Innovative companies
The UK has a strong distribution of innovative companies, with regional centres of excellence or ‘clusters' specialising in everything from Quantum and Semiconductors to Robotics and Photonics. Examples include Harwell Science Campus (where techUK launched our first Emerging Space Tech report ) and Leamington Spa (in which techUK held part of its Gaming & Esports sprint campaign activity).
Examples of innovative clusters in the UK
Robotics Members
Airbus, Stevenage - built the rover for the Mars mission.
Starship Technologies - robotics company that provides autonomous delivery services to businesses in various sectors, including food, groceries, and retail across Leeds, Wakefield, Trafford, Milton Keynes, Northampton and Cambourne.
Oxa - Autonomous vehicles such as the first self driving shuttle in Northen Ireland.
Photonics clusters
The UK has a strong network of clusters focused on Photonics technologies.
1. Northern Ireland
Offers specialised capabilities in photonics, with world-class capability in areas such as advanced sensors, key academic and industrial assets and a growing focal point for entrepreneurship in Belfast, enabling cross-sector innovation.
In March 2025 Invest Northern Ireland approved support for the establishment of a photonics Cluster Acceleration Programme to establish a self-sustaining photonics cluster in Northern Ireland which was officially launched on 21st October 2025.
Seagate Technology, a techUK member, with a strategic focus on photonics innovation and commercialisation demonstrates how industry can benefit from clusters, highlighting the Smart Nano programme that demonstrates how photonics clusters can play a role in scaling up SMEs through its 12-week accelerator programme that gives companies the opportunity to connect with industry and to support them conduct further prototyping and testing.
2. Southampton
The “Photonics Valley” in the Southampton area, comprises over 10 photonics manufacturing and design companies, many of which have their with roots in the world renowned Optoelectronics Research Centre, based at the University of Southampton. One of these is CORNERSTONE, a tech UK member offering seven photonics technology platforms to accommodate a broad spectrum of applications, including telecoms, sensing, LiDAR, quantum, and more.
techUK will continue to explore the role of these clusters, examining how industry and government can support them to maximise their impact, as well as providing a more detailed analysis of the UK's photonics cluster landscape in the years ahead. These insights will be featured in techUK's upcoming photonics report, due to be published in the first half of 2026.
techUK's Meet the Innovators video interview and event series regularly showcases how member companies are leading on enabling innovation. Contributors include an immersive content developer in Southam, semiconductor manufacturer in Durham, and data centre company in Harlow.
3. Cambridge
The Cambridge cluster hosts one of the semiconductor sectors biggest assets- our capabilities in chip design and intellectual property. The city's thriving tech ecosystem, valued higher than those of Italy and Spain combined, represents around 18% of the UK's total tech sector and ranks alongside San Jose as one of the world's top innovation hubs. Within this environment, leading firms such as Arm, Agile Analog, Cambridge GaN Devices, and Paragraf drive much of the UK's semiconductor design and IP activity. In 2022, approximately £7.4bn was generated by dedicated UK semiconductor companies; Arm alone generated £3.4bn of this GVA with its specialisation in chip design and IP.
The cluster's success is rooted in deep collaboration between academia and industry. The University of Cambridge generates world-class talent, pioneering research, and high-growth spinouts - half of the city's semiconductor firms trace their origins back to the university. Nearby, major global players including Microsoft, Samsung, and Siemens maintain design sites within a two-mile radius of Arm's headquarters, benefiting from the city's dense concentration of expertise.
techUK continues to champion this innovation ecosystem, connecting industry voices to national strategy. techUK's policy paper- the UK plan for Chips- spotlighted Cambridge as a core UK asset, sitting at the heart of our first mission of doubling down on UK strengths in design and IP.
Building on its work through the Chips Coalition and engagement around the UK Semiconductor Centre, techUK will keep supporting Cambridge's design-led strengths - ensuring the UK remains a global leader in semiconductor innovation.
