The Scottish Government presented India as a £3 billion opportunity for Scottish businesses. Its own central model tells a more complicated story. Technology and digital services make up £1.994 billion of the £3.20 billion scenario, and the methodology assumes 90 per cent of that trade runs from India into Scotland. That is about £1.795 billion, roughly 56 per cent of the entire model, before any India-to-Scotland trade in the other sectors is counted. The trade agreement that changed the market was negotiated by the UK Government. Scotland could press its interests, but it could not set the terms.
The Scottish Government’s £3 billion India opportunity is not primarily a forecast of £3 billion in new Scottish exports.
That is now clear from the methodology beneath the Scotland–India Strategic Market Insight Report and from a subsequent written response supplied to Modern Scot by the Scottish Government.
The report’s central scenario puts annual bilateral activity across four selected sectors at approximately £3.20 billion by 2030. It begins from an estimated existing baseline of about £1.97 billion. The figure includes trade already taking place, future growth and trade moving in both directions between Scotland and India.
Its largest component is technology and digital services. The central scenario assigns £1.994 billion to that sector. The methodology then assumes that approximately 90 per cent of the technology flow is from India to Scotland and 10 per cent from Scotland to India.
On those assumptions, approximately £1.795 billion of the central technology figure is trade flowing from India into Scotland. That alone accounts for about 56 per cent of the entire £3.20 billion central model. The calculation does not include any India-to-Scotland activity contained within energy, life sciences or food and drink.
The largest part of the £3 billion opportunity promoted to Scottish businesses is therefore not Scottish technology being sold into India. It is predominantly Indian technology and digital services being supplied into Scotland. The potential reach of that inward trade is wider than conventional IT outsourcing. The UK–India procurement agreement specifically covers computer and related services as well as telecommunications, and Scotland’s implementing rules give qualifying Indian suppliers the same equal-treatment rights as Scottish suppliers when bidding for covered public contracts.
In practical terms, Indian technology companies can compete for qualifying Scottish public-sector IT work on the same treatment basis as Scottish firms, subject to the agreement’s coverage and procurement thresholds. The Scotland–India report itself identifies artificial intelligence, data science, future telecommunications, cybersecurity and digital infrastructure as areas for collaboration, naming Indian technology companies, global capability centres and cloud providers among the potential participants. Scotland is simultaneously pursuing a major expansion of its own AI, computing and data-centre infrastructure. The published methodology does not establish that the projected India-to-Scotland technology flow will supply particular data centres or win particular public contracts, but the route now exists: Indian cloud, AI, telecommunications and computer-services companies are being identified as potential partners while qualifying Indian suppliers have treaty-backed access to compete for covered Scottish public-sector technology contracts on the same terms as Scottish suppliers.
The methodology assumes approximately 90 per cent of the modelled technology trade flows from India into Scotland and 10 per cent from Scotland into India. Applied to the central £1.994 billion technology figure, that is roughly £1.8 billion flowing from India into Scotland and about £200 million moving in the other direction. The Scottish Government has also confirmed that the £3.2 billion central scenario includes existing activity and should not be interpreted as £3.2 billion of additional Scottish exports.
The methodology is also explicit about the uncertainty beneath the technology number. There is no complete official statistical series measuring Scotland–India digital-services trade at the required level. UKIBC therefore applies an estimated 7.5 per cent Scottish share to wider UK–India information technology, business-process-management and telecommunications services trade. It describes that share as a judgement-based scaling factor rather than an official statistic.
The report was published on 30 July, two weeks after the UK–India Comprehensive Economic and Trade Agreement entered into force. The Scottish Government announcement carrying it was headed “£3 billion opportunity for Scottish businesses”.
The agreement behind the new trading environment was not negotiated by the Scottish Government.
Scotland Was Not at the Negotiating Table
International relations and the regulation of international trade are reserved under the Scotland Act 1998. Scottish ministers can advocate for Scottish industries, provide information to UK negotiators and implement international obligations in devolved areas. Scotland cannot negotiate its own tariff schedule with India or reject a UK trade agreement after assessing its effect on Scottish industries.
The constitutional limit surfaced in unusually direct terms at Holyrood in February.
During scrutiny of regulations needed to implement the India agreement in Scottish public procurement, Gordon MacDonald MSP asked Public Finance Minister Ivan McKee whether India’s large textile industry could expose Scottish textile and apparel businesses to lost market share.
McKee acknowledged UK Government modelling showing a 0.7 per cent effect on the sector’s gross value added, while arguing that the agreement also offered substantial export opportunities.
Later in the same evidence session, McKee described the position beneath those competing effects: “we were not in the room” when the negotiations took place.
Asked by Stephen Kerr MSP what assessment had been made of additional competition facing Scottish SMEs for public contracts, McKee said there was nothing specific at that stage. He subsequently told the committee that Scotland had not negotiated the agreement and had found out what was in it only at the end of the process.
