Analytics & AI Component purpose, interfaces, evidence and verification. OpenAnalytics OpenAnalytics Field Value Distribution BSS — OpenC5ISR Product OpenC5ISR Release 0.15.1 Deployment openc5isr.bss.dev Source /srv/bss/releases/OpenC5ISR-v0.15.0-20app Evidence Catalog intent plus component-scoped static evidence Source fingerprint 93926e8c834f1ed79c9017a4096f70c76d73ce4f870f104fbd0cf54b2bed50ee Status Generated baseline — human review required Verification boundary: This page combines platform design guidance with static evidence from the release. It does not prove that every detected interface is enabled, reachable, secure, or operational in the deployed environment. Purpose The analytics workbench and semantic pipeline capability for composing sources, transforms, models, decision gates and operational effects. Operational value Moves analysis from disconnected notebooks into repeatable pipelines that can directly inform tracks, tasks and operational decisions. Differentiators Semantic types and operational workflows guide model execution, reducing brute-force AI integration and allowing humans to place explicit decision gates. Platform connections OpenData OpenKnowledge OpenLLM OpenTask OpenBus Release detection Status Score Evidence items detected 129 12 Evidence type Source Match path OPENDAA-OPENANALYTICS.md openanalytics path .opennetworks-backup-20260827T210646Z/ontology/opendaa-openanalytics.ttl openanalytics path data/openanalytics.json openanalytics path drivers/README-OPENANALYTICS-AGENT.md openanalytics path drivers/openanalytics-agent.env.example openanalytics content API.md openanalytics content CHANGELOG.md openanalytics content FIX-v0.15.1.md openanalytics content MERGE-v0.13.1.md openanalytics content OPENCYBERSEC.md openanalytics path open-daa/open-analytics/app.js open-analytics path open-daa/open-analytics/index.html open-analytics Candidate REST/API interfaces Method Path Source GET api_path drivers/openanalytics_agent.py GET base_url drivers/openanalytics_agent.py GET id drivers/openanalytics_agent.py GET lab_path drivers/openanalytics_agent.py GET location drivers/openanalytics_agent.py GET max_notebooks drivers/openanalytics_agent.py GET name drivers/openanalytics_agent.py GET owner drivers/openanalytics_agent.py GET token drivers/openanalytics_agent.py GET token_env drivers/openanalytics_agent.py Candidate real-time interfaces No component-specific WebSocket endpoint was associated by the scanner. Configuration candidates Variable Default Evidence BASE http://127.0.0.1:3000 DEPLOY-GODADDY.md, OPENCYBERSEC-QUICKSTART.md, OPENCYBERSEC.md, UPGRADE-v0.14.0.md DATA_DIR path.join(ROOT OPENCYBERSEC-QUICKSTART.md, OPENCYBERSEC.md, RELEASE-MANIFEST-v0.14.0.json, UPGRADE-v0.14.0.md OPENCYBERSEC_AGENT_TOKEN [REDACTED] OPENCYBERSEC-QUICKSTART.md, OPENCYBERSEC.md, server.js, examples/opencybersec/ingest-examples.sh OPENCYBERSEC_OPERATOR_TOKEN [REDACTED] OPENCYBERSEC-QUICKSTART.md, OPENCYBERSEC.md, server.js, examples/opencybersec/ingest-examples.sh RUN_ID — OPENCYBERSEC.md Service candidates No component-specific service definition was associated by the scanner. External dependencies/endpoints Host URL Source host http://host:8888/ public/open-daa/open-analytics/app.js jupyter-host http://jupyter-host:8888/ open-daa/open-analytics/app.js llm-host http://llm-host:3000/ open-daa/open-analytics/app.js loammhpng4.c36.airoapp.ai https://loammhpng4.c36.airoapp.ai/ API.md loammhpng4.c36.airoapp.ai https://loammhpng4.c36.airoapp.ai/ CHANGELOG.md opensof.local https://opensof.local/ontology .opennetworks-backup-20260827T210646Z/ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/ontology