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See where AI pays off.

Source-linked AI value stories from leading companies across the world’s largest economies.

Follow the value
The Daily Brief

Today in AI value

The source-linked AI value stories added to Bizcognix each day, with a short brief of the day. Today’s update arrives each morning.

“New on Bizcognix” means the cases added to the library that day. Each card also shows its story date: when the source published or announced the result. Results are one-line summaries as reported by the source; targets and projections are labelled, and missing figures read “Not disclosed”. The brief and counts are generated from the day’s case data unless marked as an editor’s note.

Weekly summaries

What’s new in AI value

· updated dailySee every month on the Time Machine

Sorted by stories in the selected period. Select a highlight to open the case.

Built automatically from Bizcognix case data: counts, each case’s own one-line summary (figures as reported) and keyword-matched themes. Counts use each story’s publication date in the selected period (last 7 days or last 30 days). The trend compares that period with the same length of time immediately before. Use Industry, Country or Process to narrow the view.

Time Machine

Travel through AI’s payoffs

Every AI value story in Bizcognix, placed on the date it was reported. Scroll to glide through time, from the latest results back to the earliest.

Scroll to travel · JK or ←→ to jump a month · drag the time ribbon to scrub

Now viewing
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Placed by story date: when the source published or announced the result. Each card shows the company’s one-line result as reported by the source; targets and projections are labelled, and missing figures read “Not disclosed”. Monthly notes are counted from Bizcognix case data, and the standout is the month’s most clearly quantified reported result.

Patterns

The AI moves everyone is copying

We track which AI ideas spread from company to company and country to country, and what tends to come next.

See the patterns
Start here

Patterns worth knowing

The clearest patterns in the cases, each backed by the numbers on the card. Tap a company to read its case.

More patterns

What else the cases show

Early signals

Seen at a few companies so far

Too few to call a pattern yet, but worth watching. They firm up, or fade, as cases arrive.

Explore

Explore by your industry or company

Pick your industry, a business process, a country or a company to see the patterns that apply to you and follow a company’s journey.

Company journey

Follow one company’s moves

Spreading

Which AI moves are spreading

Companies reporting each move, and how the count grew month by month. Select a move to see where it appeared first.

Deep diveHow far each move has gone, what follows what, and the bigger waves

What follows what

How far each move has gone, and the steps companies describe in their own timelines. A path counts as a pattern once two or more companies share it.

From prediction to agents

Share of stories by AI family, three-month rolling, by story date.

Moves that travel together

AI moves combined in the same programme, in two or more cases.

GlossaryThe AI moves, in plain English

How this page works: each case is tagged with one or more AI moves by keyword rules applied to its own text, then checked by hand where needed. Every count is of cases or companies in Bizcognix, placed by story date (when the source published or announced the result). The period control shows the last 30 days, 90 days, 6 months, 1 year or all time; a month- or year-dated story is included only when even its earliest plausible date falls in the window. Steps in a company’s journey come from its case timeline, as reported by the source; plans are labelled as plans, and missing figures read “Not disclosed”. Patterns reflect the cases tracked here, not the whole market, and are refreshed with every update. Nothing here is advice or a forecast.

About Bizcognix

Bizcognix shows business leaders where AI is creating measurable value — and how leading companies made it happen.

Bizcognix is a curated library of source-linked AI case studies from leading companies across industries, business processes and the world's major economies. Each case summarises what was implemented, the timeline, the investment where disclosed, the technologies used and the results as reported by the source, with links to the original sources.

It is built for CXOs and business leaders who need to decide where AI belongs in their organisation. With Bizcognix you can:

  • Benchmark your peers — see what comparable companies in your industry have deployed.
  • Spot where AI delivers ROI — compare reported results across processes and markets.
  • Prioritise investments — focus on the processes where companies report value from AI.
  • Learn from real implementations — understand the approach, timeline and technology behind each result.

The library is updated regularly as new cases are published.

Beta Bizcognix is in beta; features and content are evolving.

Disclaimers

  • Cases are compiled from public sources and provided “as is”. They may contain errors or omissions; please validate independently before relying on them.
  • Figures are shown as reported by each source. Where a source gives no figure, Bizcognix says “Not disclosed”; projections and targets are labelled as such, not as results.
  • Industry, function and process labels are Bizcognix classifications, not the companies’ own.
  • Each case is dated by its story date, the publication or announcement date of its source.
  • Nothing here is investment, legal or professional advice. Company names and logos belong to their owners. See the Terms of Use; to request a correction or takedown, email us.

Bizcognix is a personal project. Meet the creator

Why Bizcognix

Jay Gontu

Author, Technologist & Futurist

AI is everywhere in the headlines. The question worth asking is where it is actually paying off.

Announcements are easy to find; evidence is harder. Bizcognix brings together what leading companies have actually achieved with AI: what was built, the investment where disclosed, and the results reported, each traced back to its source.

It began as Jay Gontu’s personal project, a way to keep learning case by case, across industries and the world’s major economies. It’s shared openly for anyone curious about the same question: where does AI create real business value?

More about Jay at jaygontu.com

Bizcognix is a personal, non-commercial project. See About for what it covers and its disclaimers.

Legal

Privacy Policy

Last updated: 15 Nov 2026

Bizcognix is a personal, non-commercial project run by Jay Gontu.