The Scottish Government’s formal policy note on the procurement regulations records the position still more plainly. The measure was “purely consequential” on the UK–India agreement. There had been no consultation on the Scottish instrument because the international obligation had to be implemented. The policy note states that the Scottish Government had “no substantive discretion in the matter”.
Qualifying Indian suppliers are consequently entitled to the same treatment as UK suppliers for relevant Scottish public contracts covered by the agreement. Scottish suppliers obtain reciprocal access to covered Indian procurement.
This does not mean Scottish contracts will automatically move to Indian companies. Before implementation, Indian participation in Scottish public procurement was small. Scottish procurement law also retains sustainable procurement requirements and provisions intended to support SMEs and community benefit.
It means that Westminster negotiated an international obligation which altered the competitive field within a devolved Scottish procurement system, and Holyrood was required to implement it.
The Sector Westminster’s Own Model Says Faces the Greatest Pressure
The clearest goods-sector exposure identified by the UK Government is textiles, apparel and leather.
The final UK impact assessment estimates that Indian imports into that sector will increase by approximately £2.9 billion in the long run, about 85 per cent above the modelled level without the agreement. The assessment says some of those imports will replace goods previously bought from other countries. It also says the increase represents additional competition from India.
The same model estimates that UK textile, apparel and leather GVA will be approximately £114 million lower than it would have been without the agreement, a relative reduction of about 0.7 per cent. Of the 23 sectors in the UK model, textiles, apparel and leather show the largest projected reduction.
The model does not predict the disappearance of the sector. It expects it to continue growing over the long term, but to reach a lower level than it would have reached without the agreement.
In Scotland, that category represents 582 textile, clothing and leather business units, approximately 7,400 jobs, £886.2 million in annual turnover and £340.7 million in gross value added in the latest detailed Scottish Annual Business Statistics.
The industry was already contracting before the new agreement arrived. Scottish Government economic analysis found that output from textiles, clothing and leather manufacturing fell 17.5 per cent between the first quarter of 2022 and the second quarter of 2024, the largest fall among the manufacturing subsectors examined over that period.
Its economic geography also differs from that of a nationally distributed service industry. Scottish Government work on textiles has identified particular strength in luxury knitwear and a concentration of employment in parts of the Highlands and Islands and the south of Scotland. It has also recorded shortages of specialist workers and skills that can take years to develop.
That is where a national model encounters the physical economy.
The UK impact assessment assumes that labour and capital move away from sectors adversely affected by the agreement and towards sectors that gain more from increased exports. At national level, that reallocation helps produce a positive aggregate result.
A specialist mill, weaving business or cashmere workforce does not move between sectors as easily as capital and labour move inside an economic model. Equipment is located in particular places. Skills are held by particular people. Apprenticeships depend on employers continuing to train them. Supply chains can disappear after production has gone.
Those effects are not predictions of what will happen to Scotland’s textile industry. The agreement has been in force only since July. They are the economic mechanisms through which the UK Government’s own forecast of lower relative textile output would have to occur if the model proves accurate.
The Benefits Are Real. Their Distribution Is Another Question.
The India agreement also creates substantial opportunities for Scottish production.
India’s tariff on whisky fell from 150 per cent to 75 per cent when the agreement entered into force and is scheduled to fall to 40 per cent over ten years. Tariffs on salmon were eliminated. Machinery and equipment are among the strongest projected beneficiaries in the UK-wide model.
Scotch whisky is therefore a genuine Scottish industrial beneficiary. Distilling, maturation, warehousing, maltings, bottling, engineering, agriculture, tourism and logistics anchor substantial economic activity in Scotland.
That does not make every pound of additional Scotch sales equivalent to a pound of Scottish-owned wealth.
The ownership of major Scotch producers is mixed. Some important businesses remain Scottish or family controlled. Other large Scotch portfolios sit within multinational groups headquartered outside Scotland. Increased exports can therefore generate employment and supplier spending in Scotland while some of the ultimate corporate return accrues to owners elsewhere.
The textile ownership picture is also mixed. Scotland contains locally controlled manufacturers as well as textile businesses owned by groups elsewhere. The evidence does not support a simple claim that one industry is Scottish-owned and another is foreign-owned.
What can be measured more broadly is the degree to which Scotland’s economy is already dependent on externally controlled companies. Scottish Government statistics show that businesses ultimately based outside Scotland accounted for only 3.6 per cent of registered private-sector businesses in March 2025 but 35.9 per cent of employment and 54.6 per cent of turnover.
That is why gross economic output, corporate ownership and retained wealth should not be treated as interchangeable.
The £190 Million Gain Is a Modelled National Total
The UK Government estimates that Scotland’s GVA could eventually be approximately £190 million a year higher because of the agreement, around 0.12 per cent above its modelled no-agreement baseline.