lib/openanalytics.js opensof.local https://opensof.local/ontology ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/ontology/opendaa-openanalytics .opennetworks-backup-20260827T210646Z/ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/ontology/opendaa-openanalytics ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/resource/ .opennetworks-backup-20260827T210646Z/ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/resource/ ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/resource/${encodeURIComponent(edge.id lib/openanalytics.js opensof.local https://opensof.local/resource/${encodeURIComponent(edge.object lib/openanalytics.js opensof.local https://opensof.local/resource/${encodeURIComponent(edge.subject lib/openanalytics.js opensof.local https://opensof.local/resource/${encodeURIComponent(node.id lib/openanalytics.js Verification checklist Confirm the component is included and enabled in this edition/release. Record its authoritative service, process/container, port, base URL and health endpoint. Exercise its primary operator workflow and capture expected versus actual results. Verify authentication, authorization, audit, error behavior and data handling policy. Verify OpenBus/OpenKnowledge relationships and time/provenance metadata where applicable. Document known limitations and the release in which they are corrected. Maintainer Notes Add human-reviewed deployment notes, corrections, decisions, screenshots, and links here. Content outside the generated block is preserved on future runs. OpenLLM OpenLLM Field Value Distribution BSS — OpenC5ISR Product OpenC5ISR Release 0.15.1 Deployment openc5isr.bss.dev Source /srv/bss/releases/OpenC5ISR-v0.15.0-20app Evidence Catalog intent plus component-scoped static evidence Source fingerprint 93926e8c834f1ed79c9017a4096f70c76d73ce4f870f104fbd0cf54b2bed50ee Status Generated baseline — human review required Verification boundary: This page combines platform design guidance with static evidence from the release. It does not prove that every detected interface is enabled, reachable, secure, or operational in the deployed environment. Purpose The governed language-model interface for chat, retrieval, code pipelines and model selection across hosted and open-source models. Operational value Makes multiple models available through one operational entry point while letting workflows use the best model for the task. Differentiators LLMs can be constrained by platform semantics, source provenance and explicit pipelines instead of being asked to infer the entire mission context from prompts. Platform connections OpenKnowledge OpenAnalytics OpenData OpenIIA Release detection Status Score Evidence items detected 135 12 Evidence type Source Match path lib/openllm.js openllm path lib/openllm/agents.js openllm path lib/openllm/pipeline-engine.js openllm path lib/openllm/providers.js openllm path lib/openllm/templates.js openllm content server.js openllm content lib/openllm.js openllm content lib/openllm/agents.js openllm content lib/openllm/pipeline-engine.js openllm content lib/openllm/providers.js openllm path public/open-llm/app.js open-llm path public/open-llm/index.html open-llm Candidate REST/API interfaces No component-specific REST route was associated by the scanner. Candidate real-time interfaces No component-specific WebSocket endpoint was associated by the scanner. Configuration candidates Variable Default Evidence AEGIS_SENTINEL_LABEL COMPILED_DEPLOYMENT.aegisSentinelLabel).trim() || COMPILED_DEPLOYMENT.aegisSentinelLabel server.js, tools/integrate_opensof_service_entries.py