Analytics & AI
Component purpose, interfaces, evidence and verification.
OpenAnalytics
OpenAnalytics
| Field | Value |
|---|---|
| Distribution | BSS — OpenSOF |
| Product | OpenSOF |
| Release | 0.15.1 |
| Deployment | opensof.bss.dev |
| Source | /srv/bss/releases/OpenSOF-v0.15.0-20app |
| Evidence | Catalog intent plus component-scoped static evidence |
| Source fingerprint | cda583b42f2a0d296b268ab5b174932a378c8be6fb52ffa1af14af896e990f6e |
| 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 — OpenSOF |
| Product | OpenSOF |
| Release | 0.15.1 |
| Deployment | opensof.bss.dev |
| Source | /srv/bss/releases/OpenSOF-v0.15.0-20app |
| Evidence | Catalog intent plus component-scoped static evidence |
| Source fingerprint | cda583b42f2a0d296b268ab5b174932a378c8be6fb52ffa1af14af896e990f6e |
| 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 |
| opencop.c24.airoapp.ai | https://opencop.c24.airoapp.ai/api/tracks |
server.js |
| opensof.bss.dev | https://opensof.bss.dev/ |
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 — OpenSOF |
| Product | OpenSOF |
| Release | 0.15.1 |
| Deployment | opensof.bss.dev |
| Source | /srv/bss/releases/OpenSOF-v0.15.0-20app |
| Evidence | Catalog intent plus component-scoped static evidence |
| Source fingerprint | cda583b42f2a0d296b268ab5b174932a378c8be6fb52ffa1af14af896e990f6e |
| 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.