art. 9 Special Category Protection, Statute of Limitations plus ACAS Code Deadline Calculation, Notification Workflow plus Right to Be Accompanied plus Weingarten Rights, Performance Improvement Plan PIP Generation, Mediation plus ACAS Early Conciliation, Severance Agreement Generation plus OWBPA Waiver Compliance, Whistleblower Retaliation Protection plus Reverse Burden, Cross-Border Investigation Coordination plus GDPR Chapter V Transfer. The 5 H decisions encompass: Case Intake plus Whistleblower Channel Triage, Investigation Documentation plus Burden-Shifting Framework, Disciplinary Action Decision plus ACAS Code Compliance, Termination Preparation plus Faragher-Ellerth Defense Documentation, Audit Committee Escalation for SOX 806 plus Dodd-Frank plus Class Action. The 1 A decision is Class Action Risk Mitigation plus Pattern-and-Practice Analysis with NLP case clustering + statistical significance + protected class disparate impact + collective action indicators + General Counsel validation.

Why checklists are not enough at four parallel jurisdictions

A checklist is static. It models the ideal case, not the branches. A US harassment complaint where the employee filed an EEOC charge follows a different path than one where they did not. A UK grievance where the employee invokes ACAS Early Conciliation differs from one where the Tribunal claim filed directly - both differ from cross-border whistleblower disclosure under EU Whistleblower Directive 2019/1937 Article 13. Every branch creates new deadlines, new documentation requirements, new participants, new burden-shifting triggers. In an organisation with 1,500 employees, between 15 and 40 employee relations cases run in parallel at any given time, each in a different phase with different burden-of-proof thresholds. When an EEOC Right-to-Sue letter surfaces three days before the 90-day filing deadline, the scramble begins. Scrambling produces exactly the errors that tip proceedings: incomplete investigation file, missing Faragher-Ellerth defense documentation, premature action before ACAS Code response period expires, retaliation indicators ignored, reverse burden documentation gaps.

Edge cases with cross-border whistleblower plus AI-augmented HR plus union employees

Complex employee relations scenarios are explicitly documented. Cross-border whistleblower disclosure under EU Whistleblower Directive 2019/1937 Article 13 requires protected reporting channels coordination + reverse burden of proof + 5-year retention + cross-border data transfer assessment GDPR Chapter V + Standard Contractual Clauses Commission Implementing Decision 2021/914 + EU-US Data Privacy Framework. AI-augmented HR with EU AI Act Annex III Point 4 HR-Recruitment AI Systems high-risk classification triggers Article 26 deployer obligations + Article 27 FRIA + Article 86 right to explanation + Article 13 transparency + Article 14 human oversight + GDPR Art. 22 prohibition fully automated decision-making with mandatory human validation when risk-scoring or recommendation engine for disciplinary action. Union employees under NLRA Section 7 rights + Weingarten Rights union representative + Section 8(a)(1) interference + employee surveillance restrictions + electronic communications policy review + collective bargaining over disciplinary procedures + grievance arbitration + just cause standard. Public employees under Garrity Rights Fifth Amendment compelled statements + Loudermill due process pre-termination hearing + civil service protection. Multi-jurisdictional employees triggering case under multiple regimes with conflicting statute of limitations + identity verification + reverse burden + Faragher-Ellerth Affirmative Defense documentation. SOX 806 publicly traded company whistleblower with mandatory Audit Committee notification + General Counsel + outside counsel + Dodd-Frank §922 SEC Whistleblower Program 10-30 percent monetary award + 2024 DOJ Whistleblower Award Program criminal corporate misconduct.

Integration with Workday + SAP + NAVEX + EQS + Convercent across US + UK + EU

The agent integrates with the leading global HRIS + Whistleblower + Case Management platforms via API: Workday HCM Cases + Workday Investigate as cloud-native US Fortune 500 market leader with embedded employee relations case management. SAP SuccessFactors HR Cases + SAP HCM Disciplinary as German Konzern HCM market leader with collective agreement-aware case management. Oracle HCM Cases + Oracle HCM Performance Management as enterprise HCM tightly integrated with Oracle ERP. ADP Workforce Now + ADP Smart Compliance for US payroll + ACA reporting + termination workflow. BambooHR HRIS + Personio Cases + Personio Whistleblower Platform + ServiceNow HR + Salesforce HR Service Cloud + Microsoft Dynamics 365 HR for mid-market case management with EU Whistleblower Directive workflows. NAVEX EthicsPoint Case Management + NAVEX Risk360 as market-leading Whistleblower and Ethics Hotline platform. EQS Integrity Line + EQS Whistleblower System as integrated Whistleblower and Compliance platform. Convercent (Mitratech) Case Management + GAN Integrity Cases + Whispli + Lighthouse + Speakfully + Vault Compliance as Whistleblower Platforms with EU Whistleblower Directive 2019/1937 + UK PIDA + US SOX 806 + Dodd-Frank §922 + 2024 DOJ Whistleblower Award Program. Compyl + AuditBoard + LogicGate + ZenGRC + RiskOptics for enterprise GRC covering employee relations case management + investigation tracking + DPIA workflow + audit trail. Cross-reference to Employee-Data-Management-Agent Cluster #30 + Audit-Compliance-Agent Cluster #22 + Compliance-Monitoring-Agent Cluster #25 + Compensation-Benchmarking-Agent Cluster #26.