ANTHROPIC_API_KEY — server.js, lib/openllm/agents.js, lib/openllm/providers.js API — open-cybersec/app.js, public/open-cybersec/app.js, public/open-llm/app.js DATA_DIR path.join(ROOT OPENCYBERSEC-QUICKSTART.md, OPENCYBERSEC.md, RELEASE-MANIFEST-v0.14.0.json, UPGRADE-v0.14.0.md EOD_TECH_TARGET @eodtech server.js HOME /tmp lib/openllm/pipeline-engine.js, openrf/agent/functions/start-5g-core.sh, openrf/agent/functions/status-5g-core.sh, third_party/ontowiki/.travis.yml HOST 0.0.0.0 server.js, lib/openrf-controller/server.js KNOWLEDGE_NS — server.js LANG C.UTF-8 lib/openllm/pipeline-engine.js MISSION_KNOWLEDGE_NS — server.js MOUNT_PATH COMPILED_DEPLOYMENT.mountPath server.js NODE_ID COMPILED_DEPLOYMENT.nodeId server.js, edge/openssa-sensor/lib/openssa.js, lib/openssa.js OPENAAR_SIGNING_KEY [REDACTED] server.js OPENAAR_SNAPSHOT_EVERY_EVENTS 100 server.js OPENAAR_SNAPSHOT_INTERVAL_S 30 server.js OPENAI_API_KEY — server.js, lib/openllm/providers.js OPENANALYTICS_CONNECTOR_TIMEOUT_MS 60000 server.js OPENBUS_API_TOKEN [REDACTED] OPENKNOWLEDGE-OPENTASK.md, OPENLVC-DEMO.md, OPENLVC-RTI.md, demo_simulator.py OPENBUS_MAX_HISTORY 500 server.js OPENCHAT_DEFAULT_TARGET #eod-ops server.js OPENCOP_TRACK_URL https://opencop.c24.airoapp.ai/api/tracks server.js OPENCOP_UI_URL BUILTIN_OPENCOP_UI_URL server.js OPENCYBERSEC_AGENT_TOKEN [REDACTED] OPENCYBERSEC-QUICKSTART.md, OPENCYBERSEC.md, server.js, examples/opencybersec/ingest-examples.sh OPENCYBERSEC_OPERATOR_TOKEN [REDACTED] OPENCYBERSEC-QUICKSTART.md, OPENCYBERSEC.md, server.js, examples/opencybersec/ingest-examples.sh OPENCYBERSEC_READ_TOKEN — server.js OPENFILES_HEALTH_URL — server.js, tools/integrate_opensof_service_entries.py OPENFILES_SERVICE_URL — server.js OPENIIA_MAX_EVIDENCE_BYTES 12000000 server.js OPENISAC_HEALTH_URL — server.js, tools/integrate_opensof_service_entries.py OPENISAC_SERVICE_URL — server.js OPENKNOWLEDGE_EDITOR_TOKEN [REDACTED] server.js OPENKNOWLEDGE_GRAPH https://opensof.local/graph/core server.js OPENKNOWLEDGE_MODEL_FILE path.join(DATA server.js OPENKNOWLEDGE_ONTOWIKI_URL — server.js OPENKNOWLEDGE_SPARQL_ENDPOINT — server.js OPENKNOWLEDGE_TIMEOUT_MS 8000 server.js OPENLLM_AGENT_MAX_OUTPUT_BYTES — lib/openllm/agents.js OPENLLM_AGENT_TIMEOUT_MS — lib/openllm/agents.js OPENLLM_ALLOW_LOCAL_EXECUTION — lib/openllm/pipeline-engine.js OPENLLM_ANTHROPIC_API_KEY [REDACTED] server.js, lib/openllm/providers.js OPENLLM_ANTHROPIC_URL https://api.anthropic.com/v1').replace(//+$/ lib/openllm/providers.js OPENLLM_ANTHROPIC_VERSION 2023-06-01 lib/openllm/providers.js OPENLLM_CLAUDE_BIN claude lib/openllm/agents.js OPENLLM_CODEX_BIN codex lib/openllm/agents.js OPENLLM_COMMAND_MODE off').toLowerCase( lib/openllm/pipeline-engine.js OPENLLM_FALLBACK_WRITE_MAX_BYTES — lib/openllm/pipeline-engine.js OPENLLM_HEALTH_TIMEOUT_MS — lib/openllm/providers.js OPENLLM_MAX_AUDIT — lib/openllm.js OPENLLM_MAX_RUNS — lib/openllm/pipeline-engine.js OPENLLM_MODEL_CACHE_TTL_MS — lib/openllm/providers.js OPENLLM_OPENAI_API_KEY [REDACTED] server.js, lib/openllm/providers.js OPENLLM_OPENAI_URL https://api.openai.com/v1').replace(//+$/ lib/openllm/providers.js OPENLLM_OPENBUS_SCHEMA opensof.openbus.event/1.0 lib/openllm.js OPENLLM_OPENWEBUI_API_KEY [REDACTED] server.js, lib/openllm/providers.js OPENLLM_OPENWEBUI_CHAT_PATH /api/chat/completions lib/openllm/providers.js OPENLLM_OPENWEBUI_HEALTH_PATH /health lib/openllm/providers.js OPENLLM_OPENWEBUI_MODELS_PATH /api/models lib/openllm/providers.js OPENLLM_OPENWEBUI_URL process.env.OPENWEBUI_URL || server.js, lib/openllm/providers.js OPENLLM_OPERATOR_TOKEN [REDACTED] server.js, lib/openllm.js