IBM

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IBM topic overview

The analysis highlights History, Culture, Research and Companies as prominent areas in the source structure around IBM. 1 topic appears in more than one source area, which can help identify connections that are less obvious in a linear reading.

Related topics: 446
Source areas: 8
Connected nodes: 455
Extracted relationships: 374
Concept neighborhoods: 86
Bridge connections: 455

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

Overview · 162 topics

History · 115 topics

Corporate affairs · 60 topics

Products · 41 topics

Research · 34 topics

Brand and reputation · 17 topics

Leadership · 12 topics

People and culture · 6 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Key facts & relationships

High-confidence facts extracted from structured source data. Use them as anchors for further research.

Founded: June 16, 1911; 115 years ago (1911-06-16) (as Computing-Tabulating-Recording Company) Endicott, New York, U.S.
Founders: George Winthrop Fairchild · Charles Ranlett Flint · Herman Hollerith
Industry: Information technology
Headquarters: 1 Orchard Road, Armonk, New York, United States
Area served: 170 countries
Brands: Red Hat · Watson · Watsonx · SPSS · Cognos

Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

How IBM connects Entity context

The extracted context around IBM shows recurring relationship patterns in the source. For example, IBM → Alexander Dey, Asia, Australia, Binghamton, By, Canada, Charles Ranlett Flint, Collectively, Computing-Tabulating-Recording Company, CTR, CTR's, CTR's Canadian Division, Dayton, Detroit, During Watson's, Electric Tabulating Machine, Endicott, Europe, February, Flint Another extracted example is IBM → Africa, Almaden, Austin, Australia, Bangalore, Beijing, Brazil, California, China, Columbia University, Delhi, Dublin, Haifa, IBM Research, IBM's, In, India, Ireland, Israel, Janeiro. Use these groups to spot repeated connection types before inspecting the individual relationships.

Top relations

related to 1910s–1950s · 46

IBM → Alexander Dey, Asia, Australia, Binghamton, By, Canada, Charles Ranlett Flint, Collectively, Computing-Tabulating-Recording Company, CTR, CTR's, CTR's Canadian Division, Dayton, Detroit, During Watson's, Electric Tabulating Machine, Endicott, Europe, February, Flint

related to Research · 38

IBM → Africa, Almaden, Austin, Australia, Bangalore, Beijing, Brazil, California, China, Columbia University, Delhi, Dublin, Haifa, IBM Research, IBM's, In, India, Ireland, Israel, Janeiro

related to Headquarters and offices · 31

IBM → Armonk, Astor Place, Austin, California, Center, CHQ, Colossus, Gerstner, IBM Learning Center, IBM Watson, IBM's, ILC, In New York City, Its, Jr, Learning, Louis, Manhattan, Midtown Manhattan, Minnesota

related to 2010s–present · 29

IBM → Also, Apple Inc, Box, Brad Rutter, Cisco, CSC, Davao City, Facebook, IBM-owned, In, Jeopardy, June, Ken Jennings, Kenexa, Lenovo, Macy's, Microsoft, Power ISA-based, Salesforce, Sesame Street

related to Brand and reputation · 25

IBM → American, As, Aside, Augusta National Golf Club, Australian Open, Big Blue, French Open, Helvetica, IBM CEO Ginni Rometty, IBM Plex, In Japan, It, Japanese X-League, Master's, Masters, Masters Tournament, National Football League, Olympic Games, Open, Paul Rand

related to 1960s–1980s · 20

IBM → Also, American Airlines, Apollo, Armonk, Bicycle Built, Daisy Bell, Gemini, In, Mercury, NASA, New York, New York City, Registry, SABRE, Saturn, Saturn V's Instrument Unit, Selectric, The, Two, United States National Recording

related to Board and shareholders · 19

IBM → Anthem, Berkshire Hathaway, Buffett, CEOs, Cornell University, Dow Chemical, In, Initially, Johnson, March, May, Navy, Over, Royal Dutch Shell, The, UPS, Vanguard, Vanguard Group, Warren Buffett's

related to Workplace culture · 17

IBM → Always An IBMer, CEO Louis, Computerworld, During IBM's, Employees, Gerstner Jr, I'm Being Mentored, I'm By Myself, I've Been Moved, IBM's, IBMers, In, It's Better Manually, Once An IBMer, Similar IBM, The, United States

related to Cloud services · 16

IBM → Additionally, Amazon Web Services, AWS, AWS Marketplace, Cloud Data Encryption Services, For, IaaS, IBM Bluemix PaaS, IBM Cloud, IBM SoftLayer, IBM's, ICDES, In May, PaaS, SaaS, Strategic Collaboration Agreement

related to Artificial intelligence · 14

IBM → American, Brad Rutter, Center, CompStat, Department, For, IBM Cognos Analytics, IBM Watson, Jeopardy, Ken Jennings, Memorial Sloan Kettering Cancer, New York City Police, Several, Watson

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

company watson business former also computer ibm's new first billion software employees data computers companies technology york announced systems computing

IBM relationships Subject–Predicate–Object triples

TTTA extracted 374 structured relationships around IBM. Examples in this analysis include IBM → Area served → 170 countries and IBM → Brands → Red Hat. The table shows each extracted connection, where it came from and its confidence.