Percentage of innovative companies by local authority (registered address), digital sector (2025)
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Aberdeen City Innovation Intensity: 0.63%
Aberdeenshire Innovation Intensity: 0.59%
Adur Innovation Intensity: 0.5%
Amber Valley Innovation Intensity: 0.38%
Angus Innovation Intensity: 0.38%
Antrim and Newtownabbey Innovation Intensity: 0.53%
Ards and North Down Innovation Intensity: 0.3%
Argyll and Bute Innovation Intensity: 0.81%
Armagh City, Banbridge and Craigavon Innovation Intensity: 0.31%
Arun Innovation Intensity: 0.57%
Ashfield Innovation Intensity: 0.54%
Ashford Innovation Intensity: 0.25%
Babergh Innovation Intensity: 0.63%
Barking and Dagenham Innovation Intensity: 0.49%
Barnet Innovation Intensity: 1.27%
Barnsley Innovation Intensity: 0.41%
Basildon Innovation Intensity: 0.59%
Basingstoke and Deane Innovation Intensity: 1.47%
Bassetlaw Innovation Intensity: 0.57%
Bath and North East Somerset Innovation Intensity: 0.7%
Bedford Innovation Intensity: 0.95%
Belfast Innovation Intensity: 1.36%
Bexley Innovation Intensity: 0.54%
Birmingham Innovation Intensity: 0.7%
Blaby Innovation Intensity: 0.36%
Blackburn with Darwen Innovation Intensity: 0.54%
Blackpool Innovation Intensity: 0.39%
Bolsover Innovation Intensity: 0.52%
Bolton Innovation Intensity: 0.74%
Boston Innovation Intensity: 0.15%
Bournemouth, Christchurch and Poole Innovation Intensity: 0.92%
Bracknell Forest Innovation Intensity: 1.3%
Bradford Innovation Intensity: 0.43%
Braintree Innovation Intensity: 0.62%
Breckland Innovation Intensity: 0.27%
Brent Innovation Intensity: 0.86%
Brentwood Innovation Intensity: 0.5%
Bridgend Innovation Intensity: 0.74%
Brighton and Hove Innovation Intensity: 1.37%
Bristol, City of Innovation Intensity: 1.3%
Broadland Innovation Intensity: 0.66%
Bromley Innovation Intensity: 0.96%
Bromsgrove Innovation Intensity: 0.5%
Broxbourne Innovation Intensity: 0.67%
Broxtowe Innovation Intensity: 0.53%
Buckinghamshire Innovation Intensity: 1.03%
Burnley Innovation Intensity: 0.76%
Bury Innovation Intensity: 0.25%
Caerphilly Innovation Intensity: 0.58%
Calderdale Innovation Intensity: 0.41%
Cambridge Innovation Intensity: 3.07%
Camden Innovation Intensity: 2.13%
Cannock Chase Innovation Intensity: 0.5%
Canterbury Innovation Intensity: 0.86%
Cardiff Innovation Intensity: 1.1%
Carmarthenshire Innovation Intensity: 0.44%
Castle Point Innovation Intensity: 0.54%
Causeway Coast and Glens Innovation Intensity: 0.57%
Central Bedfordshire Innovation Intensity: 0.64%
Ceredigion Innovation Intensity: 0.45%
Charnwood Innovation Intensity: 0.64%
Chelmsford Innovation Intensity: 0.78%
Cheltenham Innovation Intensity: 1.5%
Cherwell Innovation Intensity: 1.24%
Cheshire East Innovation Intensity: 0.74%
Cheshire West and Chester Innovation Intensity: 0.61%
Chesterfield Innovation Intensity: 1.03%
Chichester Innovation Intensity: 0.81%
Chorley Innovation Intensity: 0.45%
City of Edinburgh Innovation Intensity: 1.31%
City of London Innovation Intensity: 3.42%
Clackmannanshire Innovation Intensity: 0.54%
Colchester Innovation Intensity: 0.69%
Conwy Innovation Intensity: 0.59%
Cornwall Innovation Intensity: 0.44%
Cotswold Innovation Intensity: 0.94%
County Durham Innovation Intensity: 0.5%
Coventry Innovation Intensity: 0.64%
Crawley Innovation Intensity: 0.76%
Croydon Innovation Intensity: 0.88%
Cumberland Innovation Intensity: 0.43%
Dacorum Innovation Intensity: 1.19%
Darlington Innovation Intensity: 0.45%
Dartford Innovation Intensity: 0.72%
Denbighshire Innovation Intensity: 0.68%
Derby Innovation Intensity: 0.7%
Derbyshire Dales Innovation Intensity: 0.32%
Derry City and Strabane Innovation Intensity: 0.5%
Doncaster Innovation Intensity: 0.52%
Dorset Innovation Intensity: 0.61%
Dover Innovation Intensity: 0.43%
Dudley Innovation Intensity: 0.43%
Dumfries and Galloway Innovation Intensity: 0.09%
Dundee City Innovation Intensity: 0.64%
Ealing Innovation Intensity: 0.71%
East Ayrshire Innovation Intensity: 0.21%
East Cambridgeshire Innovation Intensity: 0.64%
East Devon Innovation Intensity: 0.41%
East Dunbartonshire Innovation Intensity: 0.24%
East Hampshire Innovation Intensity: 0.77%
East Hertfordshire Innovation Intensity: 0.52%
East Lindsey Innovation Intensity: 0.26%
East Lothian Innovation Intensity: 0.34%
East Renfrewshire Innovation Intensity: 0.8%
East Riding of Yorkshire Innovation Intensity: 0.39%
East Staffordshire Innovation Intensity: 0.22%
East Suffolk Innovation Intensity: 0.23%
Eastbourne Innovation Intensity: 0.45%
Eastleigh Innovation Intensity: 0.52%
Elmbridge Innovation Intensity: 1.06%
Enfield Innovation Intensity: 0.93%
Epping Forest Innovation Intensity: 0.74%
Epsom and Ewell Innovation Intensity: 1.01%
Erewash Innovation Intensity: 0.51%
Exeter Innovation Intensity: 0.68%
Falkirk Innovation Intensity: 0.32%
Fareham Innovation Intensity: 0.99%
