The aim of this report is to provide an overview of the current state of observability through the eyes of DevOps professionals. We will begin by investigating the adoption of application performance monitoring and observability technologies, and discuss how this is affected by region, company size, and experience levels of the developers. Following this, we will take a deep dive into the most prominent challenges that developers face when setting up and maintaining observability projects. All Insights Observability in software development and the challenges developers face in observability projects Access the Full Preview About this Report The aim of this report is to provide an overview of the current state of observability through the eyes of DevOps professionals. We will begin by investigating the adoption of application performance monitoring and observability technologies, and discuss how this is affected by region, company size, and experience levels of the developers. Following this, we will take a deep dive into the most prominent challenges that developers face when setting up and maintaining observability projects. Key Questions Answered What are the features of a high quality API according to developers? What are developers concerned with in their use of third-party APIs? According to developers what are the key security risks in the use of third-party APIs? Click to expand ACCESS THE FULL PREVIEW Methodology This report is based on data collected from over 15,000 professional developers who indicated that they use DevOps technologies in the 23rd edition of our Developer Nation survey, which was fielded in Q3 2022. Questions? Let's talk! Fill the form. Natasa and Petro will help you drive developer adoption: Name Email I have read and agree to SlashData's Privacy Policy and I want to be contacted. GET IN TOUCH WITH ME Frequently asked questions (F.A.Q.) Who benefits from these reports? Leaders who need to: Make or defend a high-stakes decision Secure budget Enter a market Reposition a product Prove ROI Reduce uncertainty Build a high-adoption product roadmap If you’re under pressure to justify a strategic move with evidence, that’s where our insights help most. What makes SlashData different from other research providers? How reliable is the data? Can this support a business case or budget proposal? How do you ensure credibility with our executive team? Do you replace internal research or complement it? I don’t see my company/product on the list. Can you benchmark us against our competitors? Is this relevant if we sell AI tooling? How long do projects typically take? Contact us First name* Last name* Work Email* Company * Role* Message I agree to SlashData's Privacy Policy and I want to be contacted * SUBMIT

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Application security is critical as it serves to protect against a variety of threats, including malicious attacks that compromise application functionality, unauthorised access to sensitive information, the injection of malicious code, and/or data-leaks. The shift-left approach to application security is a strategy that aims to encourage security checks from the early stages of the software development process. In our analysis we examine how and when – during the software development process – security measures are implemented. We additionally examine what factors contribute to developers implementing various types of security and the amount of security checks they take. All Insights Applications and shift-left security Exploring the application security landscape Access the Full Preview About this Report Application security is critical as it serves to protect against a variety of threats, including malicious attacks that compromise application functionality, unauthorised access to sensitive information, the injection of malicious code, and/or data-leaks. The shift-left approach to application security is a strategy that aims to encourage security checks from the early stages of the software development process. In our analysis we examine how and when – during the software development process – security measures are implemented. We additionally examine what factors contribute to developers implementing various types of security and the amount of security checks they take. Key Questions Answered When and how security measures are being implemented? What type of developers are implementing them? Click to expand ACCESS THE FULL PREVIEW Questions? Let's talk! Fill the form. Natasa and Petro will help you drive developer adoption: Name Email I have read and agree to SlashData's Privacy Policy and I want to be contacted. GET IN TOUCH WITH ME Frequently asked questions (F.A.Q.) Who benefits from these reports? Leaders who need to: Make or defend a high-stakes decision Secure budget Enter a market Reposition a product Prove ROI Reduce uncertainty Build a high-adoption product roadmap If you’re under pressure to justify a strategic move with evidence, that’s where our insights help most. What makes SlashData different from other research providers? How reliable is the data? Can this support a business case or budget proposal? How do you ensure credibility with our executive team? Do you replace internal research or complement it? I don’t see my company/product on the list. Can you benchmark us against our competitors? Is this relevant if we sell AI tooling? How long do projects typically take? Contact us First name* Last name* Work Email* Company * Role* Message I agree to SlashData's Privacy Policy and I want to be contacted * SUBMIT Methodology The report is based on data collected from 14,000+ developers involved in DevOps-related activities who told us about the approaches they use to secure their applications in the 23rd edition of our Developer Nation survey, which was fielded between June and August 2022.

