{"schema":"seenrelay-public-use-case-atlas-v1","updated_at":"2026-10-01","claim_boundary":"A listed domain is not a deployment or customer-ROI claim. Status distinguishes measured vertical evidence from mechanism applicability and research.","statuses":{"VALIDATED_VERTICAL":"Controlled domain-specific evidence exists.","PROVEN_MECHANISM_APPLICABLE":"A SeenRelay economic primitive is proven, but this vertical has not been directly validated.","EXPERIMENTAL":"Structurally promising and benchmark-worthy; no promoted vertical claim yet.","RESEARCH":"Potentially useful, but domain/safety evidence is required before product promotion."},"cases":[{"id":"retail-prices","name":"Retail prices & product monitoring","status":"VALIDATED_VERTICAL","value":"Avoid repeated paid extraction while the relevant commercial state is unchanged; force new work when the state fingerprint changes.","native_first":"Direct product/state signal, provider cache and source validators when sufficient.","integration":"HTTP/extraction wrapper or monitor middleware","proof":"/proof"},{"id":"weather-analysis","name":"Weather-driven downstream analysis","status":"VALIDATED_VERTICAL","value":"Use cheap/native weather state to avoid repeating paid downstream analysis until relevant state changes.","native_first":"Weather provider update cadence, cache and push/event mechanisms.","integration":"State fingerprint + downstream analysis guard","proof":"/proof"},{"id":"agentic-search","name":"AI agent search & research","status":"PROVEN_MECHANISM_APPLICABLE","value":"Coordinate compatible top-level paid search/tool executions only when the caller contract explicitly permits shared fresh results; otherwise preserve the required execution multiplicity.","native_first":"Provider caching, framework single-flight, provider request coalescing where available, and the caller's required multiplicity/diversity contract.","integration":"Agent/tool middleware, MCP or SDK wrapper","proof":"/proof"},{"id":"hosted-compute","name":"Hosted compute, sandboxes & code tools","status":"PROVEN_MECHANISM_APPLICABLE","value":"Avoid allocating multiple billed sessions when compatible callers require one deterministic execution.","native_first":"Provider session reuse and local process coordination.","integration":"Tool/runtime wrapper","proof":"/proof"},{"id":"web-extraction","name":"Web scraping, browser & extraction","status":"PROVEN_MECHANISM_APPLICABLE","value":"Single-flight exact compatible extraction/browser work and reuse bounded results where policy permits.","native_first":"HTTP validators, provider cache, native browser/session reuse.","integration":"HTTP/provider SDK wrapper","proof":"/proof"},{"id":"generated-artifacts","name":"Shared generated artifacts","status":"PROVEN_MECHANISM_APPLICABLE","value":"Generate once when all callers explicitly accept one shared artifact and diversity is not required.","native_first":"Existing asset cache/content-addressed storage.","integration":"Generation-tool wrapper","proof":"/proof"},{"id":"inventory","name":"Inventory & availability monitoring","status":"VALIDATED_VERTICAL","value":"Avoid repeated paid extraction/analysis while the authoritative inventory state is unchanged; force fresh work when the state token changes.","native_first":"Retailer Product API, webhook/feed events and provider cache. If the native state endpoint fully answers the need, SeenRelay should self-reject.","integration":"State monitor + extraction/analysis guard","proof":"/proof"},{"id":"news","name":"News & event-driven monitoring","status":"VALIDATED_VERTICAL","value":"Coordinate bursty search/retrieval around the same event and avoid reprocessing an unchanged event state.","native_first":"Feeds, webhooks, publisher updates and search-provider cache.","integration":"Search/retrieval middleware","proof":"/proof"},{"id":"sports","name":"Live sports & broadcast data","status":"EXPERIMENTAL","value":"Fan out one qualified live-state observation and reduce repeated recovery/polling or downstream analysis.","native_first":"Official push feeds and licensed event streams.","integration":"Stream freshness monitor + local fan-out"},{"id":"logistics","name":"Logistics, tracking & ETA state","status":"EXPERIMENTAL","value":"Avoid repeated status analysis while shipment/fleet state is unchanged.","native_first":"Carrier push/webhook/state feeds.","integration":"Status/state middleware"},{"id":"finance-snapshots","name":"Financial