{"schema":"seenrelay-company-fleet-case-study-v1","verified_at":"2026-10-02","evidence_type":"first_party_real_operating_workload_plus_synthetic_external_client_rehearsal","customer_roi_claim":false,"external_adoption_claim":false,"net_customer_savings_claim":false,"universal_savings_claim":false,"workload":{"department_agents":8,"tenant_identities":2,"first_party_tenants":1,"synthetic_external_client_tenants":1,"independent_role_analyses_preserved":8},"baseline":{"provider_cost_usd":0.16499684,"billable_web_search_actions":13,"top_level_model_responses":8},"seenrelay":{"provider_cost_usd":0.05560972,"billable_web_search_actions":4,"top_level_model_responses":10,"authoritative_shared_packets":2,"cross_tenant_reuse":false},"result":{"gross_provider_cost_avoided_usd":0.10938712,"gross_provider_cost_reduction_fraction":0.662964939,"semantic_contract_pass":true,"tenant_isolation_pass":true},"interpretation":{"product_shape":"shared evidence, independent reasoning","measured":"gross operational provider cost for the paired first-party run","not_measured":"monetized local coordination, engineering or integration overhead","claim":"SeenRelay reduced repeated paid evidence collection while preserving eight independent role analyses in this bounded run."},"next_step":{"command":"npx seenrelay scan","rule":"Start in shadow and keep SeenRelay only when your own normal workload proves positive safe economics."},"canonical_url":"https://seenrelay.com/case-studies/company-fleet","machine_url":"https://seenrelay.com/case-studies/company-fleet.json","proof_atlas":"https://seenrelay.com/proof","quickstart":"https://seenrelay.com/quickstart"}