Industry and technology market reports that are free to access and download and share key insights on the trending technology and software development trends. Insights with instant access for your decision-making . Analyst insights powered by developers around the world. Each insights report dives into a key trending topic. Explore our latest research 12 May 2026 Cloud Repatriation: Not the Story We've Been Told MORE 30 April 2026 Progression of how developers engage with AI MORE 21 April 2026 AI in the Developer Workflow MORE 20 April 2026 Sizing programming language communities MORE 17 April 2026 The AI ROI Measurement Gap MORE 2 April 2026 Where developers go to learn, connect, and stay informed? MORE 31 March 2026 State of Cloud Native Development Q1 2026 MORE 25 March 2026 CNCF Technology Radar Q1 2026 MORE 11 December 2025 AI Coding Tools Benchmark MORE 20 November 2025 Developers in the age of AI MORE 14 November 2025 Barriers to integrating generative AI in applications MORE 14 November 2025 The state of agentic AI adoption in software projects MORE 14 November 2025 Choosing the right AI coding tools for your team MORE 11 November 2025 CNCF Technology Radar Q3 2025 MORE 10 November 2025 State of Cloud Native Development Q3 2025 MORE 21 October 2025 The State of FinOps in 2025 MORE 21 October 2025 Sizing programming language communities MORE 21 October 2025 Benchmarking backend and cloud technology strategies MORE 12 September 2025 2025 Cloud Landscape in Europe and the US MORE 7 May 2025 Usage of AI assistance between DORA performance groups MORE 7 May 2025 Challenges organisations face in software development projects MORE 6 May 2025 The developers behind generative AI applications MORE 6 May 2025 Sizing programming language communities MORE 6 May 2025 How and why developers engage with emerging technologies MORE 6 May 2025 How technology practitioners use social media MORE 16 April 2025 The state of cloud operations and management in 2025 and the impact of AI MORE 4 April 2025 CNCF Technology Radar MORE 10 March 2025 Generative AI for Business: Success, Challenges and the Future MORE 11 February 2025 State of Development Environments MORE 1 December 2024 Profiling of technology professionals working at startups MORE 29 November 2024 CNCF Technology Landscape Radar MORE 1 November 2024 The rise of AI-chatbots for problem-solving MORE 1 November 2024 Network APIs: The new oil in the 5G economy MORE 1 November 2024 Sizing programming language communities Q3 2024 MORE 1 November 2024 What developers think about their teams MORE 1 November 2024 How developers build AI-enabled applications MORE 1 May 2024 How and why developers engage with emerging technologies MORE 1 May 2024 Threats in software supply chain management MORE 1 May 2024 How happy are developers with their jobs? MORE 1 May 2024 How developers interact with AI technologies MORE 1 May 2024 Profiling of new ML/AI developers MORE 1 May 2024 Sizing programming language communities Q1 2024 MORE 1 April 2024 State of Continuous Integration and Continuous Delivery Report 2024 MORE 13 March 2024 How Silicon Developers help developers build AI solutions MORE 1 February 2024 Maturity of Software Supply Chain Security Practices 2024 MORE 1 November 2023 25th edition - State of the Developer Nation MORE 1 September 2023 Developer Perceptions of Distributed Cloud MORE 1 September 2023 The State of WebAssembly 2023 MORE 1 July 2023 Designing for success MORE 1 June 2023 2023 state of data management solutions for digital natives MORE 1 June 2023 The state of developer happiness MORE 1 May 2023 24th edition - State of the Developer Nation MORE 1 May 2023 State of Continuous Delivery Report 2023 MORE 1 May 2023 Building and Developing on Salesforce Report 2023 MORE 1 February 2023 Securing the enterprise MORE 1 November 2022 NGINX State of App and API Delivery Report MORE 1 November 2022 Developers & Shift-left Security MORE 1 October 2022 23rd edition - State of the Developer Nation MORE 1 May 2022 AI Coding Tools MORE Case Studies Explore real life scenarios, and how we helped our clients access key market information. We include the process, what SlashData brought to the table and the results they achieved. CASE STUDIES Can’t find what you are looking for? Get in touch and we will be happy to help LET'S TALK