Fenland Innovation Intensity: 0.17%
Fermanagh and Omagh Innovation Intensity: 0.09%
Fife Innovation Intensity: 0.39%
Flintshire Innovation Intensity: 0.49%
Folkestone and Hythe Innovation Intensity: 0.91%
Forest of Dean Innovation Intensity: 0.24%
Fylde Innovation Intensity: 1%
Gateshead Innovation Intensity: 0.85%
Gedling Innovation Intensity: 0.14%
Glasgow City Innovation Intensity: 0.84%
Gloucester Innovation Intensity: 0.53%
Gosport Innovation Intensity: 0.57%
Gravesham Innovation Intensity: 0.76%
Great Yarmouth Innovation Intensity: 0.31%
Greenwich Innovation Intensity: 0.81%
Guildford Innovation Intensity: 1.05%
Gwynedd Innovation Intensity: 0.27%
Hackney Innovation Intensity: 2.49%
Halton Innovation Intensity: 1.18%
Hammersmith and Fulham Innovation Intensity: 1.82%
Harborough Innovation Intensity: 0.52%
Haringey Innovation Intensity: 1.34%
Harlow Innovation Intensity: 0.83%
Harrow Innovation Intensity: 0.86%
Hart Innovation Intensity: 1.46%
Hartlepool Innovation Intensity: 0.44%
Hastings Innovation Intensity: 0.74%
Havant Innovation Intensity: 0.77%
Havering Innovation Intensity: 0.65%
Herefordshire, County of Innovation Intensity: 0.74%
Hertsmere Innovation Intensity: 1%
High Peak Innovation Intensity: 0.46%
Highland Innovation Intensity: 0.34%
Hillingdon Innovation Intensity: 0.97%
Hinckley and Bosworth Innovation Intensity: 0.55%
Horsham Innovation Intensity: 0.79%
Hounslow Innovation Intensity: 1.21%
Huntingdonshire Innovation Intensity: 0.84%
Hyndburn Innovation Intensity: 0.29%
Inverclyde Innovation Intensity: 0.62%
Ipswich Innovation Intensity: 0.95%
Isle of Anglesey Innovation Intensity: 0.16%
Isle of Wight Innovation Intensity: 0.48%
Islington Innovation Intensity: 1.99%
Kensington and Chelsea Innovation Intensity: 1.19%
King's Lynn and West Norfolk Innovation Intensity: 0.66%
Kingston upon Hull, City of Innovation Intensity: 0.55%
Kingston upon Thames Innovation Intensity: 1.02%
Kirklees Innovation Intensity: 0.41%
Knowsley Innovation Intensity: 0.73%
Lambeth Innovation Intensity: 1.37%
Lancaster Innovation Intensity: 0.37%
Leeds Innovation Intensity: 0.92%
Leicester Innovation Intensity: 0.57%
Lewes Innovation Intensity: 0.52%
Lewisham Innovation Intensity: 0.94%
Lichfield Innovation Intensity: 0.47%
Lincoln Innovation Intensity: 0.6%
Lisburn and Castlereagh Innovation Intensity: 0.84%
Liverpool Innovation Intensity: 0.77%
Luton Innovation Intensity: 0.8%
Maidstone Innovation Intensity: 0.76%
Maldon Innovation Intensity: 0.44%
Malvern Hills Innovation Intensity: 0.62%
Manchester Innovation Intensity: 1.28%
Mansfield Innovation Intensity: 0.6%
Medway Innovation Intensity: 0.44%
Melton Innovation Intensity: 0.61%
Merton Innovation Intensity: 1.39%
Mid Devon Innovation Intensity: 0.37%
Mid Suffolk Innovation Intensity: 0.36%
Mid Sussex Innovation Intensity: 0.76%
Mid Ulster Innovation Intensity: 0.38%
Mid and East Antrim Innovation Intensity: 0.52%
Middlesbrough Innovation Intensity: 0.63%
Midlothian Innovation Intensity: 0.83%
Milton Keynes Innovation Intensity: 1.11%
Mole Valley Innovation Intensity: 0.94%
Monmouthshire Innovation Intensity: 0.92%
Moray Innovation Intensity: 0.22%
Na h-Eileanan Siar Innovation Intensity: 0.95%
New Forest Innovation Intensity: 0.83%
Newark and Sherwood Innovation Intensity: 0.41%
Newcastle upon Tyne Innovation Intensity: 0.79%
Newcastle-under-Lyme Innovation Intensity: 0.69%
Newham Innovation Intensity: 0.75%
Newport Innovation Intensity: 0.61%
Newry, Mourne and Down Innovation Intensity: 0.47%
North Ayrshire Innovation Intensity: 0.12%
North Devon Innovation Intensity: 0.66%
North East Derbyshire Innovation Intensity: 0.18%
North East Lincolnshire Innovation Intensity: 0.29%
North Hertfordshire Innovation Intensity: 0.91%
North Kesteven Innovation Intensity: 0.34%
North Lanarkshire Innovation Intensity: 0.31%
North Lincolnshire Innovation Intensity: 0.39%
North Norfolk Innovation Intensity: 0.36%
North Northamptonshire Innovation Intensity: 0.54%
North Somerset Innovation Intensity: 0.42%
North Tyneside Innovation Intensity: 0.79%
North Warwickshire Innovation Intensity: 0.48%
North West Leicestershire Innovation Intensity: 0.49%
North Yorkshire Innovation Intensity: 0.63%
Northumberland Innovation Intensity: 0.4%
Norwich Innovation Intensity: 1.1%
Nottingham Innovation Intensity: 0.94%
Nuneaton and Bedworth Innovation Intensity: 0.28%
Oadby and Wigston Innovation Intensity: 0.39%
Oldham Innovation Intensity: 0.29%
Oxford Innovation Intensity: 3.2%
Pembrokeshire Innovation Intensity: 0.63%
Pendle Innovation Intensity: 0.69%
Perth and Kinross Innovation Intensity: 0.43%
Peterborough Innovation Intensity: 0.78%
Plymouth Innovation Intensity: 0.36%
Portsmouth Innovation Intensity: 0.36%
Powys Innovation Intensity: 0.56%
Preston Innovation Intensity: 0.41%
Reading Innovation Intensity: 3.39%
Redbridge Innovation Intensity: 0.88%
