No mundo tecnológico acelerado de hoje, acompanhar os avanços da IoT pode ser uma tarefa desafiante. Enquanto especialista em tecnologia, enfrenta desafios como a integração de dados e a gestão de dispositivos. As plataformas empresariais de IoT podem ajudar a resolver estas questões, fornecendo à sua equipa ferramentas para melhorar a conectividade e obter informações mais detalhadas a partir dos dados.
Testei e analisei inúmeras plataformas de IoT para lhe apresentar uma visão imparcial das melhores opções disponíveis. Com base na minha experiência, escolher a plataforma certa pode melhorar significativamente as suas operações.
Neste artigo, encontrará uma análise aprofundada e bem fundamentada das principais plataformas empresariais de IoT. Destacarei as suas funcionalidades únicas e ajudá-lo-ei a decidir qual se adapta melhor às suas necessidades. Vamos descobrir a solução ideal para a sua equipa.
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Tabela comparativa de plataformas empresariais de IoT
Esta tabela comparativa resume os detalhes de preços das minhas principais escolhas de plataformas empresariais de IoT:
| Tool | Best For | Trial Info | Price | ||
|---|---|---|---|---|---|
| 1 | Best for industrial IoT networking | Free plan available; 30-day free trial | From $3/user/month | Website | |
| 2 | Best for open-source flexibility | 14-day free trial + free demo available | From $99/month | Website | |
| 3 | Best for hyperscale IoT ingestion | Free tier available | Pricing upon request | Website | |
| 4 | Best for managed IoT services | Not available | Pricing upon request | Website | |
| 5 | Best for device-to-cloud connectivity | Free plan available | From $299/block/month | Website | |
| 6 | Best for low-code IoT apps | Free demo available | Pricing upon request | Website | |
| 7 | Best for global IoT connectivity | Not available | Pricing upon request | Website | |
| 8 | Best for real-time IoT analytics | Free demo available | Pricing upon request | Website | |
| 9 | Best for IoT device lifecycle control | Not available | Pricing upon request | Website | |
| 10 | Best for ERP-connected IoT | Not available | From $54/month | Website |
Análise das melhores plataformas empresariais de IoT
Apresentamos abaixo os meus resumos detalhados das melhores plataformas empresariais de IoT que entraram na minha lista restrita. As minhas análises oferecem uma visão detalhada das principais funcionalidades, vantagens e desvantagens, integrações e casos de utilização ideais de cada ferramenta, para o ajudar a encontrar a melhor opção para si.
Best for industrial IoT networking- Free plan available; 30-day free trial
- From $3/user/month
Visit WebsiteCustomer Rating:4.4/5
Cisco secures and connects industrial IoT networks. Cisco offers a tailored industrial IoT solution for manufacturing, energy, transportation, and other sectors looking to optimize network security and connectivity. Its solution delivers reliable communication and efficient network management for industrial settings.
Why I picked Cisco: Cisco provides a secure and reliable network infrastructure, which is essential for industrial environments. Its platform includes advanced security features to protect your IoT deployments. Its network management tools help maintain connectivity and performance across complex systems, including those utilizing cellular-connected gateways. These capabilities make Cisco a strong choice for industries requiring reliable IoT ecosystems in challenging environments.
Standout Features and Integrations:
Features include advanced security protocols that safeguard your network. The platform offers network management tools to ensure consistent performance. Cisco also provides scalable solutions for expanding industrial environments.
Integrations are not publicly listed.
Pros and Cons
Pros:
- Edge processing and data filtering
- Local fog-computing data backhaul reduction
- Strong support for industrial networking standards
Cons:
- Expensive for small operations
- Utility limited to Cisco-only stacks
Learn more about Cisco:
2Best for open-source flexibilityKaa
- 14-day free trial + free demo available
- From $99/month
Visit WebsiteCustomer Rating:4.2/5
Kaa handles IoT devices and data across custom deployments. Kaa is an open-source IoT platform designed for developers and businesses seeking flexibility in creating custom IoT solutions. It serves industries such as smart agriculture, healthcare, and industrial automation, with a focus on device management and data collection.
Why I picked Kaa: Kaa offers open-source flexibility, allowing your team to customize and extend the platform to meet specific needs. Its modular architecture is highly adaptable for a wide range of IoT projects, from application development in startups to enterprise-grade digital transformation initiatives. The platform offers device management and data processing tools that are essential for managing diverse IoT product environments. This flexibility makes Kaa a great choice for teams looking to tailor their IoT solutions.
