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Notícias do sector • 4 min ler

9 formas como a deteção de IA está a transformar o sector das frotas

Criado: 03/11/2025

Atualizado: 04/11/2025

A inteligência artificial (IA) redefiniu a forma como os profissionais de frotas abordam as operações diárias. As tecnologias modernas permitem aos gestores melhorar de forma mensurável a manutenção, a segurança e a conformidade dos seus veículos. À medida que as pressões regulamentares aumentam, as informações baseadas em IA serão mais críticas para obter uma vantagem decisiva. Aqui estão nove formas como a deteção de IA está a transformar a indústria das frotas.

1. Controlo do comportamento do condutor

A telemática avançada e os algoritmos de aprendizagem automática (ML) ajudam a detetar a IA nas frotas, monitorizando o comportamento dos condutores. Estes dispositivos analisam padrões em tempo real e assinalam comportamentos de condução arriscados, como excesso de velocidade e travagens bruscas. Os modelos de aprendizagem automática processam instantaneamente os dados dos sensores instalados nos veículos e identificam os desvios às normas de condução segura e às políticas da empresa.

Os condutores recebem feedback imediato no veículo, enquanto os gestores de frota recebem relatórios pormenorizados sobre as tendências. A riqueza de informações ajuda os supervisores a personalizar as sessões de formação e a encontrar áreas específicas de melhoria. As soluções telemáticas têm sido fundamentais para as frotas de todo o país porque [reduzem os acidentes e as lesões] (https://www.crowncommercial.gov.uk/agreements/RM6315) através de um melhor comportamento e de programas de formação.

2. Otimizar as rotas

Os algoritmos de IA são essenciais para analisar os dados de tráfego em tempo real, como os encerramentos de estradas e as condições meteorológicas. O congestionamento pode ser significativo, especialmente se as suas rotas passarem por Londres. Segundo um relatório da Inrix de 2024, os condutores [sofreram 101 horas de atrasos] (https://inrix.com/scorecard/) quando conduziam na capital. Os modelos de ML podem identificar rapidamente estrangulamentos e condições meteorológicas adversas para cumprir prazos de entrega críticos.

Os gestores de frotas beneficiam porque os seus condutores podem melhorar o desempenho em termos de pontualidade. A otimização das rotas significa que é mais provável que as entregas cheguem dentro dos prazos previstos. Além disso, melhora o comportamento dos condutores, que ficam menos tempo em ponto morto e percorrem menos quilómetros. As modernas tecnologias de IA detectam rapidamente encerramentos de estradas e alterações meteorológicas inesperadas para minimizar as perturbações.

3. Automatização dos relatórios de conformidade

A comunicação de acidentes costumava incluir registos e documentação manuais. No entanto, a IA pode reduzir as necessidades de mão de obra através da deteção e apresentação automática de relatórios de incidentes. Desde colisões a quase acidentes, estas tecnologias podem reconhecer potenciais incidentes. Os sensores recolhem informações relevantes no momento do evento para fornecer mais contexto. Circunstâncias invulgares, como a ativação de airbags, também podem fazer parte dos relatórios automáticos.

Uma vez concluída a deteção pela IA, o sistema compila as informações num relatório normalizado. Os registos manuais podem criar tarefas morosas, pelo que a IA pode automatizar estes processos e libertar pessoal. Os gestores de frotas e as seguradoras recebem o relatório, garantindo assim a conformidade e uma comunicação exacta. As tecnologias avançadas captam os dados relevantes e utilizam uma formatação coerente, para que todas as partes obtenham os pormenores essenciais.

4. Melhorar a manutenção preditiva

As avarias inesperadas dos veículos podem perturbar os horários e atrasar as entregas. A IA ajuda os gestores de frotas a detetar estes problemas antes de se tornarem problemas significativos. Desde a temperatura do motor à pressão do óleo, as caraterísticas são monitorizadas em tempo real. Os algoritmos avançados identificam anomalias subtis e alertam os operadores quando um componente está prestes a falhar.

Embora os intervalos de manutenção fixos possam ser benéficos, a IA permite-lhe ser mais proactivo e programar a manutenção com precisão. Os sensores de pressão dos pneus são um excelente exemplo, especialmente para as empresas de construção e de serviços públicos. Os especialistas afirmam que os compressores de ar [devem fornecer 25% mais CFM] (https://blog.hercrentals.com/air-compressors-and-tools/what-air-compressor-size-do-i-need/) do que o equipamento necessita para manter as melhores práticas. Estes sensores monitorizam continuamente a produção e detectam quedas graduais, assinalando sinais precoces de fugas.