Micro-Decision Table

Who decides in this agent?

16 decision steps, split by decider

63%(10/16)
Rules Engine
deterministic
6%(1/16)
AI Agent
model-based with confidence
31%(5/16)
Human
explicitly assigned
Human
Rules Engine
AI Agent
Each row is a decision. Expand to see the decision record and whether it can be challenged.
Case Intake plus Whistleblower Channel Triage Is the case a grievance + harassment complaint + disciplinary referral + whistleblower disclosure + retaliation claim and which reporting channel applies (internal HR + EU Whistleblower Directive 2019/1937 protected channel + UK PIDA disclosure + US SOX 806 + Dodd-Frank §922 SEC Whistleblower)? Human

Human intake required to assess urgency + sensitivity + statute applicability + reporting channel selection; EU Whistleblower Directive 2019/1937 protected reporting channels (internal + external + public) with reverse burden of proof; UK PIDA qualifying disclosure + reasonable belief test + public interest test; US SOX 806 publicly traded companies + Dodd-Frank §922 SEC Whistleblower 10-30 percent monetary award; intake assessment determines downstream confidentiality controls + statute of limitations clock

Decision Record

Decider ID and role
Decision rationale
Timestamp and context

Challengeable: Yes - via manager, works council, or formal objection process.

Challengeable by:

Case Type Classification plus Statute Mapping Which statutory framework applies: US Title VII + ADEA + ADA + Equal Pay Act + GINA + EEOC Charge of Discrimination + UK Equality Act 2010 Section 26 harassment + Section 27 victimisation + UK ERA 1996 Section 98 unfair dismissal + EU Equal Treatment Directive 2000/78/EC + GDPR Art. 9 special category? Rules Engine Auditor

Rule-based statute mapping per case type + jurisdiction + protected characteristic + complainant residence; US Title VII protected classes (race + colour + religion + sex + national origin) + ADEA (40+) + ADA (disability) + Equal Pay Act (sex-based wage); UK Equality Act 9 protected characteristics; EU Equal Treatment Directive transposition national law; statute of limitations clock starts at intake (300-day EEOC + 3-month UK Tribunal + national law EU)

Decision Record

Rule ID and version number
Input data that triggered the rule
Calculation result and applied formula

Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.

Challengeable by: Auditor

Conflict-of-Interest Investigator Assignment Which HR specialist + investigator + outside counsel is assigned with conflict-of-interest screening (no direct reporting line + no personal relationship + appropriate seniority)? Rules Engine Auditor

Rule-based assignment with conflict-of-interest matrix screening direct reporting + personal relationship + prior involvement + appropriate seniority; for harassment + retaliation + whistleblower cases mandatory escalation outside counsel or compliance function; for SOX 806 + Dodd-Frank §922 cases mandatory General Counsel + Audit Committee notification; ABA Model Rules of Professional Conduct 1.7 conflict of interest

Decision Record

Rule ID and version number
Input data that triggered the rule
Calculation result and applied formula

Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.

Challengeable by: Auditor

Confidentiality Controls plus GDPR Art. 9 Special Category Protection Which case-level access controls + GDPR Art. 9 special category data protection + ADA segregated medical files + HIPAA Authorization apply (case handler + legal counsel + investigator only) plus retaliation prevention measures? Rules Engine Vendor

Rule-based access control per case type with GDPR Art. 9 special category data protection + Art. 32 appropriate security measures + ADA Title I 42 USC 12112(d) segregated medical files + 29 CFR 1630.14 confidentiality + UK Equality Act Section 60 health questions + ICO Employment Practices Code Section 4 medical information; EU Whistleblower Directive 2019/1937 confidentiality reporting + retaliation prohibition + reverse burden of proof

Decision Record

Rule ID and version number
Input data that triggered the rule
Calculation result and applied formula

Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.

Challengeable by: Vendor

Statute of Limitations plus ACAS Code Deadline Calculation What deadlines apply: EEOC 300-day Charge of Discrimination filing + UK Employment Tribunal 3-month claim + ACAS Code of Practice timing + Working Time Regulations + EU Whistleblower Directive 90-day acknowledgement + 3-month feedback + UK PIDA 5-year retention? Rules Engine Auditor

Rule-based deadline calculation per statute + jurisdiction with calendar engine; EEOC 300-day filing limit (180-day where no state FEPA); UK Employment Tribunal 3-month claim filing + ACAS early conciliation 6-week mandatory pre-Tribunal; ACAS Code timing (reasonable investigation + invitation to hearing + right to be accompanied + appeal) compliance affects compensation uplift up to 25 percent; EU Whistleblower Directive 2019/1937 acknowledgement 7 days + feedback 3 months; staged reminders + escalation rule-based

Decision Record

Rule ID and version number
Input data that triggered the rule
Calculation result and applied formula

Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.

Challengeable by: Auditor

Investigation Documentation plus Burden-Shifting Framework Which investigation activities + interview records + documentary evidence + chronological log are documented per EEOC McDonnell Douglas burden-shifting + UK Equality Act Section 136 reverse burden + EU reverse burden of proof? Human

Human investigator documentation of investigation activities including interview records + documentary evidence + chronological log + credibility assessment; EEOC McDonnell Douglas burden-shifting framework prima facie + employer legitimate non-discriminatory reason + pretext; UK Equality Act Section 136 reverse burden of proof + EU reverse burden Equal Treatment Directive; Faragher-Ellerth Affirmative Defense reasonable preventive measures + prompt corrective action; documentation must be thorough + impartial + timely

Decision Record

Decider ID and role
Decision rationale
Timestamp and context

Challengeable: Yes - via manager, works council, or formal objection process.