Standout Features and Integrations:
Features include a modular architecture that supports diverse applications. The platform offers real-time data processing for quick insights. Kaa also provides extensive device management tools to maintain operational efficiency.
Integrations include SAP, Salesforce, and more.
Pros and Cons
Pros:
- Flexible and scalable modular architecture
- Extensive device compatibility
- On-premises microservices for data privacy
Cons:
- No native built-in cellular data
- Heavy internal DevOps maintenance
Learn more about Kaa:
AWS IoT Core processes and manages IoT data securely. AWS IoT Core is a cloud-based platform designed for enterprises needing scalable IoT solutions with deep cloud integration. It serves a variety of real-world industries that rely on real-time data processing and management, including the smart home, corporate sustainability, industrial automation, and healthcare sectors.
Why I picked AWS IoT Core: It provides cloud integration with other AWS services, which adds value for teams already using Amazon's ecosystem. The platform supports the management and security of connected devices, which is essential for maintaining IoT data integrity. Its real-time data processing capabilities support immediate insights and decision-making. AWS IoT Core's scalability ensures it can grow with your business needs.
Standout Features and Integrations:
Features include ensuring data integrity via secure communication protocols for all devices, including those using LoRaWAN. The platform also offers real-time analytics and actionable insights. AWS IoT Core's device management tools help you efficiently oversee your IoT devices.
Integrations include Amazon S3, Amazon DynamoDB, AWS Lambda, Amazon Kinesis, Amazon CloudWatch, Amazon SNS, Amazon SQS, and more.
Pros and Cons
Pros:
- Automated factory-scale device certificate provisioning
- Managed LoRaWAN long-range network server
- Native serverless AWS Lambda integration
Cons:
- Variable pay-as-you-go cost forecasting
- Rigorous per-device certificate management overhead
Learn more about AWS IoT Core:
NTT DATA strengthens IoT network reliability and security. NTT DATA offers managed network services designed for enterprises needing reliable IoT connectivity and network management. Its main user base includes industries such as telecommunications, finance, and healthcare, focused on improving network efficiency and security.
Why I picked NTT DATA: NTT DATA provides enterprise IoT solutions to ensure reliable and secure connectivity and network management. Its services include network monitoring and optimization for maintaining high-performance operations. The platform's ability to offer tailored network solutions helps meet specific industry needs. This focus on network services makes it valuable for teams looking to strengthen their IoT infrastructure.
Standout Features and Integrations:
Features include network monitoring tools that ensure reliable connectivity. The platform offers network optimization services to maintain high performance. NTT DATA also provides customizable network solutions tailored to specific industry needs.
Integrations are not publicly listed.
Pros and Cons
Pros:
- Deep enterprise systems and ERP support
- Customizable solutions for industries
- AI-driven proactive network anomaly detection
Cons:
- Integration depth may increase costs
- Extended initial security auditing phase
Learn more about NTT Data:
Particle links and manages IoT devices at scale. Particle is an IoT platform-as-a-service designed for developers and businesses needing reliable and efficient device connectivity and management. It caters to industries focused on asset tracking, smart energy, and equipment monitoring, including HVAC manufacturers.
Why I picked Particle: Particle stands out for its flexible global connectivity through EtherSIM and multi-radio support. Its centralized console supports real-time data processing and over-the-air updates, helping teams manage devices more efficiently. Combined with streamlined deployment tools like the Web IDE and CLI, it’s a strong fit for organizations running large-scale IoT environments.
Standout Features and Integrations:
Features include a web IDE for easy coding, EtherSIM for global connectivity, and a centralized console for device management. These tools support real-time data processing and secure device operations.
Integrations include AWS, Microsoft Azure, Google Cloud Platform, Zapier, Datacake, Qubitro, Tulip, and more.
Pros and Cons
Pros:
- Supports predictive maintenance
- Reliable connectivity
- All-in-one platform
Cons:
- Limited customization for advanced users
- Data structure constraints
Learn more about Particle:
Losant enables rapid IoT deployment and scalable enterprise solutions. Losant is an IoT platform tailored for enterprises needing quick deployment of IoT solutions. Its user base includes industries such as manufacturing, logistics, and smart environments, focusing on rapid prototyping and scalable deployments.
