• Research Tree
  • Features
  • Pricing
  • Events
  • Reg.News
  • Short Interest
  • Explore Content
    • Explore

      • Providers
        • Providers

          • Free/Commissioned
          • High Net Worth Offering
          • Institutional Offering

          Free/Commissioned

          Research that is free to access for all investors. Companies commission these providers to write research about them.

          View Research

          What is our Main Bundle Offering?

          Brokers who write research on their corporate clients and make it available through our main bundle offering.

          View Research

          What is Institutional?

          Research that is paid for directly by asset managers. Only accessible to institutional investors permissioned for access.

          View Research
      • Regions
        • Regions

          • UK
          • Rest of EMEA
          • N America
          • APAC
          • LatAm
      • Exchanges
        • Exchanges

          • Aquis Apex
          • Australian Securities Exchange
          • Canadian Securities Exchange
          • Euronext Paris
          • London Stock Exchange (domestic)
          • SIX Swiss Exchange
      • Sectors
        • Sector Coverage

          • Building & Construction
          • Discretionary Personal Goods
          • Discretionary Retail
          • Energy
          • Health
          • Investment Trusts
          • Media
          • Resources
          • Technology
      • Small / Large Cap
        • Small / Large Cap

          • UK100
          • UK250
          • UK Smallcap
          • UK Other Main Markets
          • Other
  • Login
  • Sign Up
LIVE

Event in Progress:

Join Here ×

working
  • 18 Jul 2023

Hardman & Co Insight: The AI revolution - An introductory guide from a UK stock market perspective


Cambridge Cognition Holdings Plc (COG:LON), 37.5 | Cordel Group PLC (CRDL:LON), 6.8 | FD Technologies PLC (FDP:LON), 2,422 | Kainos Group PLC (KNOS:LON), 755 | Seeing Machines Limited (SEE:LON), 2.2

  • Hardman & Co
    • Richard Jeans

    • 16 pages


 

Executive summary Artificial intelligence (AI) is moving at a phenomenal pace, with companies seeking to be ahead of the curve, and its impacts will ultimately spread across the broader economy. In this note, we take a look at the topic from a UK stock market perspective. AI is not new, with its history traceable back to the 1950s. However, the AI phenomenon took off in late 2022, following the commercial launch of ChatGPT. The emergence of ChatGPT was a result of the combination of large language models (LLMs) with the enormous computing power offered by the burgeoning cloud computing providers, supported by a new generation of powerful computer chips. These new, generative AI solutions enable users to perform a broad range of tasks, including complex problem-solving, writing computer code, or generating/analysing text-based content, at enormously superior levels of productivity. Most of the hype, to date, has focused on the US Big Tech players, including NVIDIA (which provides the powerful graphics processing units, or GPUs, used by the data centres to process data), the big cloud providers (that provide the computing power to analyse/train large data sets), and the generative AI front runners, several of which are linked to the Big Tech players. In this note, we have identified a selection of UK technology companies that have already established AI operations, which, we believe, are significant to their investment cases. Also, we examine which UK-listed companies may be best prepared to benefit from the AI revolution. We believe that investors should raise their awareness and understanding of AI, as it could well be a primary source of growth in global stock markets for the foreseeable future. However, as with all rapidly developing industries, there are uncertainties and, potentially, substantial risks. Consequently, while this report seeks to identify a number of relevant companies, many of which are still very small, it should not, in any respect, be interpreted as offering investment advice.

Sign up for free to access

Get access to the latest equity research in real-time from 12 commissioned providers.

Get access to the latest equity research in real-time from 12 commissioned providers.


Get Started
Already a member? Log in here

Hardman & Co Insight: The AI revolution - An introductory guide from a UK stock market perspective


Cambridge Cognition Holdings Plc (COG:LON), 37.5 | Cordel Group PLC (CRDL:LON), 6.8 | FD Technologies PLC (FDP:LON), 2,422 | Kainos Group PLC (KNOS:LON), 755 | Seeing Machines Limited (SEE:LON), 2.2

  • Published: 18 Jul 2023
  • Author: Richard Jeans
  • Pages: 16
  • Hardman & Co