5. Analisar o consumo de combustível

A deteção de IA nas frotas vai para além do estudo do comportamento dos condutores. A telemática e os sensores analisam os padrões de velocidade e aceleração para compreender melhor o consumo de combustível. Os sistemas monitorizam os seus veículos para detetar ralenti excessivo e percursos ineficientes que aumentam o consumo de gasolina ou gasóleo. A IA pode adaptar as recomendações aos condutores, oferecendo gamas de velocidade optimizadas ou necessidades de manutenção.

Os gestores de frotas beneficiam com a obtenção de dados agregados sobre o consumo e as despesas de combustível. Esta informação ajuda-os a tomar decisões mais informadas sobre a aquisição de veículos e o planeamento de rotas. Se os veículos mais antigos revelarem ineficiências, poderá ser altura de atualizar o lote. Os profissionais de logística devem comparar os veículos individuais com as normas da indústria para detetar valores atípicos.

6. Reduzir as emissões

Os objectivos ambientais do Reino Unido [incluem atingir emissões líquidas nulas] (https://commonslibrary.parliament.uk/research-briefings/cbp-9888/) até 2050. Por conseguinte, os gestores de frotas devem estar mais conscientes das normas mais rigorosas e do risco de coimas. A deteção de IA ajuda os veículos através de sensores e sistemas de diagnóstico a bordo, que recolhem dados durante as operações. Os algoritmos de aprendizagem automática identificam padrões e anomalias na informação e notificam as emissões excessivas.

A IA pode alertar os gestores de frotas e permitir uma manutenção proactiva se um veículo exceder os limites de emissões. Enquanto os humanos tomam medidas para reduzir os gases com efeito de estufa, a deteção de IA está a aumentar para ajudar a indústria dos transportes. Um estudo de 2025 afirmou que [a aprendizagem por reforço profundo maximiza a redução das emissões] (https://news.mit.edu/2025/eco-driving-measures-could-significantly-reduce-vehicle-emissions-0807) adaptando as capacidades de condução ecológica. Segundo os investigadores norte-americanos, a sua aplicação em 10% dos veículos permitiria reduzir as emissões de carbono até 50%.

7. Transição para veículos eléctricos

Outra forma de os gestores de frotas reduzirem as emissões é através da conversão de veículos eléctricos (VE). A propriedade de VE está a aumentar a nível nacional através de condutores privados e proprietários de frotas, uma vez que um relatório de 2025 [revelou um aumento anual de 38,9%] (https://www.smmt.co.uk/more-than-a-million-evs-on-uk-roads-as-vehicle-ownership-reaches-new-high/) a partir de 2023. A IA pode ajudar os profissionais de logística na transição, recomendando quando, onde e como eletrificar as suas frotas.

Os proprietários de veículos eléctricos pela primeira vez podem precisar de ajuda com as janelas de carregamento e as necessidades de infra-estruturas. Os sistemas alimentados por IA detectam quando e onde os automóveis eléctricos podem naturalmente alinhar-se com as janelas de carregamento. Por exemplo, podem recomendar as melhores alturas para carregar para reduzir as interrupções no horário. Alguns podem estar a ponderar a mudança para VE, pelo que os gestores de logística podem utilizar a IA para comparar dados de custos entre automóveis eléctricos e a gasolina.

8. Redução de custos

Embora o investimento em IA possa constituir um obstáculo, pode ser financeiramente vantajoso a longo prazo. Estas opções de software reduzem os custos ao minimizar o tempo de inatividade que atrasa as operações diárias. A deteção precoce de problemas pode levar a uma frota mais bem mantida, o que gera mais tempo de atividade e receitas. Os gestores de frotas também podem poupar dinheiro através de uma melhor otimização das rotas e da gestão do combustível.

A deteção de IA nas frotas é essencial para simplificar os processos administrativos. Estas tecnologias podem efetuar automaticamente verificações de conformidade e documentação de incidentes, reduzindo assim a necessidade de documentação manual. Os seus operadores podem concentrar-se mais no panorama geral e menos nas despesas administrativas. Se a monitorização ajudar os seus condutores, poderá reduzir o custo das reparações de veículos e das acções judiciais.