reference, snapshots & derived analysis","status":"EXPERIMENTAL","value":"Coordinate repeated analysis of the same explicit market/reference snapshot.","native_first":"Streaming market feeds, subscriptions and provider-native snapshots.","integration":"Snapshot-aware analysis guard"},{"id":"threat-intel","name":"Threat intelligence & reputation","status":"EXPERIMENTAL","value":"Reduce repeated paid reputation/lookups inside explicit short freshness windows.","native_first":"Vendor cache, feeds and local IOC stores.","integration":"Security enrichment middleware"},{"id":"geocoding","name":"Geocoding & enrichment","status":"EXPERIMENTAL","value":"Coordinate exact stable lookups where provider terms and freshness semantics permit.","native_first":"Local/reference caches and provider-native batching.","integration":"API wrapper"},{"id":"web-traffic-analysis","name":"Web traffic / observability analysis","status":"EXPERIMENTAL","value":"Avoid repeated expensive query, enrichment or AI analysis of the same traffic window/watermark.","native_first":"OpenTelemetry/eBPF collection, materialized queries and SIEM-native aggregation.","integration":"OTel/SIEM/query middleware"},{"id":"iot-edge","name":"Large-scale IoT / edge analytics","status":"EXPERIMENTAL","value":"One expensive downstream analysis per authoritative machine-state version; re-analyze when state changes.","native_first":"MQTT, OPC UA PubSub, Sparkplug state/session semantics.","integration":"Edge analysis guard above native state transport"},{"id":"blockchain-rpc","name":"Blockchain RPC & agentic chain reads","status":"EXPERIMENTAL","value":"Coordinate block-pinned compatible reads, simulations and analysis while revalidating changing head state.","native_first":"Subscriptions, batching, Multicall and provider-native controls.","integration":"Block-aware JSON-RPC proxy or SDK transport"},{"id":"interblockchain","name":"Inter-blockchain status & finality evidence","status":"EXPERIMENTAL","value":"Coordinate repeated cross-chain status/finality observations above interoperability transports.","native_first":"Quant Overledger, CCIP, LayerZero, Hyperlane, IBC events and protocol lifecycle.","integration":"Cross-chain status/evidence guard"},{"id":"robotics","name":"Robotics & autonomous fleets","status":"RESEARCH","value":"Share expensive analysis of identical state/frame evidence and enforce decision-time freshness before dependent actions.","native_first":"Real-time control loops, sensor fusion, DDS QoS and safety mechanisms.","integration":"Supervisory/analysis layer only"},{"id":"space","name":"Spacecraft, satellites & remote operations","status":"RESEARCH","value":"Avoid repeated analysis/compute on identical telemetry while respecting scarce communication and mission freshness.","native_first":"DTN, mission control and authoritative spacecraft protocols.","integration":"Analysis/evidence layer only"},{"id":"medical","name":"Medical data & clinical monitoring","status":"RESEARCH","value":"Coordinate versioned downstream analysis and detect stale evidence without replacing clinical source-of-truth mechanisms.","native_first":"FHIR Subscription, device-native streams and clinical safety controls.","integration":"Tenant-local downstream analysis only"},{"id":"aviation","name":"Aviation situational data","status":"RESEARCH","value":"Potential freshness/fan-out coordination for auxiliary state and downstream analysis.","native_first":"Authoritative surveillance/weather/operational streams.","integration":"Non-control supervisory layer"},{"id":"industrial-control","name":"Industrial automation & digital twins","status":"RESEARCH","value":"Avoid repeated supervisory analytics on unchanged state; never suppress hard real-time control/safety execution.","native_first":"OPC UA, PLC/control loops and safety interlocks.","integration":"Supervisory analytics layer"},{"id":"energy-grid","name":"Energy grid & critical infrastructure","status":"RESEARCH","value":"Coordinate downstream situational analysis with explicit evidence-age constraints.","native_first":"Protection systems, SCADA/telemetry and grid-native controls.","integration":"Supervisory evidence layer only"}],"canonical_origin":"https://seenrelay.com","urls":{"human":"https://seenrelay.com/use-cases","machine":"https://seenrelay.com/use-cases.json","proof":"https://seenrelay.com/proof","integrations":"https://seenrelay.com/clients"}}