Redcar and Cleveland Innovation Intensity: 0.43%
Redditch Innovation Intensity: 0.39%
Reigate and Banstead Innovation Intensity: 0.93%
Renfrewshire Innovation Intensity: 0.26%
Rhondda Cynon Taf Innovation Intensity: 0.11%
Ribble Valley Innovation Intensity: 0.32%
Richmond upon Thames Innovation Intensity: 1.07%
Rochdale Innovation Intensity: 0.19%
Rochford Innovation Intensity: 0.4%
Rossendale Innovation Intensity: 0.33%
Rother Innovation Intensity: 0.46%
Rotherham Innovation Intensity: 0.34%
Rugby Innovation Intensity: 0.52%
Runnymede Innovation Intensity: 0.66%
Rushcliffe Innovation Intensity: 1.37%
Rushmoor Innovation Intensity: 1.26%
Rutland Innovation Intensity: 0.29%
Salford Innovation Intensity: 0.87%
Sandwell Innovation Intensity: 0.52%
Scottish Borders Innovation Intensity: 0.37%
Sefton Innovation Intensity: 0.57%
Sevenoaks Innovation Intensity: 0.52%
Sheffield Innovation Intensity: 0.83%
Shropshire Innovation Intensity: 0.35%
Slough Innovation Intensity: 1.3%
Solihull Innovation Intensity: 0.77%
Somerset Innovation Intensity: 0.56%
South Ayrshire Innovation Intensity: 0.26%
South Cambridgeshire Innovation Intensity: 2.24%
South Derbyshire Innovation Intensity: 0.62%
South Gloucestershire Innovation Intensity: 0.87%
South Hams Innovation Intensity: 0.28%
South Holland Innovation Intensity: 0.37%
South Kesteven Innovation Intensity: 0.64%
South Lanarkshire Innovation Intensity: 0.4%
South Norfolk Innovation Intensity: 0.71%
South Oxfordshire Innovation Intensity: 0.84%
South Ribble Innovation Intensity: 0.44%
South Staffordshire Innovation Intensity: 0.4%
South Tyneside Innovation Intensity: 0.43%
Southampton Innovation Intensity: 0.78%
Southend-on-Sea Innovation Intensity: 0.63%
Southwark Innovation Intensity: 2.08%
Spelthorne Innovation Intensity: 0.99%
St Albans Innovation Intensity: 1.14%
St. Helens Innovation Intensity: 0.18%
Stafford Innovation Intensity: 0.78%
Staffordshire Moorlands Innovation Intensity: 0.27%
Stevenage Innovation Intensity: 0.77%
Stirling Innovation Intensity: 0.36%
Stockport Innovation Intensity: 0.91%
Stockton-on-Tees Innovation Intensity: 0.26%
Stoke-on-Trent Innovation Intensity: 0.62%
Stratford-on-Avon Innovation Intensity: 0.8%
Stroud Innovation Intensity: 0.8%
Sunderland Innovation Intensity: 0.49%
Surrey Heath Innovation Intensity: 0.9%
Sutton Innovation Intensity: 0.87%
Swale Innovation Intensity: 0.21%
Swansea Innovation Intensity: 0.76%
Swindon Innovation Intensity: 0.81%
Tameside Innovation Intensity: 0.38%
Tamworth Innovation Intensity: 0.45%
Tandridge Innovation Intensity: 0.76%
Teignbridge Innovation Intensity: 0.43%
Telford and Wrekin Innovation Intensity: 0.83%
Tendring Innovation Intensity: 0.47%
Test Valley Innovation Intensity: 0.92%
Tewkesbury Innovation Intensity: 0.55%
Thanet Innovation Intensity: 0.68%
Three Rivers Innovation Intensity: 1.26%
Thurrock Innovation Intensity: 0.34%
Tonbridge and Malling Innovation Intensity: 0.7%
Torbay Innovation Intensity: 0.42%
Torfaen Innovation Intensity: 0.51%
Torridge Innovation Intensity: 0.55%
Tower Hamlets Innovation Intensity: 2.5%
Trafford Innovation Intensity: 1.41%
Tunbridge Wells Innovation Intensity: 0.82%
Uttlesford Innovation Intensity: 0.85%
Vale of Glamorgan Innovation Intensity: 0.89%
Vale of White Horse Innovation Intensity: 1.32%
Wakefield Innovation Intensity: 0.4%
Walsall Innovation Intensity: 0.41%
Waltham Forest Innovation Intensity: 1.12%
Wandsworth Innovation Intensity: 0.97%
Warrington Innovation Intensity: 0.86%
Warwick Innovation Intensity: 1.44%
Watford Innovation Intensity: 1.48%
Waverley Innovation Intensity: 0.94%
Wealden Innovation Intensity: 0.6%
Welwyn Hatfield Innovation Intensity: 0.9%
West Berkshire Innovation Intensity: 1.68%
West Devon Innovation Intensity: 0.88%
West Dunbartonshire Innovation Intensity: 0.35%
West Lancashire Innovation Intensity: 0.35%
West Lindsey Innovation Intensity: 0.46%
West Lothian Innovation Intensity: 0.43%
West Northamptonshire Innovation Intensity: 0.72%
West Oxfordshire Innovation Intensity: 0.78%
West Suffolk Innovation Intensity: 0.97%
Westminster Innovation Intensity: 2.07%
Westmorland and Furness Innovation Intensity: 0.49%
Wigan Innovation Intensity: 0.32%
Wiltshire Innovation Intensity: 0.65%
Winchester Innovation Intensity: 1.23%
Windsor and Maidenhead Innovation Intensity: 0.99%
Wirral Innovation Intensity: 0.49%
Woking Innovation Intensity: 0.89%
Wokingham Innovation Intensity: 1.32%
Wolverhampton Innovation Intensity: 0.62%
Worcester Innovation Intensity: 0.67%
Worthing Innovation Intensity: 0.83%
Wrexham Innovation Intensity: 0.57%
Wychavon Innovation Intensity: 0.66%
Wyre Innovation Intensity: 0.14%
Wyre Forest Innovation Intensity: 0.59%
York Innovation Intensity: 0.69%
Go to the start of hex cartogram
Notes: Innovation intensity refers to the percentage of digital companies that are likely to be innovative.