9. Rastreio de activos

O roubo de veículos e de carga [tem vindo a diminuir constantemente no Reino Unido] (https://www.ons.gov.uk/peoplepopulationandcommunity/crimeandjustice/datasets/crimeinenglandandwalesappendixtables), embora continue a ser uma preocupação importante. A deteção por IA oferece camadas de segurança adicionais ao reduzir a janela de oportunidade para os ladrões. As funcionalidades de localização de bens combinam as capacidades de GPS e telemática para monitorizar a localização em tempo real, essencial para as empresas que transportam bens de elevado valor.

Os gestores de frotas beneficiam de funcionalidades de delimitação geográfica, que lhes permitem definir limites virtuais. Se um camião ou carrinha sair destas zonas, os sistemas alimentados por IA assinalam automaticamente o evento e notificam os profissionais de logística. O algoritmo é suficientemente inteligente para compreender anomalias e protocolos de segurança. As anomalias podem acionar medidas de segurança como a desativação remota.

Aproveitamento da deteção de IA para custos e conformidade

A IA é uma ferramenta prática e revolucionária para os gestores de frotas. A análise avançada e a monitorização em tempo real permitem que os profissionais de logística conduzam a melhorias mensuráveis na segurança e no desempenho. Embora as tecnologias estejam a desenvolver-se, o futuro está aqui. A sua empresa deve estar disposta a investir em soluções baseadas em IA para reduzir os custos e minimizar os riscos.

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quarta-feira 10 dezembro 2025 • Notícias do sector

O ORÇAMENTO DO REINO UNIDO PARA 2025: O QUE SIGNIFICA PARA O SECTOR DOS TRANSPORTES

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The arrives at a difficult moment for the road transport sector. Operators are working against rising wages and operating costs, tight margins, ageing infrastructure and ongoing pressures around recruitment. At the same time, the shift towards cleaner mobility is accelerating, creating new expectations and increasing the need for long-term investment.The following article outlines what the Budget means for infrastructure, investment, workforce costs and the wider operating environment for haulage.For many years, fleets have been affected by deteriorating roads, weight restrictions on ageing bridges and the growing unpredictability of journey times. Government and industry data makes this clear. More than one in every ten miles of network in England and Wales is likely to require maintenance within the next year, according to reporting, and the backlogs for resurfacing work continue to rise. These issues lead to vehicle damage, driver fatigue, higher insurance costs and disrupted schedules. They also place additional pressure on operators already dealing with narrow margins.The new Budget acknowledges these concerns. One positive step is the substantial funding for strategic national projects, including almost £900 million allocated to the , which should reduce congestion, provide more reliable journey times and a safer driving environment for HGVs.Local authorities will also receive a share of and address the growing number of potholes. This could make a noticeable difference for fleets. Local roads carry the majority of domestic freight and serve as the first and last mile of nearly every delivery. Improving them should reduce wear and tear on vehicles as well as operational strain. These commitments will not fix decades of underinvestment immediately, but they represent an important shift towards a road network that is more resilient and better suited to the realities of modern logistics.The Budget also places more focus on skills. for under-25s working in small and medium-sized businesses could help attract new entrants into a profession that urgently needs them. The driver shortage is well documented. The UK must recruit around in order to stabilise supply chains, and across Europe the average age of professional drivers continues to climb. Only a small proportion of drivers are under 25, and training costs have been a barrier for many younger candidates.Providing funded apprenticeships makes logistics more accessible at a critical time. It also supports smaller operators, who often struggle to invest in training despite needing to expand their teams. The Budget introduces further support for investment, particularly around fleet renewal. Operators installing charging infrastructure can take advantage of a 100% first-year allowance until March 2027. This will help offset the upfront cost of electric HGVs and depot charging equipment.From January 2026, a new 40% first-year allowance will be available on many main-rate assets, including trucks – particularly useful where full expensing or the Annual Investment Allowance don’t apply, such as some leased fleets and unincorporated operators.While the Autumn Budget contains several positive measures, operators will also need to plan for increasing costs. Fuel duty will rise in stages between the end of August 2026 and March 2027. Fuel is already one of the largest expenses for operators, and the planned rises are likely to increase the emphasis on fuel efficiency, telematics, consolidated routing and fleet renewal.Vehicle Excise Duty (Road Tax) will be uprated in line with inflation from April 2026, including for HGVs. From April 2028, a new Electric Vehicle Excise Duty (eVED) will also apply a mileage-based charge to battery-electric and plug-in hybrid cars, on top of existing VED. Although eVED initially excludes electric vans and trucks, it signals a longer-term shift toward distance-based taxation that fleets will need to factor into future planning.The HGV Levy will also return to rising with inflation. Vehicles over twelve tonnes must pay the levy before using A roads or motorways, and the revised rate will add another cost that fleets must factor into forward planning.Larger, higher‑value properties are also likely to feel more pressure from business rates changes. The Budget confirms permanently lower business rates for retail, hospitality and leisure, funded in part by higher charges on the most expensive commercial premises. 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Taken together, these measures signal a Budget that attempts to balance fiscal constraints with long-term needs. The road ahead will still require careful planning and strategic investment, but there are genuine opportunities to strengthen the sector’s foundations and support a more resilient future for haulage.SNAP gives fleets practical tools to manage this shifting landscape, from parking access to data that supports compliance and operational decision-making. to discover how SNAP can help strengthen your fleet’s resilience in the months ahead.

