Hirundo

Q: What does Hirundo compete in?

Hirundo competes in: Information Technology / Cybersecurity / Application, Cloud & AI Security / AI Security & LLM/Model Security.

Q: How much coverage does Hirundo have on Decision Insights?

No article in the knowledge graph for Hirundo yet.

Hirundo is a private software company that modifies and controls machine learning model behavior without full retraining.

hirundo.io
23 topics
Updated Nov 13, 2026

Unclaimed Listing.

What this record adds to Hirundo's own site

Hirundo's site tells an agent what Hirundo offers. This record adds what a company can't say about itself: who confirms it, who writes about it, and where it sits among its peers. Every line says where it came from.

Confirmed identity

The website and one profile (LinkedIn) matched to one company, so an agent knows it has the right Hirundo.

Market context

Industry, 23 topics, peers and segments from a graph of thousands of companies, refreshed nightly, so an agent can compare without guessing.

Get this record

The same record, four ways in. No key needed to try it.

MCP

Add https://mcp.decisioninsights.ai/api/mcp-public to your agent, then ask about Hirundo. Or test it now:

curl -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":{"website":"hirundo.io"},"name":"di_get_company"}}'

REST

GET https://api.decisioninsights.ai/api/public/v1/companies/977dba1a-7921-4397-9f35-703d35a39a25

CLI

di get-company --website hirundo.io

JSON-LD

The schema.org markup this page publishes for search engines and AI agents, exactly as they read it.

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    ],
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    ],
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  },
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]

Is this your company? Get structured data for your own pages

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How an agent can check this record before relying on it

This record makes claims about Hirundo. Before an agent repeats one, it should be able to confirm it without taking our word for it. Each row is one check, what the record shows for Hirundo today, and where an agent finds it in the data.

The check	What the record shows	Where it is in the data
The domain is theirs	hirundo.io, matched to the company	`url`
Their profiles agree	1 profile confirmed as the same company	`sameAs`
They fit their market	23 topics, with peers in the same segments	`knowsAbout`
Agent Ready	Getting started 21 of 100 on Stringer's Agent Readiness score, checked October 25, 2026. Not Agent Ready yet.Stringer ID hirundo.io ·	`additionalProperty`"Agent Readiness"
Verified	Not claimed Hirundo hasn't claimed this listing, so everything in it comes from public sources.	`additionalProperty`"Listing status"

View the raw record (JSON-LD)

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