Why I picked Losant: Losant's visual workflow editor simplifies the process of building IoT applications and supports rapid deployment. The platform's edge computing capabilities allow you to process data closer to the source, reducing latency. Losant also provides a thorough set of development tools, including an API and multiple SDKs, to facilitate provisioning with IoT devices and integration with existing third-party systems. These features make it ideal for teams looking to deploy IoT solutions quickly and efficiently.
Standout Features and Integrations:
Features include a visual workflow builder that simplifies application creation. The platform supports edge computing, which reduces latency by processing data locally. Losant also offers a real-time data visualization tool that helps you monitor and analyze data effectively.
Integrations include AWS, Microsoft Azure, Google Cloud, Twilio, Particle, WebSocket, MQTT, and more.
Pros and Cons
Pros:
- Real-time data visualization
- Cloud-to-edge computing capabilities
- Quick application prototyping
Cons:
- High entry cost for small teams
- Requires technical expertise
Learn more about Losant:
floLIVE delivers global IoT connectivity with local compliance. floLIVE is a cloud-based IoT connectivity platform designed for enterprises needing global coverage and local compliance. It serves industries focusing on international IoT deployments, including automotive, smart cities, and manufacturing.
Why I picked floLIVE: floLIVE supports global IoT connectivity with its cloud-native core network, which provides local connectivity through distributed local points of presence. Its platform simplifies IoT management by providing a unified interface for all devices. The advanced network technology ensures low-latency connections, which are vital for real-time applications. These features align with floLIVE's value of providing extensive global coverage for IoT technologies.
Standout Features and Integrations:
Features include a cloud-native core network that supports local compliance. The platform offers a unified interface for managing all IoT devices. floLIVE also provides low-latency connections for real-time applications.
Integrations are not publicly listed.
Pros and Cons
Pros:
- Hardware-level security authentication
- Automated local-global compliance switching
- Low-latency cloud-native distributed core
Cons:
- Specialized only for cellular transport
- Limited enterprise app integrations
Learn more about floLIVE:
Davra turns IoT data into real-time operational insights. Davra is an industrial IoT platform designed for enterprises needing real-time analytics and data visualization. Its main user base includes industries such as transportation, smart cities, and energy, with a focus on improving operational efficiency and decision-making.
Why I picked Davra: Davra provides powerful real-time analytics tools that enable your team to make informed decisions quickly. The platform's data visualization features help you gain insights into complex data sets with ease. It supports a wide range of IoT devices, ensuring flexibility in deployment. These capabilities make Davra a valuable choice for businesses and manufacturers that prioritize data-driven decision-making.
Standout Features and Integrations:
Features include advanced data visualization tools that simplify complex data analysis. The platform offers customizable dashboards to fit your specific needs. Davra's device management capabilities ensure efficient operations.
Integrations include SharePoint, Accela, SAP, Oracle, Salesforce, and more.
Pros and Cons
Pros:
- Specialized heavy rail telemetry modeling
- Advanced data visualization
- Advanced geospatial GIS analytical tools
Cons:
- Lengthy initial business logic mapping
- Over-engineered for simple sensor projects
Learn more about Davra:
Telit Cinterion streamlines IoT connectivity across industries. Telit Cinterion's IoT platform is designed for enterprises needing efficient data management and connectivity solutions. Its main user base includes industries focused on device connectivity and data collection, such as the automotive, healthcare, and manufacturing sectors.
Why I picked Telit Cinterion: It supports industrial IoT application enablement by offering a suite of tools to connect, process, and analyze machine data. Its IoT portal allows your team to manage and monitor devices from a single interface, simplifying operations. Telit Cinterion's connectivity management services ensure reliable device communication, a key component of its data management capabilities. The platform's ability to handle large data volumes makes it suitable for enterprises with extensive IoT deployments.
Standout Features and Integrations:
Features include a deviceWISE platform for device integration. The platform's connectivity management services provide reliable communication. Telit Cinterion also offers IoT modules that support various network protocols.
Integrations include AWS, Microsoft Azure, IBM Maximo, Oracle, and more.
Pros and Cons
Pros:
- Strong device and lifecycle management
- Industrial IoT focus
- Flexible protocol support
Cons:
- Features dependent on Telit hardware
- Configuration geared toward ERP standards
Learn more about Telit Cinterion:
OCI IoT Platform processes IoT data within enterprise systems. OCI IoT Platform is tailored for businesses needing enterprise-grade database integration and management. Its main user base includes industries such as finance, retail, and telecommunications, focused on data-driven decision-making and operational efficiency.