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quinta-feira 28 agosto 2025 • Notícias do sector

AS FROTAS ESTÃO A MUDAR PARA A INTEGRAÇÃO DE VEÍCULOS AUTÓNOMOS?

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The buzz around self-driving cars isn’t as loud as it used to be, but it remains a constant noise in fleet managers’ ears. The United Kingdom government has moved autonomous vehicle integration pilot plans to 2026, renewing interest in the technology. Will decision-makers ignore the noise or embrace early adoption?Autonomous vehicle integration involves embedding self-driving technologies like artificial intelligence, light detection and ranging (LiDAR), and high-definition cameras into commercial fleets. On a broader scale, it entails introducing self-driving cars into existing public transportation systems.Driver assistance systems include collision avoidance, automatic speed adjustment, lane-centring, adaptive cruise control and intelligent ride-hailing. Partial and conditional automation leverage more advanced technologies to enable hands-free operation under certain circumstances.Level 4 and 5 automation are top priorities for automakers but challenging to implement in practice because engineers must account for countless edge cases. Even with advanced AI, perfecting parking and preventing collisions can be difficult. What if the pavement markings are barely visible or a child runs into the road? Adoption hinges on the car’s reaction.According to the Centre for Connected & Autonomous Vehicles, transport secretary Heidi Alexander confirmed the U.K. government will accelerate self-driving commercial pilot plans and aim for Spring 2026. The move could and add £42 billion to the U.K. economy by 2035.The country’s new automated vehicle legislation is among the most robust worldwide, laying the groundwork for widespread commercial adoption. Technological maturity is the only remaining hurdle.In an interview with McKinsey & Company, Sascha Meyer — the CEO of German automotive technology company MOIA — said predicting autonomous vehicle integration timelines has been challenging. In 2016, her enterprise MOIA throughout Europe by 2021.Since then, Meyer has realised adoption entails designing an entire ecosystem, not just driving functions. The new timeline sees self-driving cars in European cities by 2030 at the earliest. The engineers at MOIA are designing the prototype to exceed mandated redundancies. This way, they will be ready to operate commercially once the relevant legislation passes.Delivery, taxi, utility, and commercial fleets are seeing an uptick in driver assistance systems and intelligent automation. However, the penetration rate remains relatively low, especially considering how long the technology has existed. What are their plans for autonomy?Increased efficiency is among the main reasons fleet managers are embracing automation. Unlike humans, driverless vans can operate around the clock. With telematics systems, they can optimise driving and minimise idle time to improve fuel efficiency and expedite trips.AI is immune to human error, eliminating harsh braking and distracted driving. It cannot become fatigued and does not have blind spots. These improvements could help reduce road collisions and car accidents, which can mitigate costly workers’ compensation claims and potentially lower insurance costs.Cost savings are another contributing factor. At Level 4 and 5, owners can optimise labour expenses and compensate for driver shortages. Moreover, electric driverless cars with vehicle-to-grid capacity can over 30 years, helping offset the upfront investment.Aside from waiting for driverless technology to mature, fleet owners are delaying adoption due to high upfront costs. 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quinta-feira 31 julho 2025 • Notícias do sector