Key Questions Answered What resources are silicon vendors offering? What educational resources do they provide? Which are their community efforts? What types of technical support are they offering? Click to expand ACCESS THE FULL REPORT Methodology The information in this report has been compiled exclusively from official online sources provided by AMD, Arm, Intel, NVIDIA, and Qualcomm, such as official websites, developer portals, or Githubprofiles. The information was gathered during the month of January 2024, and due to the dynamic nature of technology developments in AI, the accuracy and timeliness of the data are contingent upon the date of reading. Contact us First name* Last name* Work Email* Company * Role* Message I agree to SlashData's Privacy Policy and I want to be contacted * SUBMIT All Reports Questions? Let's talk! Fill the form. Natasa and Petro will help you drive developer adoption: Name Email I have read and agree to SlashData's Privacy Policy and I want to be contacted. GET IN TOUCH WITH ME Frequently asked questions (F.A.Q.) Who benefits from these reports? Leaders who need to: Make or defend a high-stakes decision Secure budget Enter a market Reposition a product Prove ROI Reduce uncertainty Build a high-adoption product roadmap If you’re under pressure to justify a strategic move with evidence, that’s where our insights help most. What makes SlashData different from other research providers? How reliable is the data? Can this support a business case or budget proposal? How do you ensure credibility with our executive team? Do you replace internal research or complement it? I don’t see my company/product on the list. Can you benchmark us against our competitors? Is this relevant if we sell AI tooling? How long do projects typically take? How Silicon Developers help developers build AI solutions Benchmarking of the AI developer resources offered by the leading semiconductor companies Access the Full Report About this Report This report aims to provide an overview of the AI development resources offered by five semiconductor companies: AMD, Arm, Intel, NVIDIA, and Qualcomm. We will explore the various SDKs, tools, educational resources, community efforts, and technical support each vendor offers, highlighting their strengths and unique value propositions.

Who is SlashData, a brief company history and SlashData priorities and mission. SlashData at a glance 17+ Years of surveying developers 30.000+ Developers that we survey annually 168 Counties that we reach each wave 80+ Partners & Channels that help us reach developers globally 11 developer audiences that we reach and track 96 Customers served 73 Research studies in 2022 130+ Tailored Surveys ran The SlashData mission Transform noise into actionable, high-value insights for decision-makers in Tech Who is SlashData? SlashData is a Market Research and Analyst firm , serving the technology industry for 20+ years. Created in 2005 as a mobile industry analyst firm (at the time known as VisionMobile), we were a strategy consultancy for the era of mobile, 2 years before Android and iOS impacted every single industry out there. By 2010 SlashData became the mobile software analysts, working together with the top telcos and handset makers to help them navigate the software disruption. That’s when we launched the Developer Nation research series. In 2015 we evolved into a research analyst firm, earning the trust of Microsoft, Intel, Google, Amazon, Facebook and many more top-100 technology firms, whom we helped understand developers and measure developer satisfaction with their products. SlashData is now an expert in Tech market research , offering a collection of services and research products, including: Competitive benchmarking on key attributes for product design and marketing Market landscape analysis: Positioning and offering vs competitors, including key player and stakeholders Customer satisfaction & perception: Brand awareness, customer loyalty Pricing strategy Explore our: FREE REPORTS SERVICES at a glance 20 years of Developer Research! Our People Our people are the powerhouse of our efforts and success. SlashData’s core values encourage people to be high-performers, customer-centric, compassionate, data-driven, transparent and work together-grow together in a company where every voice matters. Discover more about our people and culture. OUR CULTURE Find out more about SlashData Our Services From audience profile to product optimisation, our research can provide the answer you are looking for. Services Research Products Dive into our research. Explore our industry deep dives. Take me to your research Case studies What’s it like working with SlashData? Here are real-life projects we have worked on. Explore Case Studies Ask anything Share your feature information here to attract new clients. Provide a brief summary to help visitors understand the context and background. Read More 20 years of Developer Research! at a glance Certifications