Challengeable by:

Notification Workflow plus Right to Be Accompanied plus Weingarten Rights Which notifications are required: ACAS Code right to be accompanied + Weingarten Rights union representative + Garrity Rights public employee + works council consultation + complainant + respondent + witnesses + outside counsel? Rules Engine Auditor

Rule-based notification workflow per case type + jurisdiction; UK ACAS Code right to be accompanied (trade union representative + colleague); US Weingarten Rights union representative interview at investigatory interview that may result in discipline; Garrity Rights public employee Fifth Amendment compelled statements; works council consultation under EU collective consultation directives + UK ICE Regulations + German Works Constitution Act; staged notification with response deadlines

Decision Record

Rule ID and version number
Input data that triggered the rule
Calculation result and applied formula

Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.

Challengeable by: Auditor

Disciplinary Action Decision plus ACAS Code Compliance Which disciplinary action applies: verbal warning + written warning + final warning + suspension + termination per ACAS Code of Practice + progressive discipline policy + just cause + Section 98 unfair dismissal grounds? Human

Human decision on disciplinary action with ACAS Code of Practice compliance affecting compensation uplift up to 25 percent or reduction up to 25 percent; UK ERA Section 98 unfair dismissal grounds (capability + conduct + redundancy + statutory illegality + SOSR); progressive discipline policy + just cause standard + just provocation; documented reasoning by decision-maker; cross-reference to Performance Improvement Plan PIP + termination preparation

Decision Record

Decider ID and role
Decision rationale
Timestamp and context

Challengeable: Yes - via manager, works council, or formal objection process.

Performance Improvement Plan PIP Generation Are PIP objectives + measurable criteria + reasonable accommodation + timeline + support resources documented + ADA reasonable accommodation interactive process + UK reasonable adjustments? Rules Engine

Rule-based PIP template generation with SMART objectives + measurable performance criteria + reasonable accommodation interactive process + timeline 30-90 days + support resources + check-in cadence + escalation criteria; ADA Title I 42 USC 12112 reasonable accommodation interactive process + 29 CFR 1630.2(o); UK Equality Act 2010 Section 20 reasonable adjustments + Section 21 failure to make reasonable adjustments; documentation supports just cause defense for subsequent termination

Decision Record

Rule ID and version number
Input data that triggered the rule
Calculation result and applied formula

Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.

Challengeable by:

Mediation plus ACAS Early Conciliation Is the case suitable for mediation + ACAS Early Conciliation 6-week mandatory + AAA Employment Arbitration + JAMS Mediation + FMCS Federal Mediation and Conciliation Service? Rules Engine

Rule-based mediation suitability assessment with willingness of parties + power dynamics + harassment severity + retaliation risk + statute of limitations preservation; ACAS Early Conciliation 6-week mandatory pre-UK Tribunal; mandatory arbitration agreements (Federal Arbitration Act + state-specific limits); AAA Employment Arbitration + JAMS + FMCS; cross-reference to settlement agreement + non-disclosure clauses (US 2022 Speak Out Act + state-specific limits + UK Worker Protection Act 2023)

Decision Record

Rule ID and version number
Input data that triggered the rule
Calculation result and applied formula

Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.

Challengeable by:

Termination Preparation plus Faragher-Ellerth Defense Documentation Are termination grounds documented + investigation file complete + Faragher-Ellerth Affirmative Defense documented + ACAS Code compliance + works council consultation + EEOC charge defense + UK Tribunal defense file? Human

Human decision termination with comprehensive defense documentation; Faragher-Ellerth Affirmative Defense (reasonable preventive measures + prompt corrective action + employee unreasonably failed to use complaint procedure); EEOC McDonnell Douglas defense (legitimate non-discriminatory reason + pretext); UK ERA Section 98 unfair dismissal grounds + ACAS Code compliance affecting compensation; works council consultation + co-determination; OWBPA waiver requirements 21-day consideration + 7-day revocation

Decision Record

Decider ID and role
Decision rationale
Timestamp and context

Challengeable: Yes - via manager, works council, or formal objection process.

Severance Agreement Generation plus OWBPA Waiver Compliance Are severance agreement terms compliant: OWBPA waiver requirements 21-day consideration + 7-day revocation + written advice to consult attorney + Knowing and Voluntary requirements + non-disclosure limits + ACAS Code Settlement Agreements + UK Section 203 ERA validity? Rules Engine Vendor

Rule-based severance agreement generation with OWBPA Section 626(f) waiver of age discrimination claims (21-day consideration + 7-day revocation + written advice to consult attorney + Knowing and Voluntary requirements + 45 days for group programs); 2022 Speak Out Act non-disclosure limits sexual assault sexual harassment; UK ACAS Code of Practice on Settlement Agreements + ERA Section 203 settlement agreement validity (independent legal advice + qualified adviser); IFRS IAS 19 + ASC 712 termination benefits accounting

Decision Record

Rule ID and version number
Input data that triggered the rule
Calculation result and applied formula

Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.

