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)

3% or more
2%
1%
0%
Hexmap 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%
Source: The Data City
Layout: Local Authority Districts 2023 Open Innovations (MIT)
License: CC BY-SA 4.0

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)

15% or more
10%
5%
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%
Source: The Data City
Layout: Local Authority Districts 2023 Open Innovations (MIT)
License: CC BY-SA 4.0

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)

10%
5%
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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.