Executive summary Artificial intelligence (AI) is moving at a phenomenal pace, with companies seeking to be ahead of the curve, and its impacts will ultimately spread across the broader economy. In this note, we take a look at the topic from a UK stock market perspective. AI is not new, with its history traceable back to the 1950s. However, the AI phenomenon took off in late 2022, following the commercial launch of ChatGPT. The emergence of ChatGPT was a result of the combination of large language models (LLMs) with the enormous computing power offered by the burgeoning cloud computing providers, supported by a new generation of powerful computer chips. These new, generative AI solutions enable users to perform a broad range of tasks, including complex problem-solving, writing computer code, or generating/analysing text-based content, at enormously superior levels of productivity. Most of the hype, to date, has focused on the US Big Tech players, including NVIDIA (which provides the powerful graphics processing units, or GPUs, used by the data centres to process data), the big cloud providers (that provide the computing power to analyse/train large data sets), and the generative AI front runners, several of which are linked to the Big Tech players. In this note, we have identified a selection of UK technology companies that have already established AI operations, which, we believe, are significant to their investment cases. Also, we examine which UK-listed companies may be best prepared to benefit from the AI revolution. We believe that investors should raise their awareness and understanding of AI, as it could well be a primary source of growth in global stock markets for the foreseeable future. However, as with all rapidly developing industries, there are uncertainties and, potentially, substantial risks. Consequently, while this report seeks to identify a number of relevant companies, many of which are still very small, it should not, in any respect, be interpreted as offering investment advice.

More Content

More Content

Cordel Group:Extended decision cycles, strategic progress

Companies: Cordel Group PLC

Edison

Seeing Machines slips 7% as CEO resigns

Companies: Seeing Machines Limited

Research Tree

Hybridan Small Cap Feast: 09/06/2025

Companies: CPX SNX MDZ SML PEG TRX DBOX PXEN CRDL FCM

Hybridan

Audio Note: Cordel Group - Positive trading update

Companies: Cordel Group PLC

Zeus Capital

Morning Note – 9 June 2025

Companies: SRT Marine Systems plc (SRT:LON)Cordel Group PLC (CRDL:LON)

Cavendish
Research Tree
Useful Links
  • Features
  • Pricing
  • RNS/Newswires Feeds
  • Providers Hub
  • Company Hub
  • Stock Pick League
  • Chrome Extension
  • iOS and Android Apps
Account
  • Login
  • Join Now
  • Contact
  • Follow us on Linkedin
  • Follow us on X

© Research Tree 2025

  • Apple Store
  • Play Store
  • Terms of Service
  • Privacy Policy and Statement on Cookies

Research Tree will never share your details with third parties for marketing purposes. Research Tree distributes research documents that have been produced and approved by Financial Conduct Authority (FCA) Authorised & Regulated firms as well as relevant content from non-authorised sources, who are not regulated but the information is in the public domain. For the avoidance of doubt Research Tree is not giving advice, nor has Research Tree validated any of the information.

Research Tree is an Appointed Representative of Sturgeon Ventures which is Authorised and Regulated by the Financial Conduct Authority.