OPENLLM_PROVIDER_TIMEOUT_MS — lib/openllm/providers.js OPENLLM_QWEN_BIN qwen lib/openllm/agents.js OPENLLM_SANDBOX_CPUS 2 lib/openllm/pipeline-engine.js OPENLLM_SANDBOX_IMAGE openc5isr-openllm-sandbox:0.1.0 lib/openllm/pipeline-engine.js OPENLLM_SANDBOX_MEMORY 2g lib/openllm/pipeline-engine.js OPENLLM_SANDBOX_PIDS 256 lib/openllm/pipeline-engine.js OPENLLM_WORKSPACES_DIR path.join(ROOT server.js OPENLVC_HEALTH_URL — server.js, tools/integrate_opensof_service_entries.py OPENLVC_SERVICE_URL — server.js OPENMAIL_HEALTH_URL — server.js, tools/integrate_opensof_service_entries.py OPENMAIL_SERVICE_URL — server.js OPENRF_AGENT_TOKEN [REDACTED] server.js, lib/openrf-controller/server.js, openrf/API.md OPENRF_DATA_DIR path.join(DATA server.js, lib/openrf-controller/server.js OPENRF_OPERATOR_TOKEN [REDACTED] server.js, lib/openrf-controller/server.js, openrf/API.md, openrf/README-UPSTREAM-v0.3.0.md OPENRF_READ_TOKEN — server.js, lib/openrf-controller/server.js, openrf/API.md OPENSSA_ACTIVE_TIMEOUT_S 900 server.js, edge/openssa-sensor/SERVER_INTEGRATION.md, edge/openssa-sensor/lib/openssa.js, lib/openssa.js OPENSSA_ITU_REGION 2 server.js, edge/openssa-sensor/SERVER_INTEGRATION.md, edge/openssa-sensor/lib/openssa.js, lib/openssa.js OPENSSA_SENSOR_TOKEN [REDACTED] server.js, edge/openssa-sensor/SERVER_INTEGRATION.md, edge/openssa-sensor/local_server.js, edge/openssa-sensor/demo/run_streaming_demo.py OPENWEBUI_API_KEY [REDACTED] server.js, lib/openllm/providers.js OPENWEBUI_CHAT_PATH /api/chat/completions server.js OPENWEBUI_DEFAULT_MODEL — server.js Service candidates No component-specific service definition was associated by the scanner. External dependencies/endpoints Host URL Source ${req.headers.host http://${req.headers.host/ server.js 177.75.6.125 http://177.75.6.125:3000/ lib/openllm/providers.js api.anthropic.com https://api.anthropic.com/v1 lib/openllm/providers.js api.openai.com https://api.openai.com/v1 lib/openllm/providers.js openc5isr.bss.dev https://openc5isr.bss.dev/ server.js opencop.c24.airoapp.ai https://opencop.c24.airoapp.ai/api/tracks server.js opensof.local https://opensof.local/graph/core server.js opensof.local https://opensof.local/ontology server.js opensof.local https://opensof.local/resource/ server.js Verification checklist Confirm the component is included and enabled in this edition/release. Record its authoritative service, process/container, port, base URL and health endpoint. Exercise its primary operator workflow and capture expected versus actual results. Verify authentication, authorization, audit, error behavior and data handling policy. Verify OpenBus/OpenKnowledge relationships and time/provenance metadata where applicable. Document known limitations and the release in which they are corrected. Maintainer Notes Add human-reviewed deployment notes, corrections, decisions, screenshots, and links here. Content outside the generated block is preserved on future runs. OpenDAA OpenDAA Field Value Distribution BSS — OpenC5ISR Product OpenC5ISR Release 0.15.1 Deployment openc5isr.bss.dev Source /srv/bss/releases/OpenC5ISR-v0.15.0-20app Evidence Catalog intent plus component-scoped static evidence Source fingerprint 93926e8c834f1ed79c9017a4096f70c76d73ce4f870f104fbd0cf54b2bed50ee Status Generated baseline — human review required Verification boundary: This page combines platform design guidance with static evidence from the release. It does not prove that every detected interface is enabled, reachable, secure, or operational in the deployed environment. Purpose The decision-advantage application layer that combines data, analytics, models and operational