That is the principal evidence for an overall Scottish economic gain. It belongs in any complete account of the agreement.
The impact assessment also states that it is measuring the marginal effect of the agreement rather than forecasting the future economy as a whole. Long-run trade modelling carries uncertainty. The Scotland figure is an aggregate estimate, not £190 million that will be paid to Scottish businesses or households.
It does not identify who owns the additional activity, where within Scotland it occurs, how much becomes wages, how much becomes supplier spending, how much becomes retained corporate profit or whether communities exposed to stronger competition share in the industries receiving the gains.
The model can therefore produce a positive number for Scotland while simultaneously producing a negative relative result for textiles. Growth in whisky or machinery can outweigh lower output elsewhere without transferring any of that gain to the workers, businesses or towns carrying the loss.
What the £3 Billion Headline Actually Contains
The Scottish Government’s own India report adds another layer to the question of distribution.
Its central 2030 scenario is approximately £3.20 billion. The subsequent response to Modern Scot says the four sectors begin from an estimated FY2025 baseline of approximately £1.97 billion: £1.238 billion in technology and digital services, £265 million in energy, £210 million in life sciences and approximately £256.6 million across whisky and seafood.
The difference between that baseline and the £3.20 billion central scenario is about £1.23 billion. The £3.20 billion headline is therefore not £3.20 billion of additional business generated from zero.
Nor is it an estimate of £3.20 billion in additional Scottish exports caused by the trade agreement. The Scottish Government’s response explicitly says the earlier estimate of around £120 million in additional Scottish exports from a UK–India agreement measures something different.
The £3.20 billion figure is a scenario for annual bilateral activity across selected sectors. It combines existing trade and projected growth, exports and imports, goods and services, and several levels of estimated or proxy-based data.
The technology component determines the direction of the overall number.
At £1.994 billion, technology and digital services comprise about 62 per cent of the central scenario. With 90 per cent assumed to flow India-to-Scotland, the model allocates approximately £1.795 billion to Indian technology services entering Scotland.
That is approximately 56 per cent of the entire £3.20 billion central scenario.
It means that even if every pound in the other three sectors were flowing from Scotland to India (which the methodology does not claim) more than half of the total would still be India-to-Scotland trade because of the technology component alone.
The strongest evidence that the £3 billion opportunity is predominantly inward is therefore not an estimate of containers of Indian goods arriving in Scotland. It is the report’s own services model.
Physical goods matter separately. Westminster’s impact assessment forecasts total UK imports from India rising by 25 per cent in the long run, equivalent to £9.8 billion against its 2040 baseline, with textiles, apparel and leather showing an 85 per cent increase and the clearest modelled competitive pressure.
Those are two different sets of numbers produced for two different purposes. Together they show why the direction of trade cannot be omitted from the story.
A Trade Bargain Scotland Could Not Make for Itself
The UK Government negotiated an agreement intended to increase trade in both directions. Its own modelling says the UK economy will gain overall, Scotland included. Indian consumers obtain greater access to Scotch whisky, seafood, machinery and other British products. British consumers and businesses obtain greater access to Indian clothing, manufactured goods, technology and services.
The question for Scotland is not whether every inward trade flow is harmful or every outward trade flow beneficial. Economies use imports as well as exports. Competition can reduce prices and improve productivity. Export access can sustain jobs and investment.
The question is who had authority to decide the balance.
Scotland has responsibility for economic development, skills, enterprise support and much of public procurement. It supports the industries that may gain from India and the industries that may face stronger competition.
It did not negotiate the tariff bargain that determined how much access Indian producers would receive to the UK market in exchange for access granted to British producers in India.
When the consequences reach a Scottish industry, Holyrood can respond through the powers it possesses. It can support productivity, training, investment and exports. It can monitor procurement and seek UK trade remedies where the legal tests are met. It cannot independently restore a tariff Westminster agreed to remove.
The long-term test of the agreement in Scotland will therefore not be contained in one national GVA figure.
It will appear in export orders and import volumes, but also in which businesses remain viable, which towns retain manufacturing employment, which apprenticeships continue, which companies win public contracts, where profits are retained and whether specialist industrial capacity survives periods of stronger competition.
The Scottish Government called India a £3 billion opportunity.
Its own model shows that more than half of the central figure is already accounted for by one inward flow: Indian technology and digital services supplied into Scotland.
The UK Government’s separate modelling shows that greater inward trade in physical goods also brings identifiable competitive pressure, most clearly in textiles.
Both can coexist with increased Scottish exports and a modelled national gain.
What Scotland could not do was decide the trade-off for itself.
Sources
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https://www.gov.uk/government/publications/uk-india-free-trade-agreement-impact-assessment
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Copy held by Modern Scot.