What we collect

Browsing Bizcognix needs no account. There are no forms, no analytics and no advertising trackers, and we do not sell personal data. The cases describe companies, compiled from public sources, not visitors.

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We never post to LinkedIn, read your connections or messages, or contact you through LinkedIn. We do not keep your LinkedIn access token. We do not share your details with anyone except the services that host the site and its database.

Your details are kept while you use the site. To have them deleted, email hello@bizcognix.com. You can also remove Bizcognix from your LinkedIn account at any time under Settings › Data privacy › Permitted services.

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Changes

This policy may change if the site changes. The date above shows the latest version.

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Legal

Terms of Use

Last updated: 15 Nov 2026

These Terms of Use (“Terms”) govern your access to and use of the Bizcognix website, dashboard and content (the “Service”), operated by Jay Gontu as a personal, non-commercial project (“Bizcognix”, “we”, “us” or “our”). Please read them carefully.

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By accessing or using the Service, you agree to be bound by these Terms and by our Privacy Policy and Cookie Policy. If you do not agree, do not use the Service. If you use the Service on behalf of an organisation, you confirm that you are authorised to accept these Terms on its behalf.

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You must be at least 16 years old (or 18, or the age of majority where you live, if higher) to use the Service. Where offered, you may sign in with your LinkedIn account. Signing in is optional for public pages and may be required for some pages. You are responsible for activity under your account, and our Privacy Policy explains what we receive from LinkedIn. We may limit or withdraw access to the Service at our discretion.

3. Permitted use

Subject to these Terms, we grant you a limited, personal, non-exclusive, non-transferable and revocable licence to access and use the Service for your own internal business research and informational purposes.

4. Restrictions

You agree not to, and not to permit anyone else to:

  • scrape, crawl, harvest or systematically download content or data from the Service, whether manually or by automated means (including bots, spiders or AI training tools);
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The Service, including its design, text, compilations, classifications, visualisations and software, is owned by or licensed to Bizcognix and is protected by intellectual property laws. All rights not expressly granted are reserved.

Company names, trademarks, logos and brand features displayed in the Service belong to their respective owners. They are used solely to identify the companies referenced in publicly reported case studies. Their use does not imply any affiliation with, sponsorship by or endorsement of Bizcognix by those owners, or any endorsement of those companies by Bizcognix. Logos are used for identification only, and trademark owners may ask us to remove theirs at any time (see Corrections and takedown requests); we will replace it with a neutral lettered badge.

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Case studies in the Service are compiled from publicly available third-party sources, such as company announcements, press releases and media reports, and link to those sources where available. Case summaries are written by Bizcognix in its own words; every case credits and links its original sources, and any short quotations are attributed. We do not control and are not responsible for third-party content, websites or services, their accuracy or availability, or any changes to them. Accessing third-party links is at your own risk and subject to the terms of those third parties.

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The content in the Service is compiled from public sources and may contain errors, omissions, inaccuracies or outdated information. In particular:

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You must independently validate any information before relying on it. If you notice an error, please let us know at hello@bizcognix.com so we can review it.

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If you believe any content in the Service is inaccurate, out of date or infringes your rights — including copyright or trademark — or if you represent a company that would prefer its logo not to be displayed, please email hello@bizcognix.com. Please tell us the company and case concerned, what should change and why, and include a source or supporting information where available.

We review every request promptly and, where appropriate, correct, update or remove the content concerned. Where a company asks us to stop displaying its logo, we replace it with a neutral lettered badge.

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TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, IN NO EVENT WILL BIZCOGNIX OR ITS OWNERS, OFFICERS, EMPLOYEES, CONTRACTORS, AGENTS, LICENSORS OR SUPPLIERS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL, EXEMPLARY OR PUNITIVE DAMAGES, OR FOR ANY LOSS OF PROFITS, REVENUE, BUSINESS, OPPORTUNITY, GOODWILL, DATA OR ANTICIPATED SAVINGS, OR ANY OTHER LOSS OR DAMAGE OF ANY KIND, ARISING OUT OF OR IN CONNECTION WITH YOUR ACCESS TO, USE OF OR RELIANCE ON THE SERVICE OR ANY CONTENT, INCLUDING ANY ERRORS, OMISSIONS OR INACCURACIES IN THE CONTENT, WHETHER BASED ON CONTRACT, TORT (INCLUDING NEGLIGENCE), STRICT LIABILITY OR ANY OTHER LEGAL THEORY, AND EVEN IF BIZCOGNIX HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.

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We may suspend, restrict or terminate your access to all or part of the Service at any time, with or without notice, for any reason, including if we believe you have breached these Terms. We may also modify, suspend or discontinue the Service or any content at any time. Sections that by their nature should survive termination, including intellectual property, accuracy of information, disclaimers, limitation of liability, indemnity and governing law, will survive.

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We may update these Terms from time to time. When we do, we will revise the “Last updated” date above and, where changes are material, take reasonable steps to let you know. Your continued use of the Service after the changes take effect constitutes acceptance of the updated Terms.

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These Terms and any dispute or claim arising out of or in connection with them or the Service are governed by the laws of the jurisdiction in which Bizcognix is established, without regard to its conflict-of-laws rules. The courts of that jurisdiction will have exclusive jurisdiction, except where applicable consumer protection law gives you the right to bring proceedings in your country of residence.

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Legal

Cookie Policy

Last updated: 15 Nov 2026

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Share of cases by industry. Select an industry to see its cases.

Top value outcomes