Logical KnightApplied technology company

Technology for problems worth solving.

Logical Knight builds focused software, AI, automation and data products for difficult real-world problems — where existing workflows are manual, fragmented, expensive or inadequate.

Explore Agent Research Our approach

Signal system Illustrative

Problem01

newsroom 214 items
site list html
press.pdf fr
careers 38 roles
archive unsorted

Relevant information is scattered across pages, formats and languages.

Signal02

Separate the changes that matter from the noise.

Verification03

Source confirmed
Evidence preserved
Context classified

VERIFIEDTraceable to its origin

Every claim points back to where it came from.

Useful outcome04

Facility opening VERIFIED

entity: Acme Example Industries
where: Bremen, DE
when: 28 Sep 2026
evidence: “Our new Bremen facility will begin operations…”

A structured result, useful to people and to software.

Agent Research Early access

Know what changed. See the evidence.

Agent Research · console Demo · fictional data

Sources3 watched

acme.example/de/newsMonitoringchecked 14s ago
acme.example/en/sitesMonitoringchecked 41s ago
acme.example/fr/pressMonitoringchecked 8s ago

Company, URLs and quotes are fictional. The demo runs locally in your browser.

Pipeline

01
Source
—
02
Change
—
03
Verify
—
04
Event
—

Verified event

Facility openingVerified

Acme Example Industries

Bremen, Germany

Detected28 Sep 2026

LanguageEN

Event typefacility_opening

Original evidence

“Our new Bremen facility will begin operations in the fourth quarter.”

Source · acme.example/en/sites

Illustrative · no live backend

01Why Agent Research

“Page changed” is where the work begins.

Page monitoring tells you that something moved. Agent Research tells you what happened, who it affects and where the proof is — in a form your team and your software can use.

Simple page monitoring

Was it the footer, a layout tweak, or a new facility? Someone still has to read it, decide and write it up.

Verified business event

02How it works

From a public page to a verified event.

01
MONITOR

Watch public sources relevant to the companies and markets you care about.
02
DETECT

Find meaningful changes instead of forwarding every page edit.
03
VERIFY

Preserve the original source evidence and provenance.
04
STRUCTURE

Turn the change into a useful business event.
05
DELIVER

Send it to people, systems or agents.

03Evidence

Don’t just get an alert. Get the evidence.

Every event keeps the exact sentence that triggered it — in its original language, with the source and the time it was detected — so anyone can check it in seconds.

acme.example/en/sites

Acme Example Industries · Our sites

Locations across Europe

We operate production and service sites in six countries. Each site is certified to the same quality standard and supports customers in its region. Our new Bremen facility will begin operations in the fourth quarter. It will serve customers across northern Europe.

For site-specific enquiries, please contact the regional office listed below.

LanguageEN · original

Detected2026-09-28 09:14 UTC

Classificationfacility_opening

StateVERIFIED

Facility openingVerified

Acme Example Industries

Bremen, Germany

Detected28 Sep 2026

LanguageEN

Source/en/sites

Evidence

“Our new Bremen facility will begin operations in the fourth quarter.”

acme.example/en/sites · captured 09:14 UTC

04Use cases

Built for teams who can’t afford to miss a change.

Follow what competitors actually do — not what their homepage looks like this week.

Product launches
Facility openings
Partnerships
Leadership changes

product_launchK7 series available across Europeacme.example/de/newsDE

facility_openingNew service centre in Valenciaharbor.example/es/prensaES

partnershipLogistics partnership announcedvale.example/fr/presseFR

leadership_changeNew chief financial officer namedlumen.example/en/newsEN

Fictional example events

05Delivery

One event. Built for people and for machines.

The same verified event can land in a team’s workflow or be requested directly by software.

For teams

Ready for the tools your team already uses.

Dashboard-ready dataConsistent fields per event
APIQuery events on demand
WebhooksPushed when an event is verified

CompanyEventWhereState

Acme Examplefacility_openingBremenVERIFIED

Harbor Examplemarket_entryMadridVERIFIED

Vale ExamplepartnershipLyonVERIFIED

For agents

Structured results software can act on — and pay for.