Challengeable by: Vendor

Whistleblower Retaliation Protection plus Reverse Burden Are whistleblower retaliation protection measures activated: EU Whistleblower Directive 2019/1937 reverse burden + UK PIDA + US SOX 806 + Dodd-Frank §922 + 2024 DOJ Whistleblower Award Program + retaliation tracking? Rules Engine Auditor

Rule-based whistleblower retaliation protection with EU Whistleblower Directive 2019/1937 reverse burden of proof + protected reporting channels + retaliation prohibition + 5-year retention; UK PIDA qualifying disclosure + reasonable belief + public interest test; US SOX 806 publicly traded companies + Dodd-Frank §922 SEC Whistleblower 10-30 percent monetary award + 2024 DOJ Whistleblower Award Program criminal corporate misconduct; retaliation tracking + reverse burden documentation; cross-reference to NAVEX EthicsPoint + EQS Integrity Line + Whispli

Decision Record

Rule ID and version number
Input data that triggered the rule
Calculation result and applied formula

Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.

Challengeable by: Auditor

Class Action Risk Mitigation plus Pattern-and-Practice Analysis Is the case part of pattern-and-practice + class action risk + EEOC systemic discrimination case + multi-plaintiff exposure + state AG coordination + collective action under FLSA + UK Group Litigation Order GLO? AI Agent

ML-augmented pattern-and-practice analysis with NLP case clustering + statistical significance + protected class disparate impact + collective action indicators; LLM output indicator not final decision; human validation General Counsel + Employment Counsel + Audit Committee; EEOC systemic discrimination case + multi-plaintiff exposure; FLSA collective action 29 USC 216(b) + state-specific class action; UK Group Litigation Order CPR 19.10-19.13; cross-reference to Audit-Compliance-Agent Cluster #22

Decision Record

Model version and confidence score
Input data and classification result
Decision rationale (explainability)
Audit trail with full traceability

Challengeable: Yes - fully documented, reviewable by humans, objection via formal process.

Challengeable by:

Cross-Border Investigation Coordination plus GDPR Chapter V Transfer Is cross-border investigation coordination required: EU Whistleblower Directive 2019/1937 Article 13 + GDPR Chapter V Standard Contractual Clauses + EU-US Data Privacy Framework + UK IDTA + Schrems II Transfer Impact Assessment + multi-jurisdictional witness interviews + outside counsel coordination? Rules Engine Auditor

Rule-based cross-border investigation workflow with EU Whistleblower Directive 2019/1937 Article 13 cross-border reporting + GDPR Chapter V Art. 44-50 (adequacy decision + Standard Contractual Clauses Commission Implementing Decision 2021/914 + EU-US Data Privacy Framework Commission Implementing Decision 2023/1795 + UK IDTA International Data Transfer Agreement post-Brexit) + Schrems II Transfer Impact Assessment + supplementary measures encryption + multi-jurisdictional witness interview coordination + outside counsel privilege protection (US attorney-client privilege + UK legal professional privilege + EU national variations)

Decision Record

Rule ID and version number
Input data that triggered the rule
Calculation result and applied formula

Challengeable: Yes - rule application verifiable. Objection possible for incorrect data or wrong rule version.

Challengeable by: Auditor

Audit Committee Escalation for SOX 806 plus Dodd-Frank plus Class Action Which cases require Audit Committee escalation: SOX 806 whistleblower + Dodd-Frank §922 SEC Whistleblower + DOJ Whistleblower Award Program + class action exposure + EEOC systemic discrimination + UK Tribunal Group Litigation + cross-border investigations + GDPR Art. 22 violations? Human

Human escalation required Audit Committee + General Counsel + Employment Counsel + DPO + Compliance Officer for SOX 806 publicly traded company whistleblower + Dodd-Frank §922 SEC Whistleblower + 2024 DOJ Whistleblower Award Program criminal corporate misconduct + class action exposure CCPA + Illinois BIPA + state breach notification + EEOC systemic discrimination case + UK Group Litigation Order + cross-border investigations + GDPR Art. 22 fully automated decision-making violations; these are judgement decisions that cannot be made without External Counsel + outside privacy counsel + Big-4 advisors

Decision Record

Decider ID and role
Decision rationale
Timestamp and context

Challengeable: Yes - via manager, works council, or formal objection process.

Decision Record and Right to Challenge

Every decision this agent makes or prepares is documented in a complete decision record. Affected employees can review, understand, and challenge every individual decision.