COMO A VAGA DE CALOR NA EUROPA ESTÁ A AFECTAR A MOBILIDADE: COMO SE ANTECIPAR

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Europe’s roads are baking – and the heat is only rising. Across the continent, July 2025 delivered record-breaking temperatures, infrastructure failures and transport disruption on an unprecedented scale. For fleet operators and professional drivers, the challenge is no longer theoretical. Extreme heat is here and it’s reshaping the mobility landscape in real time.Much has been written about the health impacts and climate signals of this year’s heatwave. But far less attention has been paid to how it’s affecting logistics, freight networks and the people who keep goods moving across borders. This article explores how heatwaves are disrupting Europe’s road transport sector – from melting tarmac and cracked motorways to wildfires, driver safety concerns and delivery delays – and offers practical advice to help fleets stay operational, resilient and one step ahead.According to the , Europe regularly experiences extreme heat, with temperatures well above seasonal norms. In the first week of July 2025, Germany recorded , while Spain and Portugal faced temperatures exceeding 46°C during the month. Europe, as a whole, is warming at roughly .These conditions are not just uncomfortable – they’re operationally disruptive. Research cited by Logistics Business shows that heatwaves are a growing risk factor for freight operations, reducing driver welfare, damaging cargo and delaying deliveries.As a result, temperature-sensitive cargo such as food, pharmaceuticals and electronics are becoming harder to move safely. Operators are seeing rising spoilage rates and late delivery penalties. The situation is especially complex in areas where power grids are stretched by increased cooling demand, reducing cold chain reliability.One of the clearest signs of heat’s toll on mobility came in early July, when parts of Germany’s autobahn network began to crack under the pressure of thermal expansion. Sections of the A1, A9 and A10 motorways, amongst others, were closed for urgent repairs as – a direct consequence of the country’s prolonged heatwave.As ground temperatures rise and vegetation dries out, wildfires are also becoming a regular – and dangerous – feature of European summers. According to Wikipedia’s 2025 European heatwave summary, wildfires have broken out across southern Spain, Germany and Greece, prompting mass evacuations and the temporary closure of major roadways and border crossings.In June 2025, the due to wildfires, while fires closed several in France. These closures don’t just create traffic chaos – they mean that HGVs have to reroute, often through narrow, unsuitable roads that can extend journey times by hours.In addition, smoke reduces visibility for drivers and poses health risks, especially for those spending long hours in-cab with inadequate air filtration. And in many areas, emergency services are stretched, meaning delays in clearing affected roads or managing diversions.The risks to infrastructure are accompanied by risks to people. Professional drivers are particularly vulnerable to heat stress, dehydration and fatigue. SNAP’s for drivers outlines the dangers of overheating cabs, the strain of long hours in high temperatures, and the importance of cooling systems and rest.Many roadside facilities in southern and eastern Europe remain poorly equipped to support driver wellbeing during heatwaves. Air-conditioned rest stops, shaded parking and reliable water access are not guaranteed – making SNAP’s more important than ever.“This summer’s heatwave is a wake-up call,” says Raquel Martinez, European Sales Manager at SNAP. “Europe’s transport systems were designed for a cooler climate. But we’re not going back. Fleets that adapt now – with the right tools, the right rest strategies, and the right technology – will be the ones that thrive.”In response to the heat, several countries have introduced or extended heat-triggered truck bans. As , Bulgaria and Hungary enforced daytime HGV restrictions when temperatures soared in July 2025. Restrictions also applied to heavy vehicles on certain vulnerable roads during specified periods. In addition, national holiday-related truck bans in Germany, France, Poland and Italy are compounding summer congestion. Full details can be found at Trafficban.com, which lists regional and time-based restrictions across the continent.For drivers and planners, these bans create a patchwork of compliance zones and timing limitations that require careful navigation and up-to-date planning tools.With the increasing risks posed by extreme heat, insurers are starting to reassess their exposure. That’s likely to affect premiums across the board. Goods-in-transit cover is under pressure, particularly for temperature-sensitive loads, with more claims arising from spoilage and missed delivery deadlines. Vehicle insurance costs may also rise as claims for heat-related breakdowns and accidents increase. Meanwhile, there’s growing scrutiny around employers’ liability, especially if drivers or staff suffer heat-related health issues due to inadequate welfare provisions. Together, these trends could mean higher premiums and tougher renewal conversations for operators without clear resilience plans in place.At SNAP, we believe the key to navigating Europe’s heatwaves lies in preparation, planning and proactive welfare management. Use real-time weather data to help drivers avoid high-risk routes. Stock vehicles with water, shade equipment and emergency cooling kits. Stay informed of changing truck bans across borders using verified sources like Trafficban.com. Encourage drivers to use apps like to locate well-equipped, air-conditioned facilities across Europe. Pay extra attention to tyres, cooling systems and battery performance during maintenance – especially for electric or hybrid vehicles. Ensure policies account for climate-related delays, cargo spoilage and fire damage.Check out our or download the today. With thousands of trusted partners across Europe, it’s your shortcut to safer stops – whatever the temperature.