CRM model-ready dataset is live
This workspace shows the retained CRM artifacts that later model work can consume: persisted LinkedIn provenance, retained score runs, and operator-feedback snapshots.
No active ready or training batch selected yet.
AI Workspace
Operational preview of the private CRM model dataset and LinkedIn provenance layer.
Slice the retained CRM corpus
Inspect provider-verified vs manual LinkedIn rows per goal, and switch between latest snapshots and full retained history.
0 persisted LinkedIn contacts
0 manual captures, 0 manual imports, 0 provider-verified records.
Latest LinkedIn sync: Not available
manual_only
Recommended path: manual_url_capture
0 LinkedIn contacts in the retained CRM corpus
Next step
Use manual LinkedIn URL capture to persist CRM contacts and provenance immediately.
Next step
Configure provider or OAuth credentials on the private backend before attempting live LinkedIn validation.
6 preview rows
Sarah Miller
Find AI infrastructure investors
Neha Rao
Find AI infrastructure investors
James Lee
Find AI infrastructure investors
James Lee
Find founders to test AiStack
Sarah Miller
Find founders to test AiStack
Neha Rao
Find founders to test AiStack
Latest snapshot profile
Source mix: Unknown 6
Top reasons: NO INTRO PATH 6 · LOW CONFIDENCE DATA 3 · ROLE MATCH 3
Reproducible export descriptor
Export file: aistack-crm-model-dataset-all-goals-all-verification-latest-only.jsonl
Goal IDs: crm_goal_seed_1, crm_goal_seed_2 · Score runs: crm_score_run_seed_local_imo12y9w, crm_score_run_seed_local_j0x6i63p
Payload fingerprint: 6 lines · 11939 bytes · b4c1d5292d9856a47504536c406b66be096121cd2faf741da8ac4721a31caf61
Private JSONL contract preview
The private backend can export the currently filtered CRM training corpus as JSONL for downstream model work. This preview shows the first retained lines without exposing secrets or connector credentials.
aistack-crm-model-dataset-all-goals-all-verification-latest-only.jsonl
{"score_id":"crm_score_run_seed_local_ryium9wp_score_1","score_run":{"id":"crm_score_run_seed_local_ryium9wp","created_at":"2026-06-04T23:29:21.526Z","updated_at":"2026-06-04T23:29:21.526Z","organisation_id":"org_dev","created_by":"user_dev","goal_id":"crm_goal_seed_1","algorithm_version":"aistack_crm_v1","status":"completed"},"goal":{"id":"crm_goal_seed_1","organisation_id":"org_dev","created_by":"user_dev","title":"Find AI infrastructure investors","description":"Identify and rank relevant investors.","goal_type":"fundraising","target_persona":"investor","target_sector":"AI infrastructure","status":"active"},"contact":{"id":"crm_ranked_1","organisation_id":"org_dev","created_by":"user_dev","full_name":"Sarah Miller","primary_organisation":"Apex Grid","role_title":"CTO","contact_kind":"investor","linkedin_url":null,"email":null,"geography":"London","status":"active","notes":null},"opportunity_score":0.49050000000000005,"fit_score":0.5700000000000001,"proximity_score":0.42,"relationship_warmth_score":0.36,"timing_score":0.74,"confidence_score":0.53,"reason_codes_json":["ROLE_MATCH","NO_INTRO_PATH"],"breakdown_json":{"fit":0.5700000000000001,"proximity":0.42,"warmth":0.36,"timing":0.74,"confidence":0.53,"intro_path":"no_intro_path","signal_snapshot":{"contact_kind":"investor","contact_status":"active","source_type":"manual_linkedin_url","verification_status":"unverified","has_email":false,"has_linkedin_url":false,"interaction_count":0,"recent_interaction_count":0,"relationship_count":0,"strong_relationship_count":0,"linkedin_last_synced_at":null},"goal_snapshot":{"goal_id":"crm_goal_seed_1","goal_type":"fundraising","target_persona":"investor","target_sector":"AI infrastructure"},"evidence_summary":{"interaction_ids":[],"relationship_ids":[],"interaction_count":0,"relationship_count":0},"operator_feedback":{"decision_count":0,"latest_action_label":null,"latest_decision_status":null,"latest_source_surface":null,"latest_decided_at":null}},"evidence_ids_json":[]}
{"score_id":"crm_score_run_seed_local_ryium9wp_score_3","score_run":{"id":"crm_score_run_seed_local_ryium9wp","created_at":"2026-06-04T23:29:21.526Z","updated_at":"2026-06-04T23:29:21.526Z","organisation_id":"org_dev","created_by":"user_dev","goal_id":"crm_goal_seed_1","algorithm_version":"aistack_crm_v1","status":"completed"},"goal":{"id":"crm_goal_seed_1","organisation_id":"org_dev","created_by":"user_dev","title":"Find AI infrastructure investors","description":"Identify and rank relevant investors.","goal_type":"fundraising","target_persona":"investor","target_sector":"AI infrastructure","status":"active"},"contact":{"id":"crm_ranked_3","organisation_id":"org_dev","created_by":"user_dev","full_name":"Neha Rao","primary_organisation":"BrightLoop Ventures","role_title":"Principal","contact_kind":"investor","linkedin_url":null,"email":null,"geography":"New York","status":"active","notes":null},"opportunity_score":0.49050000000000005,"fit_score":0.5700000000000001,"proximity_score":0.42,"relationship_warmth_score":0.36,"timing_score":0.74,"confidence_score":0.53,"reason_codes_json":["ROLE_MATCH","NO_INTRO_PATH"],"breakdown_json":{"fit":0.5700000000000001,"proximity":0.42,"warmth":0.36,"timing":0.74,"confidence":0.53,"intro_path":"no_intro_path","signal_snapshot":{"contact_kind":"investor","contact_status":"active","source_type":"manual_linkedin_url","verification_status":"unverified","has_email":false,"has_linkedin_url":false,"interaction_count":0,"recent_interaction_count":0,"relationship_count":0,"strong_relationship_count":0,"linkedin_last_synced_at":null},"goal_snapshot":{"goal_id":"crm_goal_seed_1","goal_type":"fundraising","target_persona":"investor","target_sector":"AI infrastructure"},"evidence_summary":{"interaction_ids":[],"relationship_ids":[],"interaction_count":0,"relationship_count":0},"operator_feedback":{"decision_count":0,"latest_action_label":null,"latest_decision_status":null,"latest_source_surface":null,"latest_decided_at":null}},"evidence_ids_json":[]}0 recorded model exports
No model export activity recorded yet.
0 staged batches
No model training batches staged yet.
Private orchestration remains backend-only
This route exposes frontend-safe summaries and previews only. Scoring logic, enrichment services, connector credentials, and future model orchestration stay in the private AiStack backend.