Which rule in which version was applied?
What data was the decision based on?
Who (human, rules engine, or AI) decided - and why?
How can the affected person file an objection?
How the Decision Layer enforces this architecturally →

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Governance Notes

EU AI Act: Not High Risk
The Employee Relations Case Agent does not classify as EU AI Act high-risk system (administers case files without making employment-affecting decisions about individual employees), but the data sensitivity is extreme: employee relations cases involve allegations + investigation findings + disciplinary outcomes that must be protected with the highest confidentiality. GDPR Art. 6 lawful basis (Art. 6(1)(c) legal obligation + Art. 6(1)(f) legitimate interest investigation) + Art. 9 special category data (health + trade union + sexual orientation) prohibition + Art. 9(2)(b) employment exception + Art. 22 prohibition fully automated decision-making with legal effects + Art. 32 appropriate security measures + Art. 35 DPIA mandatory at high risk + Art. 88 specific employee data rules + Art. 39 DPO consultation. UK GDPR + DPA 2018 employee data in disciplinary investigations + ICO Employment Practices Code Section 4 medical information + Section 5 monitoring at work. US Title VII Civil Rights Act 1964 + ADEA + ADA + Equal Pay Act + GINA + EEOC Charge of Discrimination 300-day filing + EEOC McDonnell Douglas burden-shifting + Faragher-Ellerth Affirmative Defense + state Fair Employment Practices Agency partner agencies California CRD + New Jersey DCR + dual-filing work-sharing. US Section 5 NLRA NLRB unfair labor practice + Weingarten Rights + Garrity Rights + Beck Rights + Section 7 protected concerted activity + Section 10 6-month filing limit. US OSHA Section 11(c) whistleblower retaliation + SOX 806 publicly traded company + Dodd-Frank §922 SEC Whistleblower 10-30 percent monetary award + 2024 DOJ Whistleblower Award Program + 22 sectoral whistleblower statutes. UK Equality Act 2010 Section 26 harassment + Section 27 victimisation + Section 109 employer liability + Section 124 Employment Tribunal remedies (uncapped compensation) + UK ERA 1996 Section 98 unfair dismissal grounds + Section 86 statutory minimum notice + Section 95 constructive dismissal + Section 230 worker definition + ACAS Code of Practice on Disciplinary and Grievance Procedures (uplift up to 25 percent or reduction up to 25 percent) + UK PIDA 1998 + UK Worker Protection Act 2023 sexual harassment duty effective 26 October 2024. EU Equal Treatment Directive 2000/78/EC + 2006/54/EC + EU Whistleblower Directive 2019/1937 transposition national law + protected reporting channels + 100+ employee threshold + retaliation prohibition + reverse burden of proof + 5-year retention + cross-border reporting Article 13. EU Posted Workers Directive 2018/957/EU + EU Working Time Directive 2003/88/EC. ADEA Older Workers Benefit Protection Act OWBPA waiver requirements 21-day consideration + 7-day revocation + written advice to consult attorney + Knowing and Voluntary + 45 days group programs. IFRS IAS 19 + ASC 715 + ASC 712 termination benefits + actuarial settlement gain/loss + curtailment. ISO 30414 Human Capital Reporting + ISO 37301 Compliance Management + ISO 19600 Compliance Guidelines + ISO 37001 Anti-Bribery + ISO 27001 + ISO 27701. Document retention case-specific + sectoral (FLSA 3 years + ERISA 6 years + UK DPA 2018 6 years + EEOC 1 year + GDPR Art. 5(1)(e) storage limitation + EU Whistleblower Directive 5-year retention). Penalties cumulative: EEOC compensatory and punitive damages capped 50-300 employer size + uncapped under state law California FEHA + UK Tribunal uncapped compensation + ACAS Code uplift up to 25 percent + GDPR fines up to 4 percent group revenue or EUR 20 Mio + class action exposure exceeding USD 10M + EEOC systemic discrimination cases + state AG coordination + multi-state coalition action. Decision-Layer Traceability of every case management decision plus investigation audit trail + Faragher-Ellerth defense documentation + reverse burden documentation for defense against class action + regulatory proceedings EEOC + DOL + NLRB + DOJ + SEC + UK ICO + EHRC + ACAS + EDPB + EU AI Office.

Assessment

Agent Readiness 41-48%
Governance Complexity 76-83%
Economic Impact 41-48%
Lighthouse Effect 38-45%
Implementation Complexity 51-58%
Transaction Volume Weekly

Prerequisites

  • Case Management Platform Integration with Workday HCM Cases + SAP SuccessFactors HR Cases + Oracle HCM Cases + ADP Workforce Now + Personio Cases + BambooHR + ServiceNow HR + Salesforce HR Service Cloud + Microsoft Dynamics 365 HR with Read/Write access to case files + investigation records + GDPR Art. 9 special category data + Art. 88 employee data + UK GDPR + DPA 2018 + ICO Employment Practices Code
  • Whistleblower Platform with NAVEX EthicsPoint + EQS Integrity Line + Convercent + Whispli + Lighthouse + Speakfully + Vault Compliance + EU Whistleblower Directive 2019/1937 protected reporting channels + reverse burden tracking + retaliation monitoring + 5-year retention + cross-border reporting Article 13 + UK PIDA + US SOX 806 + Dodd-Frank §922 SEC Whistleblower
  • Conflict-of-Interest Investigator Assignment with seniority matrix + reporting line check + personal relationship screening + prior involvement check + outside counsel escalation rules for harassment + retaliation + SOX 806 + Dodd-Frank cases + ABA Model Rules of Professional Conduct 1.7 compliance
  • Statute of Limitations Engine with EEOC 300-day filing + UK Employment Tribunal 3-month + ACAS Early Conciliation 6-week + EU national transposition + EU Whistleblower Directive 7-day acknowledgement + 3-month feedback + UK PIDA 5-year retention + calendar engine + staged reminders + escalation
  • Documentation Templates per case type + jurisdiction with EEOC McDonnell Douglas burden-shifting + Faragher-Ellerth Affirmative Defense + UK Equality Act Section 136 reverse burden + EU reverse burden + ACAS Code structure (investigation + invitation + hearing + right to be accompanied + appeal) + Performance Improvement Plan PIP + Severance Agreement OWBPA-compliant
  • Confidentiality Controls with case-level access + GDPR Art. 9 special category protection + ADA segregated medical files + 29 CFR 1630.14 confidentiality + UK Equality Act Section 60 + ICO Employment Practices Code Section 4 medical information + EU Whistleblower Directive 2019/1937 confidentiality + retaliation prohibition
  • Works Council Consultation Workflow with EU collective consultation directives + UK ICE Regulations + German Works Constitution Act + co-determination workflows + cross-reference to disciplinary process + termination preparation + collective bargaining
  • Class Action Risk Mitigation with pattern-and-practice analysis + EEOC systemic discrimination indicators + multi-plaintiff exposure + state AG coordination + FLSA collective action + UK Group Litigation Order CPR 19.10-19.13 + cross-reference to Audit-Compliance-Agent