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Unlock targeted growth with SlashData’s customer segmentation service: identify ideal audiences, build personas & boost engagement using data-driven market profiling. How well do you know your customer? Focus on your market’s customer groups that matter, build personas the right way and tailor your strategy for success. What you get through our customer segmentation and persona insights Are you talking to the right customer? Customer segmentation powers your strategy to Focus your effort and resources on the most profitable audience groups. Differentiate from competitors by addressing niche needs. Build loyalty - Deliver personalised interactions. Messaging that resonates by crafting targeted campaigns. Who are you trying to reach? Let’s talk and find the right customer profiles for you. Start your segmentation journey today Customer personas based on market data Ready to go beyond assumptions? Personas are essential to successfully reach that part of your total addressable market that will drive your ROI. Time to go beyond assumptions. Let’s build together the right personas for you: Move from assumptions to data Build personas using impactful segmentation models Access global, high-quality data Time to say “hi!” to the faces that will boost your ROI! How we segment your audience and build personas Wondering where you should start with personas? Take advantage of our data-based, rather than assumption-based, methodology. Remove the guesswork from the process and build customer personas that do the work for you. Step by step, how we work on personas that behave as you expect them to 1 Understanding We work together to understand the audience you want to segment and any plans for future launches. 2 The characteristics that matter Let’s start building using the attributes that matter to you, and depend on how you will use the personas. This ensures that we include all relevant data for the segmentation analysis 3 Data collection Through existing survey results or by designing and fielding bespoke quantitative surveys. 4 Let the data speak Advanced clustering analysis helps us obtain a set of distinct segments. Prior assumptions around the defining characteristics of the segments are not taken into consideration. 5 Behavioural characteristics Profilling analysis gives us the information you will need to tailor your strategies to specific customer profiles. 6 Your personas are here A detailed report summarises the findings of the segmentation analysis, including the key personas and the typical behaviours you should expect them to exhibit. Who are you trying to reach? Let’s talk and find the right customer profiles for you. GET IN TOUCH BOOK A CALL Explore all our services Audience Insights ➜ Product Development & Improvement ➜ Brand Research ➜ Customer Segmentation & Persona Insights ➜ Product Configuration & Optimisation ➜ Competitive Market Intelligence ➜

Make the most of your budget: Turn developers into high-conversion leads by investing on what they actually need. Don't waste budget on developer marketing activities that don't convert. Developer attention is expensive in the fast AI market. Let our analysts guide you on how to engage with developers. BOOK A CALL Make the most of your budget: Turn developers into high-conversion leads by investing on what they actually need. Here’s how independent developer research, analyst insight, and forward-looking signals help you engage the right developers. Then turn attention into qualified leads. 💡 Handy for: Professionals in Product, Marketing, DevRel trying to engage a software developer audience. Clear messaging, based on real developer priorities It's relevance that converts, not feature claims. Developer research reveals switching triggers, untapped needs, trust barriers, and must-have capabilities. In order to increase engagement and reduce friction, your campaigns must reflect what developers genuinely care about. Differentiate with credible, third-party insight In AI, everyone claims leadership. Also, everyone uses the saturated sources and tools. Original, independently validated data positions your brand as evidence-led, not self-promotional. This builds authority with both developers and internal stakeholders and improves brand awareness and lead quality. Allocate budget where it drives measurable impact Without clear insight, channel decisions become guesswork. Awareness tracking, engagement benchmarks, and competitive positioning data show where spend moves the needle. You redirect budget toward the activities that generate engagement, defensible ROI and industry-leading results you will be asked to present in conferences. Maximise your results. Talk to our team about your high-engagement needs. BOOK A CALL Trust SlashData for all your awareness, engagement and lead-gen needs 20+ years of surveying the developer space Our long experience in speaking to developers, ensures that you will get the promised results. We are paranoid about our methodology and have the largest data library from 20+ years of surveying developers. Analyst foresight Our team of analysts are subject-matter experts on AI and software development. They unlock trends in the data, foresee where the industry is heading and produce actionable insights you can immediately start applying. 24/7 Access to your data, the way you want it Access your insights in a within our Research Space. Make it work smart and hard for you by creating a personalised space with your favourite reports and dashboards, for you and your whole team. Have a look > Don't waste marketing budget. Target the right audience with a smaller budget. BOOK A CALL

See how SlashData helped a global tech giant address developer challenges, optimise web offerings, and boost engagement with data-driven insights. All Case Studies Enhancing web developer experience by addressing key challenges The challenge A global technology giant was looking to enhance the experience of developers engaging with their web-based offerings. Their primary objective was to uncover and resolve the critical challenges that developers encounter when building and optimising for the web. Understanding these challenges was essential for improving their offerings, driving engagement, and maintaining a competitive edge. The approach SlashData developed a tailored survey that reached over 1,100 professional web developers and team leaders managing web development projects. The survey was designed to uncover detailed insights, asking participants to rank their most significant challenges and provide in-depth responses about their selected issues. This approach ensured comprehensive coverage of the developer experience. The result The study uncovered valuable insights into the most pressing challenges that web developers face, allowing the client to make informed, data-driven decisions to optimise their web offerings. By addressing critical pain points and actionable opportunities, the client was able to strategically prioritise improvements that would strengthen their market position and boost developer engagement and satisfaction. The data-driven strategy empowered the client to align their resources with the most impactful opportunities. Why SlashData SlashData’s proprietary survey tool, advanced data cleansing methodologies, and access to a vast global developer community enabled us to collect accurate, reliable responses from a representative sample tailored to the client’s needs. Leveraging our expertise in questionnaire design and data analysis, we transformed raw data into actionable insights, empowering our client to make well-informed, strategic decisions. Ready to optimise your developer experience? Contact us today! Related services Quantitative Developer research Previous Case Next Case Get all the new insights in your inbox JOIN NEWSLETTER Talk to our analysts TALK TO US Frequently asked questions (F.A.Q.) What happens after I get in touch? You’ll speak to Natasa or Petro. Both understand developers and their impact on product, marketing, DevRel, and architecture pressures. The first conversation focuses on: The decision you’re trying to make The risk you’re managing The timeline you’re under We’ll clarify whether we can help and how. Is this a pitch? Who should contact you? Do I need a detailed brief? Is this suitable only for enterprise teams? What budget range should we expect? Can you work alongside our internal research or analytics teams? How do you ensure credibility with our executive team? What if we’re still early in exploring AI strategy or developer growth?

