Validated means we have domain-specific controlled evidence. Experimental means the structure looks promising but the vertical has not earned a promoted claim. Research means safety/domain validation is still required.
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
Measured proof →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
Measured proof →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
Measured proof →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
Measured proof →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
Measured proof →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
Measured proof →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
Measured proof →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
Measured proof →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
Avoid repeated status analysis while shipment/fleet state is unchanged.
Native first: Carrier push/webhook/state feeds.
Integration: Status/state middleware
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
Reduce repeated paid reputation/lookups inside explicit short freshness windows.
Native first: Vendor cache, feeds and local IOC stores.
Integration: Security enrichment middleware
Coordinate exact stable lookups where provider terms and freshness semantics permit.
Native first: Local/reference caches and provider-native batching.
Integration: API wrapper
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
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
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
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
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
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
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
Potential freshness/fan-out coordination for auxiliary state and downstream analysis.
Native first: Authoritative surveillance/weather/operational streams.
Integration: Non-control supervisory layer
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
Coordinate downstream situational analysis with explicit evidence-age constraints.
Native first: Protection systems, SCADA/telemetry and grid-native controls.
Integration: Supervisory evidence layer only
Choose a validated or structurally matching read-only path, keep native controls first, and use the narrowest supported integration. Research domains are not an invitation to place SeenRelay inside safety-critical control loops.