What this assessment contains: 9 slides for your leadership team

Personalised with your numbers. Generated in 2 minutes directly in your browser. No upload, no login.

  1. 1

    Title slide - Process name, decision points, automation potential

  2. 2

    Executive summary - FTE freed, cost per transaction before/after, break-even date, cost of waiting

  3. 3

    Current state - Transaction volume, error costs, growth scenario with FTE comparison

  4. 4

    Solution architecture - Human - rules engine - AI agent with specific decision points

  5. 5

    Governance - EU AI Act, works council, audit trail - with traffic light status

  6. 6

    Risk analysis - 5 risks with likelihood, impact and mitigation

  7. 7

    Roadmap - 3-phase plan with concrete calendar dates and Go/No-Go

  8. 8

    Business case - 3-scenario comparison (do nothing/hire/automate) plus 3×3 sensitivity matrix

  9. 9

    Discussion proposal - Concrete next steps with timeline and responsibilities

Includes: 3-scenario comparison

Do nothing vs. new hire vs. automation - with your salary level, your error rate and your growth plan. The one slide your CFO wants to see first.

Show calculation methodology

Hourly rate: Annual salary (your input) × 1.3 employer burden ÷ 1,720 annual work hours

Savings: Transactions × 12 × automation rate × minutes/transaction × hourly rate × economic factor

Quality ROI: Error reduction × transactions × 12 × EUR 260/error (APQC Open Standards Benchmarking)

FTE: Saved hours ÷ 1,720 annual work hours

Break-Even: Benchmark investment ÷ monthly combined savings (efficiency + quality)

New hire: Annual salary × 1.3 + EUR 12,000 recruiting per FTE

All data stays in your browser. Nothing is transmitted to any server.

Employee Relations Case Agent - Faragher-Ellerth, ACAS Code, EU 2019/1937 | Gosign

Initial assessment for your leadership team

A thorough initial assessment in 2 minutes - with your numbers, your risk profile and industry benchmarks. No vendor logo, no sales pitch.

All data stays in your browser. Nothing is transmitted.

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Frequently Asked Questions

How does EEOC McDonnell Douglas burden-shifting differ from UK Equality Act Section 136 reverse burden and EU reverse burden of proof?

All three frameworks shift evidentiary burden in discrimination cases but with different mechanics. EEOC McDonnell Douglas burden-shifting framework (McDonnell Douglas Corp v. Green 1973): Step 1 plaintiff prima facie case (protected class + qualified + adverse action + circumstances inferring discrimination); Step 2 employer articulates legitimate non-discriminatory reason; Step 3 plaintiff demonstrates pretext (direct evidence + circumstantial evidence + statistical evidence). UK Equality Act 2010 Section 136 reverse burden (similar to EU Burden of Proof Directive): Step 1 claimant establishes facts from which Tribunal could conclude discrimination; Step 2 burden shifts to respondent to prove non-discriminatory explanation. EU Equal Treatment Directive 2000/78/EC Article 10 reverse burden + 2006/54/EC Article 19 + 2000/43/EC Article 8 transposition by national law (UK Equality Act Section 136 + national transpositions). Practical difference: McDonnell Douglas requires plaintiff burden throughout pretext stage; UK and EU shift burden after prima facie. Faragher-Ellerth Affirmative Defense (Faragher v. City of Boca Raton 1998 + Burlington Industries v. Ellerth 1998): employer affirmative defense if no tangible employment action + reasonable preventive measures + prompt corrective action + employee unreasonably failed to use complaint procedure. The agent automates documentation requirements per framework with EEOC charge defense file + UK Tribunal ET3 response + EU national reverse burden documentation.

How does EU Whistleblower Directive 2019/1937 reverse burden interact with UK PIDA 1998 and US SOX 806 plus Dodd-Frank §922?

