Record
Human View is the term as people read it. Machine View is exactly what an AI agent receives.
This is the page you're already on. The Human View toggle above shows it in full.
This is exactly what an AI agent receives. The same record, as JSON-LD, below.
Use this record in your app or agent
di get-glossary --slug signalsGET https://api.decisioninsights.ai/api/public/v1/glossary/aff98d9f-57fd-4aa1-90e8-5e4a8dc37416curl -X POST https://mcp.decisioninsights.ai/api/mcp-public \
-H "content-type: application/json" \
-H "accept: application/json, text/event-stream" \
-d '{"id":1,"jsonrpc":"2.0","method":"tools/call","params":{"arguments":{"slug":"signals"},"name":"di_get_term"}}'The CLI command and the REST call for this record need a free account: run di login, or send your OAuth token. Over MCP it is free with none.
A green key on the record, left, is one Decision Insights added. It doesn't exist on the company's site or in a wire feed. The same key labels its row on the right, so you can match them directly. More on how DI enriches a record.
The record
This is what the machine sees: the exact JSON-LD an agent receives for this listing.
DefinedTerm
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"name": "Record",
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"@id": "https://decisioninsights.ai/itential-outlines-ai-reasoning-paired-with-deterministic-orchestration/#blogposting",
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"url": "https://www.itential.com/blog/company/ai-networking/ai-reasoning-for-network-automation-what-it-is-how-it-works-where-it-fits/"
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"url": "https://kb.cert.org/vuls/id/504749"
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WebSite
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BreadcrumbList
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What we add
Graph
A glossary entry defines a term and stops there. It doesn't show where the term is actually being used or written about. We track and link every article that covers it.
BlogPosting Itential outlines AI reasoning paired with deterministic orchestration
BlogPosting Netskope outlines AI governance steps for health systems
BlogPosting Dell’Oro Group reports RAN market stabilized in 2025
and 9 more on this page
The person who sent this agent gets an answer they can act on
Somebody dispatched this agent to evaluate Record for a real decision: a shortlist, a vendor comparison, a purchase. "Record makes X" isn't something they can act on; they need to know the claim is real and where it came from. Follow one enriched link from Act 2 and see what the agent can actually hand back to them:
- The record DefinedTerm Record
- One of its 12 linked records BlogPosting Itential outlines AI reasoning paired with deterministic orchestration https://decisioninsights.ai/itential-outlines-ai-reasoning-paired-with-deterministic-orchestration/
- The primary source CreativeWork itential.com https://www.itential.com/blog/company/ai-networking/ai-reasoning-for-network-automation-what-it-is-how-it-works-where-it-fits/
Our summary is written by Decision Insights Coverage. The source keeps its own byline. Both are in the JSON.