Percentage of innovative companies by local authority (registered address), all sectors (2025)
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15% or more
10%
5%
15% or more
Hexmap
Aberdeen City Innovation Intensity: 7.88%
Aberdeenshire Innovation Intensity: 5.68%
Adur Innovation Intensity: 8.35%
Amber Valley Innovation Intensity: 5.02%
Angus Innovation Intensity: 4.51%
Antrim and Newtownabbey Innovation Intensity: 5.37%
Ards and North Down Innovation Intensity: 7.03%
Argyll and Bute Innovation Intensity: 5.59%
Armagh City, Banbridge and Craigavon Innovation Intensity: 4.34%
Arun Innovation Intensity: 7.16%
Ashfield Innovation Intensity: 7.34%
Ashford Innovation Intensity: 5.9%
Babergh Innovation Intensity: 6.18%
Barking and Dagenham Innovation Intensity: 6.03%
Barnet Innovation Intensity: 9.21%
Barnsley Innovation Intensity: 5.52%
Basildon Innovation Intensity: 5.93%
Basingstoke and Deane Innovation Intensity: 9.35%
Bassetlaw Innovation Intensity: 5.53%
Bath and North East Somerset Innovation Intensity: 7.87%
Bedford Innovation Intensity: 7.51%
Belfast Innovation Intensity: 10.25%
Bexley Innovation Intensity: 6.12%
Birmingham Innovation Intensity: 7.52%
Blaby Innovation Intensity: 6%
Blackburn with Darwen Innovation Intensity: 5.63%
Blackpool Innovation Intensity: 5.28%
Blaenau Gwent Innovation Intensity: 5.67%
Bolsover Innovation Intensity: 5.37%
Bolton Innovation Intensity: 6.89%
Boston Innovation Intensity: 3.68%
Bournemouth, Christchurch and Poole Innovation Intensity: 7.7%
Bracknell Forest Innovation Intensity: 11.53%
Bradford Innovation Intensity: 5.28%
Braintree Innovation Intensity: 5.36%
Breckland Innovation Intensity: 5.01%
Brent Innovation Intensity: 7.38%
Brentwood Innovation Intensity: 6.52%
Bridgend Innovation Intensity: 7.58%
Brighton and Hove Innovation Intensity: 8.7%
Bristol, City of Innovation Intensity: 8.77%
Broadland Innovation Intensity: 6.69%
Bromley Innovation Intensity: 7.82%
Bromsgrove Innovation Intensity: 7.38%
Broxbourne Innovation Intensity: 6.49%
Broxtowe Innovation Intensity: 5.34%
Buckinghamshire Innovation Intensity: 8.54%
Burnley Innovation Intensity: 5.67%
Bury Innovation Intensity: 6.08%
Caerphilly Innovation Intensity: 6.34%
Calderdale Innovation Intensity: 5.95%
Cambridge Innovation Intensity: 16.66%
Camden Innovation Intensity: 15.2%
Cannock Chase Innovation Intensity: 5.16%
Canterbury Innovation Intensity: 6.57%
Cardiff Innovation Intensity: 9.43%
Carmarthenshire Innovation Intensity: 5.66%
Castle Point Innovation Intensity: 5.51%
Causeway Coast and Glens Innovation Intensity: 5.8%
Central Bedfordshire Innovation Intensity: 7.34%
Ceredigion Innovation Intensity: 6.14%
Charnwood Innovation Intensity: 8.51%
Chelmsford Innovation Intensity: 7.21%
Cheltenham Innovation Intensity: 10.61%
Cherwell Innovation Intensity: 9.44%
Cheshire East Innovation Intensity: 7.17%
Cheshire West and Chester Innovation Intensity: 7.46%
Chesterfield Innovation Intensity: 7.21%
Chichester Innovation Intensity: 6.08%
Chorley Innovation Intensity: 5.49%
City of Edinburgh Innovation Intensity: 12.37%
City of London Innovation Intensity: 20.32%
Clackmannanshire Innovation Intensity: 7.36%
Colchester Innovation Intensity: 6.98%
Conwy Innovation Intensity: 6.44%
Cornwall Innovation Intensity: 5.44%
Cotswold Innovation Intensity: 7.12%
County Durham Innovation Intensity: 6.14%
Coventry Innovation Intensity: 8.47%
Crawley Innovation Intensity: 8.21%
Croydon Innovation Intensity: 7.76%
Cumberland Innovation Intensity: 5.11%
Dacorum Innovation Intensity: 8.88%
Darlington Innovation Intensity: 6.4%
Dartford Innovation Intensity: 7.32%
Denbighshire Innovation Intensity: 5.9%
Derby Innovation Intensity: 8.28%
Derbyshire Dales Innovation Intensity: 4.79%
Derry City and Strabane Innovation Intensity: 5.86%
Doncaster Innovation Intensity: 5.73%
Dorset Innovation Intensity: 6.95%
Dover Innovation Intensity: 6.66%
Dudley Innovation Intensity: 5.32%
Dumfries and Galloway Innovation Intensity: 4.18%
Dundee City Innovation Intensity: 6.68%
Ealing Innovation Intensity: 7.42%
East Ayrshire Innovation Intensity: 6.85%
East Cambridgeshire Innovation Intensity: 7.35%
East Devon Innovation Intensity: 6.52%
East Dunbartonshire Innovation Intensity: 4.53%