Three parallel whistleblower frameworks with different mechanics and protections. EU Whistleblower Directive 2019/1937 (transposition national law): protected reporting channels (internal + external + public) + 100+ employee threshold + retaliation prohibition + reverse burden of proof Article 21 + 7-day acknowledgement + 3-month feedback + 5-year retention + cross-border reporting Article 13 + qualifying disclosures (Union law breaches + financial services + product safety + environment + public procurement + AML + consumer protection + data protection + privacy + nuclear safety + food safety + animal welfare + public health + competition law + corporate tax + Union financial interests). UK PIDA 1998 Public Interest Disclosure Act + ERA 1996 Section 43A-43L: qualifying disclosures (criminal offence + legal obligation breach + miscarriage of justice + health and safety + environmental damage + concealment) + reasonable belief test + public interest test (Chesterton Global Ltd v Nurmohamed 2017) + protected disclosures internal + prescribed persons + Schedule 1 Public Concern at Work + ERA Section 47B detriment + Section 103A automatic unfair dismissal. US SOX 806 18 USC 1514A whistleblower protection publicly traded companies + Dodd-Frank §922 15 USC 78u-6 SEC Whistleblower Program 10-30 percent monetary award sanctions exceeding USD 1M + 2024 DOJ Whistleblower Award Program criminal corporate misconduct + 22 sectoral whistleblower statutes administered by OSHA Whistleblower Protection Program. Cross-border: EU Whistleblower Directive Article 13 cross-border reporting + UK Worker Protection Act 2023 sexual harassment duty effective 26 October 2024. The agent automates protected reporting channel selection + reverse burden tracking + retaliation monitoring + 5-year retention + cross-border Article 13 with NAVEX EthicsPoint + EQS Integrity Line + Convercent + Whispli + Lighthouse + Speakfully + Vault Compliance.

What does ACAS Code of Practice on Disciplinary and Grievance Procedures require and how does it affect compensation?

ACAS Code of Practice on Disciplinary and Grievance Procedures issued under UK Trade Union and Labour Relations (Consolidation) Act 1992 Section 199 establishes minimum standards. Disciplinary procedures: investigate facts + invite to hearing in writing + right to be accompanied (trade union representative + colleague) + reasonable time to prepare + opportunity to respond + decision in writing + right of appeal + appeal hearing + appeal decision in writing. Grievance procedures: written grievance + invite to hearing + right to be accompanied + decision in writing + right of appeal + appeal hearing + appeal decision in writing. Compensation impact UK ERA 1996 Section 207A: unreasonable failure to follow Code uplift up to 25 percent of compensation; unreasonable failure of employee to follow Code reduction up to 25 percent of compensation. Section 98 unfair dismissal grounds (capability + conduct + redundancy + statutory illegality + SOSR) require reasonable investigation + reasonable belief + reasonable response (range of reasonable responses test Iceland Frozen Foods v Jones 1982). ACAS Code applies to disciplinary issues including capability and conduct but not redundancy or end of fixed-term contracts. ACAS Statutory Code 2009 (mandatory) + ACAS Guide non-statutory (good practice). UK Worker Protection Act 2023 (Amendment of Equality Act 2010) sexual harassment positive duty effective 26 October 2024 employer must take reasonable steps to prevent sexual harassment. The agent automates ACAS Code compliance documentation with reasonable investigation + invitation to hearing + right to be accompanied + appeal stages + 25 percent uplift defense file.

How does ADEA Older Workers Benefit Protection Act OWBPA Section 626(f) waiver compliance work and what are the consequences of non-compliance?

ADEA Older Workers Benefit Protection Act OWBPA 29 USC 626(f) waiver requirements for valid release of age discrimination claims. Individual program requirements (single employee severance): Step 1 written advice to consult attorney; Step 2 21-day consideration period; Step 3 7-day revocation period after signing; Step 4 written agreement; Step 5 reference to ADEA rights; Step 6 limitation to claims arising before signing; Step 7 consideration in addition to existing entitlements; Step 8 Knowing and Voluntary requirements (clear language + understanding + consent). Group program requirements (RIF or exit incentive program): Step 1 45-day consideration period (instead of 21); Step 2 7-day revocation; Step 3 written list of all employees in decisional unit + ages + selection criteria; Step 4 written eligibility factors; Step 5 written advice to consult attorney; Step 6 reference to ADEA rights; Step 7 limitation to claims arising before signing; Step 8 consideration in addition. Consequences of non-compliance EEOC v. Murphy Oil USA waiver invalid as a matter of law + EEOC Compliance Manual Section 1: ADEA waiver unenforceable + plaintiff retains right to sue under ADEA + back pay + reinstatement + double damages willful violation + attorney fees + costs; Title VII waiver may also be invalid if Knowing and Voluntary requirements not met. State law variations California FEHA Section 12940 broader anti-discrimination + waiver requirements + state-specific 21-day consideration. The agent automates OWBPA waiver generation with 21-day consideration calendar + 7-day revocation tracking + 45-day group program detection + decisional unit list + selection criteria documentation + cross-reference to severance agreement and termination workflow.

How does the agent handle Faragher-Ellerth Affirmative Defense documentation and prevention of supervisor harassment liability?

