{"schema":"szl.vertical-intelligence-profile/v1","vertical":"lyte","product":"Lyte","primary_job":"Trace a technical signal to the customer journey and economic outcome it changes.","unserved_job":"Unify service, agent, delivery, customer, revenue, cost, and risk telemetry without flattening causality into a dashboard.","reference_patterns":[{"pattern":"New Relic intelligent observability","source_class":"PUBLIC_PRODUCT_PATTERN","proprietary_code_copied":false,"proprietary_data_copied":false},{"pattern":"Honeycomb high-cardinality investigations","source_class":"PUBLIC_PRODUCT_PATTERN","proprietary_code_copied":false,"proprietary_data_copied":false},{"pattern":"Boss business observability","source_class":"PUBLIC_PRODUCT_PATTERN","proprietary_code_copied":false,"proprietary_data_copied":false},{"pattern":"Dynatrace causal context","source_class":"PUBLIC_PRODUCT_PATTERN","proprietary_code_copied":false,"proprietary_data_copied":false}],"tasks":{"root-cause-hypothesis":"khipu-1.5b","business-impact":"khipu-1.5b","slo-investigation":"a11oy-mini","change-risk":"receipt-agent"},"models":[{"repo_id":"SZLHOLDINGS/SZL-Khipu-1.5B","artifact_class":"TRAINED_MODEL","runtime":"REMOTE_EXACT_REVISION_REQUIRED","role":"grounded domain synthesis and structured decision briefs","license":"apache-2.0","endpoint_env":"SZL_MODEL_ENDPOINT_KHIPU_1_5B","revision_env":"SZL_MODEL_REVISION_KHIPU_1_5B","protocol_env":"SZL_MODEL_PROTOCOL_KHIPU_1_5B","token_env":"HF_TOKEN","alias":"khipu-1.5b","state":"UNAVAILABLE","endpoint":null,"endpoint_host":null,"revision":"UNAVAILABLE","revision_evidence":"UNAVAILABLE","protocol":"hf-text-generation","credential_present":false,"credential_value_exposed":false,"blockers":["ENDPOINT_UNAVAILABLE","EXACT_MODEL_REVISION_REQUIRED","MODEL_CREDENTIAL_UNAVAILABLE"]},{"repo_id":"SZLHOLDINGS/szl-receiptagent-qwen35-0.8b-v2","artifact_class":"TRAINED_ADAPTER","runtime":"REMOTE_EXACT_REVISION_REQUIRED","role":"citation, evidence, receipt, and structured-output review","license":"apache-2.0","endpoint_env":"SZL_MODEL_ENDPOINT_RECEIPT_AGENT","revision_env":"SZL_MODEL_REVISION_RECEIPT_AGENT","protocol_env":"SZL_MODEL_PROTOCOL_RECEIPT_AGENT","token_env":"HF_TOKEN","alias":"receipt-agent","state":"UNAVAILABLE","endpoint":null,"endpoint_host":null,"revision":"UNAVAILABLE","revision_evidence":"UNAVAILABLE","protocol":"hf-text-generation","credential_present":false,"credential_value_exposed":false,"blockers":["ENDPOINT_UNAVAILABLE","EXACT_MODEL_REVISION_REQUIRED","MODEL_CREDENTIAL_UNAVAILABLE"]},{"repo_id":"SZLHOLDINGS/A11OY-MINI","artifact_class":"QUANTIZED_DERIVATIVE","runtime":"REMOTE_EXACT_REVISION_REQUIRED","role":"low-latency bounded edge brief and offline-compatible fallback","license":"apache-2.0","endpoint_env":"SZL_MODEL_ENDPOINT_A11OY_MINI","revision_env":"SZL_MODEL_REVISION_A11OY_MINI","protocol_env":"SZL_MODEL_PROTOCOL_A11OY_MINI","token_env":"HF_TOKEN","alias":"a11oy-mini","state":"UNAVAILABLE","endpoint":null,"endpoint_host":null,"revision":"UNAVAILABLE","revision_evidence":"UNAVAILABLE","protocol":"hf-text-generation","credential_present":false,"credential_value_exposed":false,"blockers":["ENDPOINT_UNAVAILABLE","EXACT_MODEL_REVISION_REQUIRED","MODEL_CREDENTIAL_UNAVAILABLE"]}],"kernels":[{"alias":"kernel-suite","repo_id":"SZLHOLDINGS/szl-kernels","role":"portable feature, chain, and deterministic compute primitives","execution_state":"LOCAL_CONTRACT_BOUND"},{"alias":"invariants","repo_id":"SZLHOLDINGS/szl-invariants","role":"source, evidence, schema, and authority invariants","execution_state":"LOCAL_REFERENCE_IMPLEMENTATION"},{"alias":"lambda-gate","repo_id":"SZLHOLDINGS/szl-lambda-gate","role":"weighted geometric advisory gate; uniqueness remains Conjecture 1","execution_state":"LOCAL_REFERENCE_IMPLEMENTATION"},{"alias":"receipt-attn","repo_id":"SZLHOLDINGS/szl-receipt-attn","role":"evidence coverage and receipt-linked output attention","execution_state":"LOCAL_REFERENCE_IMPLEMENTATION"},{"alias":"block-kv","repo_id":"SZLHOLDINGS/szl-block-kv","role":"bounded context budget and session-isolated memory contract","execution_state":"LOCAL_REFERENCE_IMPLEMENTATION"}],"novel_capabilities":[{"name":"business-causality braid linking traces, decisions, journeys, and outcomes","state":"CONTRACT_READY"},{"name":"agent, tool, and model trace with token, latency, energy, quality, and outcome receipts","state":"CONTRACT_READY"},{"name":"decision replay comparing what changed, why, and whether the business recovered","state":"CONTRACT_READY"}],"policy":{"minimum_evidence":2,"lambda_floor":0.78,"context_budget_bytes":128000,"caller_supplied_model_endpoints_allowed":false,"public_or_licensed_data_only":true,"effectors_enabled":false,"human_approval_required":true},"truth_label":"MEASURED"}