Structured resultsTyped events, not raw HTML
Programmatic purchasingNo manual sign-up step
x402 supportMachine-to-machine payment

Agentrequests verified events

Service402 Payment Required · price quoted

Agentpays via x402, retries request

Service200 OK · events with evidence

06For developers

Events your code can trust.

01
One consistent shape. Every event carries the same core fields, whatever the source language.
02
Evidence travels with the data. The original quote and source URL are part of every event.
03
Pull or push. Query by API or receive events by webhook.

# Illustrative example — not a public endpoint
POST /events/query
Content-Type: application/json

{
  "companies": ["Acme Example Industries"],
  "event_types": ["facility_opening", "product_launch"]
}

HTTP/1.1 200 OK

{
  "events": [
    {
      "event_type": "facility_opening",
      "company": "Acme Example Industries",
      "location": "Bremen",
      "language": "en",
      "evidence": "Our new Bremen facility will begin operations…",
      "source_url": "https://acme.example/en/sites",
      "verified": true
    }
  ]
}

Illustrative API example · fictional data

07Multilingual

Evidence stays in its language. Events speak one structure.

The same announcement published in six languages becomes one consistent event — while the quote is kept exactly as it was written.

Original source text

“Our new Bremen facility will begin operations in the fourth quarter.”

Source · acme.example/en/sites

Structured event · same shape in every language

{
  "event_type": "facility_opening",
  "company": "Acme Example Industries",
  "location": "Bremen, DE",
  "evidence": {
    "language": "en",
    "source_url": "https://acme.example/en/sites"
  },
  "verified": true
}

Fictional example

08Product principles

P.01

Evidence first.

Every useful event should point back to exactly what changed.

P.02

Noise matters.

A monitoring system that sends everything is not intelligence.

P.03

Built for systems.

Events should be useful to both humans and software.

09What exists today

We’re early. Here’s what Agent Research does.

No borrowed logos or inflated numbers — just the capabilities the product has today.

Multilingual monitoring

Public sources are read in their original language.

Available

Evidence-backed events

Each event carries the original text that triggered it.

Available

Source provenance

Source URL and detection time are kept with every event.

Available

API & webhook delivery

Events can be pulled on demand or pushed to your systems.

Available in Early Access

Machine-to-machine purchasing

Software agents can pay per request using x402.

Supported

Agent Research is in early access with a small number of users.

Early access

Monitor what matters.

Tell us which companies and events matter to you. We are opening Agent Research to a small number of early users.

Request Early Access Learn how it works

Tologicalknight0@gmail.com

SubjectAgent Research Early Access

Companies you want to follow
Events that matter to you
Delivery — dashboard, API, webhook or agent

10Our approach

We start with the problem.

Not with a technology looking for a use. Each product begins as a real workflow that is slow, costly or unreliable today.

01
Find a real problem
Where existing workflows are manual, fragmented, expensive or inadequate.
02
Understand the workflow
Learn how the work is actually done before deciding what to build.
03
Build the smallest useful system
Solve the core problem properly, without unnecessary scope.
04
Validate it
Test with the people who have the problem, and learn from real use.
05
Turn it into a reliable product
Harden what works into something people and systems can depend on.

Logical Knight builds practical technology for difficult real-world problems. Agent Research is our first public product.

More products are currently in private development.

Technology for problems worth solving.

Know what changed. See the evidence.

“Page changed” is where the work begins.

From a public page to a verified event.

MONITOR

DETECT

VERIFY

STRUCTURE

DELIVER

Don’t just get an alert. Get the evidence.

Built for teams who can’t afford to miss a change.

One event. Built for people and for machines.

Ready for the tools your team already uses.

Structured results software can act on — and pay for.

Events your code can trust.

Evidence stays in its language. Events speak one structure.

Product principles

Evidence first.

Noise matters.

Built for systems.

We’re early. Here’s what Agent Research does.

Multilingual monitoring

Evidence-backed events

Source provenance

API & webhook delivery

Machine-to-machine purchasing

Monitor what matters.

We start with the problem.

Find a real problem

Understand the workflow

Build the smallest useful system

Validate it

Turn it into a reliable product