East Hampshire Innovation Intensity: 7.36%
East Hertfordshire Innovation Intensity: 7.78%
East Lindsey Innovation Intensity: 4.65%
East Lothian Innovation Intensity: 6.2%
East Renfrewshire Innovation Intensity: 6.26%
East Riding of Yorkshire Innovation Intensity: 5.91%
East Staffordshire Innovation Intensity: 5.03%
East Suffolk Innovation Intensity: 5.23%
Eastbourne Innovation Intensity: 6.08%
Eastleigh Innovation Intensity: 6.66%
Elmbridge Innovation Intensity: 9.35%
Enfield Innovation Intensity: 8.02%
Epping Forest Innovation Intensity: 5.92%
Epsom and Ewell Innovation Intensity: 7.6%
Erewash Innovation Intensity: 6.78%
Exeter Innovation Intensity: 7.11%
Falkirk Innovation Intensity: 4.78%
Fareham Innovation Intensity: 7.17%
Fenland Innovation Intensity: 4.46%
Fermanagh and Omagh Innovation Intensity: 4.12%
Fife Innovation Intensity: 6.14%
Flintshire Innovation Intensity: 5.61%
Folkestone and Hythe Innovation Intensity: 6.5%
Forest of Dean Innovation Intensity: 5.35%
Fylde Innovation Intensity: 8.54%
Gateshead Innovation Intensity: 7.27%
Gedling Innovation Intensity: 5.29%
Glasgow City Innovation Intensity: 9.76%
Gloucester Innovation Intensity: 6.74%
Gosport Innovation Intensity: 6.3%
Gravesham Innovation Intensity: 5.47%
Great Yarmouth Innovation Intensity: 4.41%
Greenwich Innovation Intensity: 8.61%
Guildford Innovation Intensity: 10.37%
Gwynedd Innovation Intensity: 5.06%
Hackney Innovation Intensity: 15.1%
Halton Innovation Intensity: 7.81%
Hammersmith and Fulham Innovation Intensity: 11.96%
Harborough Innovation Intensity: 6.37%
Haringey Innovation Intensity: 8.83%
Harlow Innovation Intensity: 6.71%
Harrow Innovation Intensity: 8.55%
Hart Innovation Intensity: 9.52%
Hartlepool Innovation Intensity: 6.04%
Hastings Innovation Intensity: 7.45%
Havant Innovation Intensity: 6.45%
Havering Innovation Intensity: 6.3%
Herefordshire, County of Innovation Intensity: 6.35%
Hertsmere Innovation Intensity: 8.52%
High Peak Innovation Intensity: 5.63%
Highland Innovation Intensity: 4.58%
Hillingdon Innovation Intensity: 8.46%
Hinckley and Bosworth Innovation Intensity: 6.03%
Horsham Innovation Intensity: 7.39%
Hounslow Innovation Intensity: 9.43%
Huntingdonshire Innovation Intensity: 7.19%
Hyndburn Innovation Intensity: 4.5%
Inverclyde Innovation Intensity: 6.46%
Ipswich Innovation Intensity: 7.42%
Isle of Anglesey Innovation Intensity: 4.58%
Isle of Wight Innovation Intensity: 6.51%
Isles of Scilly Innovation Intensity: 4.88%
Islington Innovation Intensity: 14.35%
Kensington and Chelsea Innovation Intensity: 10.83%
King's Lynn and West Norfolk Innovation Intensity: 6.03%
Kingston upon Hull, City of Innovation Intensity: 4.68%
Kingston upon Thames Innovation Intensity: 10.32%
Kirklees Innovation Intensity: 5.74%
Knowsley Innovation Intensity: 5.03%
Lambeth Innovation Intensity: 10.88%
Lancaster Innovation Intensity: 5.47%
Leeds Innovation Intensity: 7.41%
Leicester Innovation Intensity: 7.16%
Lewes Innovation Intensity: 6.38%
Lewisham Innovation Intensity: 8.95%
Lichfield Innovation Intensity: 7.82%
Lincoln Innovation Intensity: 6.73%
Lisburn and Castlereagh Innovation Intensity: 5.54%
Liverpool Innovation Intensity: 7.95%
Luton Innovation Intensity: 7.34%
Maidstone Innovation Intensity: 6.85%
Maldon Innovation Intensity: 5.49%
Malvern Hills Innovation Intensity: 6.97%
Manchester Innovation Intensity: 10.34%
Mansfield Innovation Intensity: 6.09%
Medway Innovation Intensity: 5.87%
Melton Innovation Intensity: 6.1%
Merthyr Tydfil Innovation Intensity: 6.28%
Merton Innovation Intensity: 9.7%
Mid Devon Innovation Intensity: 4.99%
Mid Suffolk Innovation Intensity: 5.57%
Mid Sussex Innovation Intensity: 7.52%
Mid Ulster Innovation Intensity: 3.1%
Mid and East Antrim Innovation Intensity: 5.05%
Middlesbrough Innovation Intensity: 6.23%
Midlothian Innovation Intensity: 5.68%
Milton Keynes Innovation Intensity: 10%
Mole Valley Innovation Intensity: 8.78%
Monmouthshire Innovation Intensity: 7.06%
Moray Innovation Intensity: 5.23%
Na h-Eileanan Siar Innovation Intensity: 7.4%
Neath Port Talbot Innovation Intensity: 5.91%
New Forest Innovation Intensity: 6.61%
Newark and Sherwood Innovation Intensity: 7.26%
Newcastle upon Tyne Innovation Intensity: 8.71%