Subject	Predicate	Object	Confidence	Src
IBM	Area served	170 countries	1.00	infobox
IBM	Brands	Red Hat	1.00	infobox
IBM	Brands	Watson	1.00	infobox
IBM	Brands	Watsonx	1.00	infobox
IBM	Brands	SPSS	1.00	infobox
IBM	Brands	Cognos	1.00	infobox
IBM	Brands	WebSphere	1.00	infobox
IBM	Brands	Tivoli	1.00	infobox
IBM	Brands	ILOG	1.00	infobox
IBM	Brands	IBM Z	1.00	infobox
IBM	Brands	HashiCorp	1.00	infobox
IBM	Brands	Full list	1.00	infobox
IBM	Formerly	Computing-Tabulating-Recording Company (1911–1924)	1.00	infobox
IBM	Founded	June 16, 1911; 115 years ago (1911-06-16) (as Computing-Tabulating-Recording Company) Endicott, New York, U.S.	1.00	infobox
IBM	Founders	George Winthrop Fairchild	1.00	infobox
IBM	Founders	Charles Ranlett Flint	1.00	infobox
IBM	Founders	Herman Hollerith	1.00	infobox
IBM	Headquarters	1 Orchard Road, Armonk, New York, United States	1.00	infobox
IBM	Industry	Information technology	1.00	infobox
IBM	ISIN	ISIN: US4592001014	1.00	infobox
IBM	Key people	Arvind Krishna (chairman & CEO)	1.00	infobox
IBM	Key people	Gary Cohn (vice chairman)	1.00	infobox
IBM	Net income	US$10.59 billion (2025)	1.00	infobox
IBM	Number of employees	264,300 (2025)	1.00	infobox
IBM	Operating income	US$10.99 billion (2025)	1.00	infobox
IBM	Predecessors	Bundy Manufacturing Company	1.00	infobox
IBM	Predecessors	Computing Scale Company of America	1.00	infobox
IBM	Predecessors	International Time Recording Company	1.00	infobox
IBM	Predecessors	Tabulating Machine Company	1.00	infobox
IBM	Predecessors	Computing-Tabulating-Recording Company	1.00	infobox

Related concept clusters Concept neighborhoods

The concept neighborhoods around IBM bring nearby vocabulary together. In this analysis, examples include Company, Computer and Also. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

IBM
- Company
- Computer
- Also
- Announced
- Technology
- Software
- First
- New
- Employees
- Computers
- Billion
- Market
ibm
- Company
- Computer
- Also
- Announced
- Technology
- Software
- First
- New
- Employees
- Computers
- Billion
- Market
doing business as
- Computers
- Patents
- Watson
- Systems
- Technology
- Ceo
- Computer
- Personal
- Years
- Market
- Ibm
- York
technology company
- Largest
- Also
- Technology
- Services
- States
- United
- Ibm
- One
- Announced
- Software
- York
- Billion
armonk, new york
- New
- York
- Research
- Include
- Technology
- Watson
- Ibm's
- Companies
- Business
- Since
- World
- Employees
publicly traded company
- Also
- Technology
- Ibm
- Announced
- Software
- Billion
- Companies
- Patents
- New
- Services
- One
- Year
patents
- Years
- Research
- World
- Cloud
- Ceo
- Since
- Computing
- Services
- States
- United
- Time
- One
computing-tabulating-recording company
- Also
- Technology
- Ibm
- Announced
- Software
- Billion
- Companies
- Patents
- New
- Services
- One
- Year

Connections between topic areas Semantic bridges

For IBM, one of the stronger structural bridges in this analysis connects IBM with Overview. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3

IBM — Overview · splits 293 ⟂ 163

IBM — History · splits 340 ⟂ 116

IBM — Corporate affairs · splits 395 ⟂ 61

IBM — Products · splits 414 ⟂ 42

IBM — Research · splits 421 ⟂ 35

IBM — Brand and reputation · splits 438 ⟂ 18

IBM — Leadership · splits 443 ⟂ 13

IBM — People and culture · splits 449 ⟂ 7

Map overview Semantic statistics

IBM

Nodes456

Edges455

Triples374

Avg. degree2

Density0.004386

Components1

Source & methodology

TTTA analyzes the structure around IBM to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as History, Culture, Research & Companies, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — IBM · EN edition · Analysis: TopicsToTalkAbout