Top
  • Home
  • Features
  • Pricing
  • Event Hub
  • Reg.News
  • Short Interest Tracker
  • Explore Content
    • Regions
      • UK
      • Rest of EMEA
      • N America
      • APAC
      • LatAm
    • Exchanges
      • Aquis Apex
      • Australian Securities Exchange
      • Canadian Securities Exchange
      • Euronext Paris
      • London Stock Exchange (domestic)
      • SIX Swiss Exchange
    • Sectors
      • Automobile Industry
      • Banks
      • Building & Construction
      • Chemicals
      • Discretionary Personal Goods
      • Discretionary Retail
      • Energy
      • ETFs
      • Financial Services
      • Food & Drink
      • Food Production
      • Health
      • Household Goods & DIY
      • Industrial Equipment, Goods & Services
      • Insurance & Reinsurance
      • Investment Trusts
      • Leisure, Tourism & Travel
      • Media
      • Open-ended Funds
      • Other
      • Real Estate
      • Resources
      • Staple Retail
      • Technology
      • Telecoms
      • Utilities
    • Small / Large Cap
      • UK100
      • UK250
      • UK Smallcap
      • UK Other Main Markets
      • Other
    • Private/EIS
      • EIS Single Company
      • EIS/SEIS Funds
      • IHT Products
      • SEIS Single Company
      • VCT Funds
  • Providers
    • Free/Commissioned
      • Acquisdata
      • Actinver
      • Actio Advisors
      • Asset TV
      • Atrium Research
      • Baden Hill
      • BlytheRay
      • BNP Paribas Exane - Sponsored Research
      • Bondcritic
      • Brand Communications
      • BRR Media
      • Calvine Partners
      • Capital Access Group
      • Capital Link
      • Capital Markets Brokers
      • Cavendish
      • Checkpoint Partners
      • Clear Capital Markets
      • Couloir Capital
      • Doceo
      • Edison
      • Engage Investor
      • Equity Development
      • eResearch
      • First Equity
      • Five Minute Pitch TV
      • focusIR
      • Fundamental Research Corp
      • Galliano’s Latin Notes
      • GBC AG
      • goetzpartners securities Limited
      • Golden Section Capital
      • GreenSome Finance
      • GSBR Research
      • H2 Radnor
      • Hardman & Co
      • Holland Advisors
      • Hypothesis Research
      • InterAxS Global
      • Kepler | Trust Intelligence
      • London Stock Exchange
      • Longspur Clean Energy
      • Mello Events
      • Messari Research
      • Nippon Investment Bespoke Research UK
      • NuWays
      • OAK Securities
      • Oberon Capital
      • Optimo Capital
      • Panmure Liberum
      • Paul Scott
      • Peel Hunt
      • PIWORLD / Progressive
      • Proactive
      • Progressive Equity Research
      • Quantum Research Group
      • QuotedData
      • Research Dynamics
      • Research Tree
      • Resolve Research
      • SEAL Advisors Ltd
      • ShareSoc
      • Shore Capital
      • Sidoti & Company
      • Small Cap Consumer Research LLC
      • StockBox
      • Tennyson Securities
      • The AIC
      • The Business Magazine Group
      • The Edge Group
      • The Life Sciences Division
      • Trinity Delta
      • Turner Pope Investments
      • UK Investor Group
      • ValueTrack
      • Vox Markets
      • VRS International S.A. - Valuation & Research Specialists (VRS)
      • VSA Capital
      • Winterflood Securities
      • Yaru Investments
      • Yellowstone Advisory
      • Zacks Small Cap Research
      • Zeus Capital
    • High Net Worth Offering
      • Fox-Davies Capital
      • ABG Sundal Collier
      • ACF Equity Research
      • Align Research
      • Allenby Capital
      • AlphaValue
      • Alternative Resource Capital
      • Arctic Securities
      • Arden Partners
      • Auctus Advisors
      • Baptista Research
      • BNP Paribas Exane - Sponsored Research
      • Canaccord Genuity
      • Cavendish
      • Couloir Capital
      • Degroof Petercam
      • Dowgate Capital
      • First Berlin
      • First Equity
      • First Sentinel
      • Greenwood Capital Partners
      • Hannam & Partners
      • Hybridan
      • Kemeny Capital
      • Longspur Clean Energy
      • Louis Capital
      • Magnitogorsk Iron and steel works
      • Medley Global Advisors
      • Northland Capital Partners
      • OAK Securities
      • Oberon Capital
      • Panmure Liberum
      • QuotedData Professional
      • Shard Capital
      • ShareSoc
      • Shore Capital
      • Singer Capital Markets
      • SP Angel
      • Stanford Capital Partners
      • Stifel FirstEnergy
      • Stockdale Securities
      • Tamesis Partners
      • Tennyson Securities
      • The Life Sciences Division
      • Turner Pope Investments
      • VSA Capital
      • Whitman Howard
      • Yellowstone Advisory
      • Zeus Capital
    • Institutional Offering
      • Fox-Davies Capital
      • ABG Sundal Collier
      • ACF Equity Research
      • Acquisdata
      • Allenby Capital
      • Alternative Resource Capital
      • Arctic Securities
      • Arden Partners
      • Auctus Advisors
      • BNP Paribas Exane
      • Bondcritic
      • Canaccord Genuity
      • Capital Access Group
      • Capital Link
      • Cavendish
      • Couloir Capital
      • Degroof Petercam
      • Dowgate Capital
      • Edison
      • First Berlin
      • First Equity
      • First Sentinel
      • Five Minute Pitch TV
      • Fundamental Research Corp
      • Galliano’s Latin Notes
      • GBC AG
      • Golden Section Capital
      • Goodbody
      • Greenwood Capital Partners
      • Hannam & Partners
      • Holland Advisors
      • Hybridan
      • InterAxS Global
      • Investec Bank
      • Kepler | Trust Intelligence
      • Numis
      • NuWays
      • OAK Securities
      • Oberon Capital
      • Panmure Liberum
      • Peel Hunt
      • QuotedData
      • QuotedData Professional
      • Research Dynamics
      • Research Tree
      • Shard Capital
      • Shore Capital
      • Sidoti & Company
      • Singer Capital Markets
      • Small Cap Consumer Research LLC
      • SP Angel
      • Stanford Capital Partners
      • Stifel
      • StockBox
      • Tamesis Partners
      • Tennyson Securities
      • The AIC
      • The Business Magazine Group
      • The Life Sciences Division
      • ValueTrack
      • Velocity Trade
      • VSA Capital
      • Winterflood Securities
      • Zacks Small Cap Research
      • Zeus Capital
  • Contact
  • Sign Up
  • Sign In