Newcastle-under-Lyme Innovation Intensity: 6.81%
Newham Innovation Intensity: 8.42%
Newport Innovation Intensity: 7.63%
Newry, Mourne and Down Innovation Intensity: 5.44%
North Ayrshire Innovation Intensity: 5.18%
North Devon Innovation Intensity: 5.65%
North East Derbyshire Innovation Intensity: 5.39%
North East Lincolnshire Innovation Intensity: 4.63%
North Hertfordshire Innovation Intensity: 7.62%
North Kesteven Innovation Intensity: 5.33%
North Lanarkshire Innovation Intensity: 4.97%
North Lincolnshire Innovation Intensity: 4.54%
North Norfolk Innovation Intensity: 5.11%
North Northamptonshire Innovation Intensity: 5.51%
North Somerset Innovation Intensity: 6.4%
North Tyneside Innovation Intensity: 7.18%
North Warwickshire Innovation Intensity: 5.63%
North West Leicestershire Innovation Intensity: 6.28%
North Yorkshire Innovation Intensity: 5.91%
Northumberland Innovation Intensity: 6.23%
Norwich Innovation Intensity: 8.88%
Nottingham Innovation Intensity: 9.16%
Nuneaton and Bedworth Innovation Intensity: 4.69%
Oadby and Wigston Innovation Intensity: 4.58%
Oldham Innovation Intensity: 5.95%
Orkney Islands Innovation Intensity: 6.6%
Oxford Innovation Intensity: 14.95%
Pembrokeshire Innovation Intensity: 4.7%
Pendle Innovation Intensity: 5.34%
Perth and Kinross Innovation Intensity: 4.78%
Peterborough Innovation Intensity: 7.36%
Plymouth Innovation Intensity: 5.5%
Portsmouth Innovation Intensity: 6.33%
Powys Innovation Intensity: 5.79%
Preston Innovation Intensity: 6.93%
Reading Innovation Intensity: 14.98%
Redbridge Innovation Intensity: 8.07%
Redcar and Cleveland Innovation Intensity: 5.34%
Redditch Innovation Intensity: 5.71%
Reigate and Banstead Innovation Intensity: 8.54%
Renfrewshire Innovation Intensity: 6.06%
Rhondda Cynon Taf Innovation Intensity: 6.49%
Ribble Valley Innovation Intensity: 5.37%
Richmond upon Thames Innovation Intensity: 9.51%
Rochdale Innovation Intensity: 5.19%
Rochford Innovation Intensity: 6.13%
Rossendale Innovation Intensity: 4.47%
Rother Innovation Intensity: 6.75%
Rotherham Innovation Intensity: 6.25%
Rugby Innovation Intensity: 7.78%
Runnymede Innovation Intensity: 8.24%
Rushcliffe Innovation Intensity: 8.49%
Rushmoor Innovation Intensity: 10.79%
Rutland Innovation Intensity: 5.87%
Salford Innovation Intensity: 9.44%
Sandwell Innovation Intensity: 4.76%
Scottish Borders Innovation Intensity: 5.28%
Sefton Innovation Intensity: 6.83%
Sevenoaks Innovation Intensity: 6.57%
Sheffield Innovation Intensity: 7.94%
Shetland Islands Innovation Intensity: 5.22%
Shropshire Innovation Intensity: 5.65%
Slough Innovation Intensity: 10.94%
Solihull Innovation Intensity: 7.5%
Somerset Innovation Intensity: 6.29%
South Ayrshire Innovation Intensity: 5.47%
South Cambridgeshire Innovation Intensity: 13.61%
South Derbyshire Innovation Intensity: 6.04%
South Gloucestershire Innovation Intensity: 8.08%
South Hams Innovation Intensity: 5.86%
South Holland Innovation Intensity: 4.99%
South Kesteven Innovation Intensity: 6.2%
South Lanarkshire Innovation Intensity: 4.9%
South Norfolk Innovation Intensity: 6.43%
South Oxfordshire Innovation Intensity: 9.61%
South Ribble Innovation Intensity: 5.64%
South Staffordshire Innovation Intensity: 4.63%
South Tyneside Innovation Intensity: 6.14%
Southampton Innovation Intensity: 7.04%
Southend-on-Sea Innovation Intensity: 6.09%
Southwark Innovation Intensity: 14.03%
Spelthorne Innovation Intensity: 8.47%
St Albans Innovation Intensity: 8.88%
St. Helens Innovation Intensity: 4.57%
Stafford Innovation Intensity: 7.51%
Staffordshire Moorlands Innovation Intensity: 5.39%
Stevenage Innovation Intensity: 8.65%
Stirling Innovation Intensity: 5.61%
Stockport Innovation Intensity: 7.37%
Stockton-on-Tees Innovation Intensity: 6.62%
Stoke-on-Trent Innovation Intensity: 5.41%
Stratford-on-Avon Innovation Intensity: 8.4%
Stroud Innovation Intensity: 8.19%
Sunderland Innovation Intensity: 6.27%
Surrey Heath Innovation Intensity: 9.43%
Sutton Innovation Intensity: 8.67%
Swale Innovation Intensity: 5.26%
Swansea Innovation Intensity: 6.93%
Swindon Innovation Intensity: 8.87%
Tameside Innovation Intensity: 4.58%
Tamworth Innovation Intensity: 6.1%
Tandridge Innovation Intensity: 6.67%