Why I picked OCI IoT Platform: It offers powerful database integration capabilities, allowing your team to manage and analyze large datasets effectively. The platform's secure data management tools support regulatory compliance, which is essential for industries handling sensitive information. Its cloud-based infrastructure ensures scalability and reliability for growing businesses. These features make it a reliable choice for teams prioritizing database integration in their IoT solutions.
Standout Features and Integrations:
Features include advanced data analytics tools that help you gain insights from your data. The platform offers secure data storage to protect sensitive information. OCI IoT Platform's cloud infrastructure supports scalability and high availability for your applications.
Integrations are not publicly listed.
Pros and Cons
Pros:
- Pre-mapped manufacturing and retail schemas
- Scalable cloud infrastructure
- High-performance data processing
Cons:
- Required specialized OCI networking skills
- Strict dependency on OCI stack
Learn more about OCI IoT Platform:
Outras plataformas empresariais de IoT
Eis algumas opções adicionais de plataformas empresariais de IoT que não entraram na minha lista restrita, mas que vale a pena conhecer:
- 11
- 12
Related Reviews
How I Evaluate Enterprise IoT Platforms
I evaluate enterprise IoT platforms in two layers: the core capabilities needed to manage distributed device fleets at scale, and the differentiators that make one platform a better fit than another.
Core Functionality (Table Stakes For This List)
When I'm selecting tools for my list, I rank each one on a scale from 0 (does not offer the functionality) to 5 (excels in this area) for each core functionality listed below. Then, I calculate the tool's total score into a percentage. Each tool needs to achieve a minimum total score of 65% to be considered for inclusion.
- Device Lifecycle Management: I look for platforms that handle bulk provisioning, OTA firmware updates, remote diagnostics, and fleet-level monitoring across thousands or millions of heterogeneous endpoints.
- Data Ingestion & Processing: High-throughput telemetry ingestion matters, so I evaluate how each platform handles real-time stream processing, data routing, and time-series storage at scale.
- Connectivity & Protocol Support: Each platform should support core IoT protocols like MQTT, CoAP, and HTTP/S, and I check for multi-network compatibility across cellular, LPWAN, and Wi-Fi environments.
- Edge Computing Capabilities: I consider whether a platform can run containerized workloads, execute local rules, and operate autonomously at the edge when cloud connectivity drops.
- Enterprise Security & Compliance: Certificate management, RBAC, end-to-end encryption, and audit logging are what I evaluate here, along with relevant certifications like SOC 2 and ISO 27001.
- Analytics & App Enablement: Platforms should offer APIs, SDKs, dashboards, and integration hooks that let your team build custom IoT applications or pipe device data into systems like SAP, Power BI, or Kafka.
Once I have a list of tools that meet this criteria, I consider what sets each platform apart.
Differentiating Factors (What Sets Vendors Apart)
Here's how I compare and contrast different vendors:
Standout Features
Digital twin modeling is a big differentiator. Platforms that let you build virtual replicas of physical assets make it far easier to simulate changes before pushing them to production equipment. I also look for built-in AI/ML deployment, which lets teams run predictive maintenance models directly on edge devices. Multi-tenancy support matters for organizations managing IoT across multiple business units or customer accounts. A low-code app builder can save your team weeks when standing up custom dashboards or alert workflows.
Beyond Features
Deployment flexibility is one of the first things I evaluate. Some organizations need air-gapped or on-premise options for regulated environments, while others want multi-cloud portability across AWS, Azure, and GCP. Scalability is equally important—I check whether a platform has proven capacity for millions of concurrent connections. Enterprise system integrations also weigh heavily, because IoT data only delivers value when it flows into your existing ERP, MES, or BI tools through pre-built connectors rather than custom-coded workarounds.
