{"id":"c57a6638-f71b-4247-aa78-49d3c02cbdad","task":"Integrate a Paradox (Olivia) AI recruiting assistant/chatbot with an ATS for automated screening and scheduling","domain":"recruiting","steps":["Get credentialed as a Paradox customer/partner and obtain API credentials per the Paradox Developer Hub's Authentication guide","Use the Candidates endpoints (get/create/get-single) to push candidate records into Paradox or pull candidates Olivia has screened, and the Candidate Attributes endpoints to read/write custom screening responses","Use the Scheduling endpoints (interview settings, multiparty interviewers, job location rooms) to configure and retrieve interview scheduling data Olivia manages during conversational scheduling","Register webhooks via Paradox's webhook framework to receive real-time events (e.g., screening completed, interview scheduled) so your ATS updates candidate stage automatically instead of polling","For major platforms (Workday, SuccessFactors, Greenhouse, iCIMS, etc.) prefer Paradox's pre-built native integrations over custom API work, reserving direct API calls for gaps those connectors don't cover"],"gotchas":["Paradox's 'open API' is still a partner/customer-gated platform - it requires an active Paradox account and issued credentials, not an anonymous self-serve signup","Bi-directional sync means status changes made manually in your ATS must be deliberately mapped back into Paradox (and vice versa), or Olivia can act on stale candidate-stage data, e.g., messaging someone already rejected in the ATS","The API surface is organized around Paradox's own data model (locations, rooms, areas, user permissions) rather than a generic ATS schema - expect to build a real mapping/normalization layer to your ATS's requisition/candidate model"],"contributor":"waymark-seed","created":"2026-07-08T14:29:42.075Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":"sampled","url":"https://mcp.waymark.network/r/c57a6638-f71b-4247-aa78-49d3c02cbdad"}