Teignbridge Innovation Intensity: 6.39%
Telford and Wrekin Innovation Intensity: 6.68%
Tendring Innovation Intensity: 5.19%
Test Valley Innovation Intensity: 7.55%
Tewkesbury Innovation Intensity: 7.84%
Thanet Innovation Intensity: 6.09%
Three Rivers Innovation Intensity: 8.26%
Thurrock Innovation Intensity: 5.35%
Tonbridge and Malling Innovation Intensity: 6.88%
Torbay Innovation Intensity: 3.88%
Torfaen Innovation Intensity: 5.05%
Torridge Innovation Intensity: 3.95%
Tower Hamlets Innovation Intensity: 15.11%
Trafford Innovation Intensity: 9.31%
Tunbridge Wells Innovation Intensity: 8.53%
Uttlesford Innovation Intensity: 7.88%
Vale of Glamorgan Innovation Intensity: 6.08%
Vale of White Horse Innovation Intensity: 11.38%
Wakefield Innovation Intensity: 5.79%
Walsall Innovation Intensity: 4.85%
Waltham Forest Innovation Intensity: 7.22%
Wandsworth Innovation Intensity: 8.89%
Warrington Innovation Intensity: 9.56%
Warwick Innovation Intensity: 9.88%
Watford Innovation Intensity: 11.22%
Waverley Innovation Intensity: 8.92%
Wealden Innovation Intensity: 6.86%
Welwyn Hatfield Innovation Intensity: 8.37%
West Berkshire Innovation Intensity: 9.52%
West Devon Innovation Intensity: 5.8%
West Dunbartonshire Innovation Intensity: 4.21%
West Lancashire Innovation Intensity: 4.42%
West Lindsey Innovation Intensity: 5.12%
West Lothian Innovation Intensity: 6.39%
West Northamptonshire Innovation Intensity: 7.11%
West Oxfordshire Innovation Intensity: 8.71%
West Suffolk Innovation Intensity: 8.55%
Westminster Innovation Intensity: 16.32%
Westmorland and Furness Innovation Intensity: 5.95%
Wigan Innovation Intensity: 5.26%
Wiltshire Innovation Intensity: 7.5%
Winchester Innovation Intensity: 9.18%
Windsor and Maidenhead Innovation Intensity: 10.08%
Wirral Innovation Intensity: 6.52%
Woking Innovation Intensity: 9.66%
Wokingham Innovation Intensity: 10.39%
Wolverhampton Innovation Intensity: 6.82%
Worcester Innovation Intensity: 9.42%
Worthing Innovation Intensity: 8.12%
Wrexham Innovation Intensity: 5.37%
Wychavon Innovation Intensity: 6.92%
Wyre Innovation Intensity: 4.55%
Wyre Forest Innovation Intensity: 5.43%
York Innovation Intensity: 7.94%
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Notes: Innovation intensity refers to the percentage of digital companies that are likely to be innovative.
Percentage of innovative companies by combined authority/growth region (registered address), all sectors (2025)
Notes: Innovation intensity refers to the percentage of digital companies that are likely to be innovative.
About this data
Identifying innovative companies through official statistics can be difficult. For instance, while data on business R&D spending exists, it is often available only at a highly aggregated level, making it hard to pinpoint specific innovative firms.
To address this, The Data City has developed an Innovation Score , which offers insight into the regional distribution of companies likely to be investing in R&D. The score is generated using a machine learning model trained on businesses known to be investing in R&D. This model identifies other companies that use similar language patterns, suggesting they are also likely to be R&D-intensive and innovative.
The analysis relies on website text from companies to find these language patterns. To calculate the percentage of innovative businesses in a region, we divide the number of identified innovative companies by the total number of businesses registered in the area with a website. We believe that businesses with a website represent a significant proportion of the economically active companies, providing a reliable indicator of innovation activity.
The model identifies whether a company appears to be innovative, and not the degree of innovation that a company has. We perform this analysis using a company's registered address and we acknowledge that companies may have multiple operating addresses, and their innovation activity may vary across their locations.
Since last year we have improved the method behind our innovation score, which makes our latest data more refined, but harder to compare with older figures. In future updates, we aim to make year-on-year comparisons possible.