Online retail is a prime arena for AI implementation, with a high degree of tech involvement and proximity to the point of sale

Generative AI’s near-term prospects are inflated by the hype cycle; instead, improvements to product discovery and logistics will be the next frontiers for growth and AI-driven efficiency

Retailers risk their reputations as they jostle for early mover advantage: larger players Amazon and Shopify through major investments, and SMEs with specialised data and licensing

Recent developments in AI have ignited a frenzy in the tech world and wider society. Though some predictions are closer to sci-fi, this new phase is a real advance.

We view AI as a ‘supercharger’, boosting productivity of workers. The impact is already being felt across media sectors, including advertising and publishing.

Firms thinking about using AI should assess which tasks can be augmented and what data is required. Be prepared for unpredictable outputs and a changing legal and tech landscape.

A combination of factors drove the worst quarter ever for big tech growth, though the secular shift online of the economy and society will continue.

Advertising demand is down, reflected in lower prices. Ads did better the closer they are to transactions, with variability by category.

Efficiencies and AI are the investor-soothing buzzwords going into 2023.

The amended Online Safety Bill contains sensibly scaled back provisions for “legal but harmful” content for adults, retaining the objectives of removing harms to children and giving users more choice. However, this comes at the expense of enhanced transparency from platforms.

News publishers have won further protections: their content will have a temporary ‘must-carry’ requirement pending review when flagged under the Bill’s content rules. Ofcom must keep track of how regulation affects the distribution of news.

The Bill could be further strengthened: private communications should be protected. Regulators will need to keep up with children’s changing habits, as they are spending more time on live, interactive social gaming.

YouTube’s tepid quarter signals a two-track online ad economy with advertisers protecting search spend as an essential cost of sales while cutting online display.

YouTube faces a challenge to strengthen its brand and direct response ad products while sacrificing some income to Shorts, its answer to competition from TikTok, which we estimate added three times as much ad revenue as YouTube in H1.

Beyond the short term, brands need to generate new demand, and that cannot be accomplished at the bottom of the funnel.

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The Glasgow Climate Pact agreed at COP26 sets out national pledges to achieve net zero and contain global warming to 1.8°C above its pre-industrial levels— COP27 will buttress pledges, now at risk from the energy crisis, and advance some nations to 2030.

The TMT sector is a leader on net zero in the private sector. Companies that measure their end-to-end carbon footprint throughout their supply chain—as many do in the UK’s TMT sector—can target their GHG emissions.

The TMT sector underpins the UK’s vibrant digital economy that enables hybrid work-from-home (WFH), which reduces fossil fuel use thus heading off both the energy crisis and the climate crisis.

The last lockdown caused service revenues to dip again to -7% in spite of some easing of roaming pressure and the annualisation of some early pandemic weakness.

The heralded, elevated in-contract price rises will fail to drive higher growth this year due to lower inflation—we estimate zero impact at BT/EE relative to 2020 and a reduction in revenue momentum of around 0.5ppts for each of the other operators.

The annualisation of the first lockdown is the most meaningful upside from here with a boost of around 5-7ppts possible. However, some pandemic upsides will also unwind, notably lower churn and enhanced B2B demand with the latter vulnerable to the end of furlough support and the economy.

Europe’s larger MNOs are falling over each other to demonstrate support for OpenRAN, which has become a primarily operator-driven standards initiative, with governments also firmly behind it.

This is driven by a desire to improve equipment interoperability from the current de facto monolithic standards, improve supplier diversity, and ultimately drive down cost.

While some movement towards interoperability is perhaps overdue, OpenRAN is not a panacea, and some trade-offs between price, performance, supplier diversity and reliability have to be accepted.

Service revenue declines stabilised at -7% this quarter with a myriad of factors at play: roaming worsening, the end of lockdown taking some pressure off, B2B a mixed bag, and the annualisation of cuts to intra-EU calls.

Ofcom’s second 5G auction will be a focus in January. We expect selective bidding, proceeds of up to £2.7bn, and some wrangling over spectrum trading.

The outlook is better from here as the drag from roaming eases, in-contract price rises step up from the spring, Carphone Warehouse diminishes as a factor in the market, and the prospect of consolidation is still on the table.

The slow recovery in UK mobile continued this quarter with a 1ppt improvement in service revenue trends.

In spite of operator guidance to the negative, the sector is likely to remain relatively resilient in the face of COVID-19 in the short term, with its various impacts affecting operators differently depending on their business mix.

The outlook is relatively robust with the impact of some regulatory initiatives muted by lockdown measures and the annualization of some financial drags from the middle of next quarter.