Faragher-Ellerth Affirmative Defense (Faragher v. City of Boca Raton 1998 + Burlington Industries v. Ellerth 1998) limits employer vicarious liability for supervisor harassment when no tangible employment action occurred. Employer affirmative defense requires: Element 1 employer exercised reasonable care to prevent and promptly correct harassment (anti-harassment policy + complaint procedure + training + investigation procedures + corrective action); Element 2 employee unreasonably failed to take advantage of preventive or corrective opportunities (failure to use complaint procedure + delayed reporting + bypassing established channels). The defense unavailable when tangible employment action occurred (termination + demotion + denied promotion + significant change in benefits) - vicarious liability strict. Documentation requirements per Element 1: written anti-harassment policy + multiple complaint channels + training records + investigation procedures + corrective action examples + supervisor training documentation. Documentation requirements per Element 2: complaint procedure communication + employee handbook acknowledgement + delayed reporting documentation + alternative channel availability. EEOC Enforcement Guidance Harassment 2023 + EEOC Compliance Manual Section 2 Threshold Issues. State variations New York State Human Rights Law Section 296 employer liability without affirmative defense + California FEHA Section 12940 strict liability supervisor + Illinois Workplace Transparency Act. UK Worker Protection Act 2023 (Amendment of Equality Act 2010) sexual harassment positive duty effective 26 October 2024 - employer must take reasonable steps to prevent sexual harassment. The agent automates Faragher-Ellerth defense documentation with anti-harassment policy versioning + complaint procedure tracking + training records + investigation audit trail + corrective action examples + employee handbook acknowledgement + delayed reporting analysis + UK Worker Protection Act 2023 reasonable steps documentation.

How does GDPR Art. 22 prohibition fully automated decision-making apply to employee relations cases and what is the role of the case agent?

GDPR Art. 22 prohibits decisions based solely on automated processing including profiling that produce legal effects or similarly significantly affect data subjects. Art. 22 applies to employee relations cases when decisions are made solely automated (without meaningful human involvement) with legal effects (employment + termination + promotion + remuneration) or similarly significant effect (PIP + disciplinary action + transfer). Art. 22(2) exceptions: necessary for contract + authorised by Union or Member State law with safeguards + explicit consent (with right to obtain human intervention + express point of view + contest decision). Art. 22(3) safeguards: right to human intervention + right to express point of view + right to contest decision. The Employee Relations Case Agent does NOT make automated decisions about individual employees - all disciplinary actions + termination decisions + PIP decisions remain with HR Business Partners + Employment Counsel + Compliance Officer. The agent administers case files (intake + classification + assignment + confidentiality + statute of limitations + investigation documentation + notification + termination preparation + severance agreement generation) without making employment-affecting decisions. EU AI Act 2024/1689 classification: case management is not high-risk Annex III Point 4 HR-Recruitment AI System unless used for AI-augmented decision-support (e.g. risk scoring + recommendation engine for disciplinary action). When AI-augmented decision-support: Article 26 deployer obligations + Article 27 FRIA Fundamental Rights Impact Assessment + Article 86 right to explanation + Article 13 transparency + Article 14 human oversight + GDPR Art. 22 mandatory human validation. The agent enforces Art. 22 prohibition through audit trail of human decision-makers + decision documentation + reasoning + signatures + cross-reference to Employee-Data-Management-Agent Cluster #30 + Compensation-Benchmarking-Agent Cluster #26.

How does the Employee Relations Case Agent differ from the Employee Data Management Agent and Audit Compliance Agent?

All three agents work in HR governance but with different focuses. The Employee Data Management Agent (Cluster #30) focuses on employee data lifecycle management + Master Data synchronisation + GDPR Art. 5+9+22+88 + UK GDPR + CCPA/CPRA + 12+ state privacy laws + HIPAA + ADA + ERISA + FCRA + Privacy by Design + Pseudonymisation + Encryption + Right to Erasure cross-system cascade + DSAR + DPIA + RAT + Article 28 DPA + Cross-Border Transfer + Breach Notification 72h. The Audit Compliance Agent (Cluster #22) focuses on audit-driven compliance reporting + SOX 404 + 302 internal control + ISA 315 audit-driven compliance + EEOC + DOL + ICO regulatory proceedings + class action defense + audit trail consolidation across HR processes. The Employee Relations Case Agent (this one) focuses on case management lifecycle + grievance + harassment investigation + disciplinary action + whistleblower + retaliation + termination preparation + Performance Improvement Plan PIP + Severance Agreement + Class Action Risk Mitigation + Title VII Faragher-Ellerth Affirmative Defense + EEOC McDonnell Douglas burden-shifting + UK Equality Act Section 109 employer liability + ACAS Code of Practice + EU Whistleblower Directive 2019/1937 reverse burden + GDPR Art. 22 prohibition. Cross-reference: Employee Relations Case Agent provides case management posture as input for Audit Compliance Agent regulatory proceedings + Compliance Monitoring Agent continuous compliance dashboard. Audit Compliance Agent triggers Employee Relations Case workflows for investigation + disciplinary action when audit findings identify policy violations. Employee Data Management Agent provides data lifecycle controls for case file confidentiality + GDPR Art. 9 special category protection + retention. Consistency check: all three agents reference GDPR Art. 88 + UK GDPR + employment statutes. At policy violations cross-validation workflow occurs between three agents plus External Counsel + Employment Counsel + outside counsel.

What Happens Next?

1

30 minutes

Initial call

We analyse your process and identify the optimal starting point.

2

1 week

Discover

Mapping your decision logic. Rule sets documented, Decision Layer designed.

3

3-4 weeks

Build

Production agent in your infrastructure. Governance, audit trail, cert-ready from day 1.

4

12-18 months

Self-sufficient

Full access to source code, prompts and rule versions. No vendor lock-in.

Implement This Agent?

We assess your process landscape and show how this agent fits into your infrastructure.