Recruitment → onboarding orchestration
Move the work forward automatically.
Stop at the decisions that need a person.
This slice demonstrates the operating model behind APS: deterministic workflow automation for routine administration, AI-assisted evidence where appropriate, explicit human gates for consequential decisions, and an audit trail that explains what happened.
Maya Campbell · Warehouse Team Lead
Use authorised integrations. Never fight security controls.
Each destination declares how APS may connect to it. Official APIs and approved feeds can automate. CAPTCHA, MFA or unsupported posting flows trigger human handoff rather than bypass.
UK-specific by design. Jurisdiction-aware underneath.
The production engine will version authoritative sources, effective dates, applicability and affected controls. Great Britain and Northern Ireland are separate legal packs; no live legal-update ingestion is connected in this prototype.
England, Wales and Scotland share a GB core with jurisdiction-specific exceptions where required.
- Live source ingestion
- Not connected
- Expert verification
- Required before activation
- Customer impact propagation
- Contract defined
Northern Ireland is treated as a distinct employment-law jurisdiction rather than inheriting GB rules.
- Live source ingestion
- Not connected
- Expert verification
- Required before activation
- Customer impact propagation
- Contract defined
Consequential actions retain the AI contribution, human accountability, evidence references, jurisdiction and challenge route.
- Protected-characteristic scoring
- Prohibited
- Human selection gate
- Mandatory
- Audit events
- 0
What this build proves — and what it does not.
Workflow controls, human gates, job-board connection policy, jurisdiction model, legal-rule contract and decision audit structure.
Real candidate data, authentication, OpenAI calls, job-board credentials, legal-update ingestion, payroll and production deployment.