Como escolher uma plataforma empresarial de IoT
É fácil perder-se em listas extensas de funcionalidades e estruturas de preços complexas. Para o ajudar a manter o foco enquanto conduz o seu processo único de seleção de software, eis uma lista de verificação dos fatores a ter em conta:
| Fator | O que considerar |
|---|---|
| FatorEscalabilidade | O que considerarA plataforma consegue acompanhar o crescimento da sua empresa? Procure soluções que consigam gerir volumes crescentes de dados e dispositivos sem problemas de desempenho. |
| FatorIntegrações | O que considerarIntegra-se com os seus sistemas existentes? Garanta a compatibilidade com as suas ferramentas atuais, como sistemas de CRM ou ERP, para evitar interrupções nos fluxos de trabalho. |
| FatorPersonalização | O que considerarPode adaptar a plataforma às suas necessidades? Verifique se permite alterações para se adequar aos seus processos específicos e aos requisitos do seu setor. |
| FatorFacilidade de utilização | O que considerarA interface é fácil de utilizar pela sua equipa? Tenha em conta a curva de aprendizagem e se o design simplifica ou complica as tarefas diárias. |
| FatorImplementação e integração inicial | O que considerarCom que rapidez pode começar? Avalie o tempo de configuração, os recursos necessários e a disponibilidade de apoio à integração inicial, como formação ou documentação. |
| FatorCusto | O que considerarO modelo de preços está alinhado com o seu orçamento? Compare os custos entre fornecedores, considerando tanto as despesas iniciais como o valor a longo prazo. |
| FatorMedidas de segurança | O que considerarProtege os seus dados de forma eficaz? Analise as normas de encriptação, os controlos de acesso e a conformidade com os regulamentos de segurança relevantes. |
| FatorDisponibilidade do apoio | O que considerarTerá acesso a ajuda quando precisar? Procure opções de apoio 24 horas por dia, 7 dias por semana, e avalie a qualidade e a rapidez das respostas dos fornecedores. |
O que é uma plataforma empresarial de IoT?
Uma plataforma empresarial de IoT é um conjunto de ferramentas que permite às empresas ligar, gerir e analisar dados provenientes de dispositivos IoT. Estas ferramentas são geralmente utilizadas por profissionais de TI, engenheiros e gestores de operações para melhorar a tomada de decisões e a eficiência operacional. O processamento de dados em tempo real, a gestão de dispositivos e as capacidades de integração ajudam a gerir eficazmente implementações de IoT em grande escala. De um modo geral, estas plataformas proporcionam um valor significativo ao melhorar a conectividade e os conhecimentos em várias operações empresariais.
Funcionalidades
Ao selecionar uma plataforma empresarial de IoT, procure as seguintes funcionalidades principais:
- Conectividade dos dispositivos: Permite a comunicação entre dispositivos, garantindo que os dados fluem sem problemas através da rede.
- Recolha e armazenamento de dados: Recolhe e armazena de forma segura os dados dos dispositivos IoT, disponibilizando uma localização centralizada para análise.
- Processamento de dados em tempo real: Analisa os dados à medida que chegam, permitindo uma tomada de decisões rápida e uma resposta às condições em mudança.
- Gestão de dispositivos: Disponibiliza ferramentas para monitorizar e controlar dispositivos IoT, garantindo que funcionam de forma eficiente e eficaz.
- Medidas de segurança: Protege os dados através de encriptação e controlos de acesso, mantendo a conformidade com as normas do setor.
- Capacidades de integração: Liga-se a sistemas existentes, como CRM ou ERP, facilitando um fluxo de trabalho unificado.
- Personalização: Permite modificações para se adaptar a processos empresariais e necessidades específicas do setor, maximizando a flexibilidade.
- Escalabilidade: Suporta o crescimento ao processar volumes maiores de dados e dispositivos sem comprometer o desempenho.
- Interface intuitiva: Proporciona um design intuitivo que simplifica a interação dos utilizadores e reduz a curva de aprendizagem.
- Análise avançada: Disponibiliza informações através de análises preditivas, ajudando a antecipar tendências e a otimizar as operações.
Vantagens
A implementação de uma plataforma empresarial de IoT proporciona várias vantagens para a sua equipa e para a sua empresa. Eis algumas das que pode esperar:
- Melhoria da tomada de decisões: O processamento de dados em tempo real permite à sua equipa tomar rapidamente decisões informadas com base em informações atuais.
- Maior eficiência operacional: As ferramentas de gestão de dispositivos garantem o funcionamento adequado dos dispositivos, reduzindo o tempo de inatividade e melhorando a produtividade.
- Maior segurança: As medidas de segurança protegem os dados, mantêm a conformidade e reduzem o risco de violações.
- Escalabilidade: A plataforma cresce com a sua empresa, suportando mais dispositivos e dados sem sacrificar o desempenho.