workflows into explainable recommendations and actions. Operational value Provides many of the useful outcomes associated with large enterprise data platforms without requiring every customer to adopt their full stack. Differentiators It is modular, edge-aware and directly connected to the operational representation, tasking and open semantic framework. Platform connections OpenData OpenAnalytics OpenKnowledge OpenTask Release detection Status Score Evidence items detected 105 12 Evidence type Source Match path OPENDAA-OPENANALYTICS.md opendaa path OPENDAA-OPENDATA.md opendaa path .opennetworks-backup-20260827T210646Z/ontology/opendaa-openanalytics.ttl opendaa path .opennetworks-backup-20260827T210646Z/ontology/opendaa-opendata.ttl opendaa path ontology/opendaa-openanalytics.ttl opendaa content API.md opendaa content CHANGELOG.md opendaa content MERGE-v0.13.1.md opendaa content OPENDAA-OPENANALYTICS.md opendaa content OPENDAA-OPENDATA.md opendaa path open-daa/app.js open-daa path open-daa/index.html open-daa Candidate REST/API interfaces No component-specific REST route was associated by the scanner. Candidate real-time interfaces No component-specific WebSocket endpoint was associated by the scanner. Configuration candidates No component-specific environment variable was associated by the scanner. Service candidates No component-specific service definition was associated by the scanner. External dependencies/endpoints Host URL Source host http://host:8888/ public/open-daa/open-analytics/app.js jupyter-host http://jupyter-host:8888/ open-daa/open-analytics/app.js llm-host http://llm-host:3000/ open-daa/open-analytics/app.js loammhpng4.c36.airoapp.ai https://loammhpng4.c36.airoapp.ai/ API.md loammhpng4.c36.airoapp.ai https://loammhpng4.c36.airoapp.ai/ CHANGELOG.md opensof.local https://opensof.local/ontology .opennetworks-backup-20260827T210646Z/ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/ontology .opennetworks-backup-20260827T210646Z/ontology/opendaa-opendata.ttl opensof.local https://opensof.local/ontology ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/ontology ontology/opendaa-opendata.ttl opensof.local https://opensof.local/ontology/opendaa-openanalytics .opennetworks-backup-20260827T210646Z/ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/ontology/opendaa-openanalytics ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/ontology/opendaa-opendata .opennetworks-backup-20260827T210646Z/ontology/opendaa-opendata.ttl opensof.local https://opensof.local/ontology/opendaa-opendata ontology/opendaa-opendata.ttl opensof.local https://opensof.local/resource/ .opennetworks-backup-20260827T210646Z/ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/resource/ .opennetworks-backup-20260827T210646Z/ontology/opendaa-opendata.ttl opensof.local https://opensof.local/resource/ ontology/opendaa-openanalytics.ttl opensof.local https://opensof.local/resource/ ontology/opendaa-opendata.ttl Verification checklist Confirm the component is included and enabled in this edition/release. Record its authoritative service, process/container, port, base URL and health endpoint. Exercise its primary operator workflow and capture expected versus actual results. Verify authentication, authorization, audit, error behavior and data handling policy. Verify OpenBus/OpenKnowledge relationships and time/provenance metadata where applicable. Document known limitations and the release in which they are corrected. Maintainer Notes Add human-reviewed deployment notes, corrections, decisions, screenshots, and links here. Content outside the generated block is preserved on future runs.