- Poupança de custos: As capacidades de integração reduzem os sistemas redundantes, permitindo poupar nas despesas de software e hardware.
- Flexibilidade: A personalização significa que a plataforma pode ser adaptada às suas necessidades específicas e acomodar processos empresariais únicos.
- Melhor experiência do utilizador: Uma interface intuitiva facilita a adoção e a utilização eficaz da plataforma pela sua equipa.
Custos e preços
A seleção de uma plataforma empresarial de IoT exige uma compreensão dos vários modelos de preços e planos disponíveis. Os custos variam consoante as funcionalidades, o tamanho da equipa, os complementos e outros fatores. A tabela abaixo resume os planos comuns, os respetivos preços médios e as funcionalidades normalmente incluídas nas soluções de plataformas empresariais de IoT:
Tabela de comparação de planos para plataformas empresariais de IoT
| Tipo de plano | Preço médio | Funcionalidades comuns |
|---|---|---|
| Tipo de planoPlano gratuito | Preço médio$0 | Funcionalidades comunsConectividade básica dos dispositivos, armazenamento de dados limitado e análise básica. |
| Tipo de planoPlano pessoal | Preço médio$10-$30/utilizador/mês | Funcionalidades comunsGestão de dispositivos, processamento de dados em tempo real e funcionalidades de segurança reforçadas. |
| Tipo de planoPlano empresarial | Preço médio$50-$100/utilizador/mês | Funcionalidades comunsAnálise avançada, capacidades de integração e opções de escalabilidade. |
| Tipo de planoPlano empresarial avançado | Preço médio$150-$300/utilizador/mês | Funcionalidades comunsSoluções personalizáveis, suporte prioritário e medidas de segurança abrangentes. |
Perguntas frequentes sobre plataformas IoT empresariais
Eis algumas respostas a perguntas frequentes sobre plataformas IoT empresariais:
Como integro uma plataforma IoT empresarial com os sistemas existentes?
Para integrar uma plataforma IoT empresarial com os sistemas existentes, a maioria das plataformas disponibiliza APIs e conectores pré-configurados para ferramentas populares, incluindo sistemas de CRM e ERP. Antes de escolher uma plataforma, verifique a compatibilidade com a sua atual pilha de software. Considere consultar a sua equipa de TI para garantir um processo de integração sem problemas e tirar partido de qualquer apoio disponibilizado pelo fornecedor durante a configuração. Isto ajudará a minimizar as interrupções e a garantir uma transição eficiente para o novo sistema.
As plataformas IoT empresariais conseguem lidar com grandes volumes de dados?
Sim, as plataformas IoT empresariais foram concebidas para lidar com grandes volumes de dados. Oferecem opções de escalabilidade para acompanhar o crescimento das necessidades de dados, garantindo que o desempenho se mantém estável à medida que as suas implementações de IoT se expandem. Procure plataformas que disponibilizem capacidades de armazenamento e processamento baseadas na nuvem, uma vez que estas conseguem gerir e analisar eficazmente conjuntos de dados extensos. Deve avaliar as capacidades de gestão de dados da plataforma para garantir que estão alinhadas com as necessidades da sua empresa.
Que setores beneficiam mais das plataformas IoT empresariais?
As plataformas IoT empresariais beneficiam uma vasta gama de setores, incluindo a indústria transformadora, os cuidados de saúde, os transportes e as cidades inteligentes. Estas plataformas ajudam a melhorar as operações, a tomada de decisões baseada em dados e a conectividade entre dispositivos. Por exemplo, na indústria transformadora, as plataformas IoT podem monitorizar o estado dos equipamentos e prever as necessidades de manutenção, enquanto nos cuidados de saúde podem acompanhar os dados dos doentes para melhorar os cuidados prestados. Avalie as necessidades específicas do seu setor para determinar a solução mais adequada à sua empresa.
Quão seguras são as plataformas IoT empresariais?
As plataformas IoT empresariais dão prioridade à segurança através de funcionalidades como a encriptação de dados, os controlos de acesso e a conformidade com as normas do setor. É essencial avaliar as medidas de segurança disponibilizadas por cada plataforma, especialmente se lidar com dados sensíveis. Pergunte aos fornecedores quais são os seus protocolos de segurança e que certificações possuem. Considere realizar uma auditoria de segurança ou consultar um especialista em cibersegurança para garantir que a plataforma cumpre os requisitos da sua organização.