How we provided a client with critical insights into the network API landscape, addressing the questions that will guide the future. All Case Studies Shaping the future of network APIs The challenge The research team at a leading global network operator association wanted to understand the current landscape of network APIs. These APIs have gained significant attention recently and present an opportunity for telecommunications companies to generate sizable returns on their massive 5G investments. This project aimed to inform decisions that will shape the future of these APIs. The approach SlashData worked closely with the client to understand their research goals and crafted a 31-question survey designed to address the client’s key business needs. The survey collected responses from over 1,200 professional developers working on mobile, industrial IoT, consumer electronics, augmented reality, and virtual reality projects. These respondents were drawn from SlashData's own developer community and vetted third-party survey panels. The sample met the client’s requirements for geographic coverage and targeted developer profiles. The result This project provided the client with critical insights into the network API landscape, addressing key questions that will guide the future development of these services. The findings will help the client better support developers while enabling network operators to optimise monetisation strategies. Some of the key questions explored included: How many developers are currently using network APIs? How many are interested in using them in the future? Which industries have the highest demand for network APIs? Which functionalities of network APIs do developers consider more important? What challenges are developers currently facing with network APIs? What is the preferred pricing model for network APIs? Why SlashData SlashData, acting as a full-service market research partner, helped the client go from their research intention to actionable and reliable data on the current state of network APIs. Leveraging our expertise in survey design and our access to a diverse pool of developers, we efficiently gathered relevant data from a representative sample of developers. The survey was hosted on SlashData’s proprietary survey platform, which enables in-depth data cleansing through the advanced metadata it collects. You can find out more about network APIs in our free report or contact us . You can find all our data & free industry reports in our Research Space . Related services Audience Insights Product development and improvement Previous Case Next Case Get all the new insights in your inbox JOIN NEWSLETTER Talk to our analysts TALK TO US Frequently asked questions (F.A.Q.) What happens after I get in touch? You’ll speak to Natasa or Petro. Both understand developers and their impact on product, marketing, DevRel, and architecture pressures. The first conversation focuses on: The decision you’re trying to make The risk you’re managing The timeline you’re under We’ll clarify whether we can help and how. Is this a pitch? Who should contact you? Do I need a detailed brief? Is this suitable only for enterprise teams? What budget range should we expect? Can you work alongside our internal research or analytics teams? How do you ensure credibility with our executive team? What if we’re still early in exploring AI strategy or developer growth?

In this report we provide a deeper understanding of the developers working on, learning about, and interested in blockchain projects, discovering where they live and how they learnt to code. We also provide a specific focus on professional developers involved in blockchain projects, understanding which types of roles they have, which software sectors they're involved in, and which revenue models they use. We deep dive into where blockchain developers go to get information about software development and what types of content they prefer to use for different purposes. Finally, we focus on which blockchain platforms are being used, how many platforms are being used, as well as the experience profile of developers using these platforms. All Insights A spotlight on blockchain developers Who are they, and what blockchain platforms do they use? Access the Full Preview About this Report In this report we provide a deeper understanding of the developers working on, learning about, and interested in blockchain projects, discovering where they live and how they learnt to code. We also provide a specific focus on professional developers involved in blockchain projects, understanding which types of roles they have, which software sectors they're involved in, and which revenue models they use. We deep dive into where blockchain developers go to get information about software development and what types of content they prefer to use for different purposes. Finally, we focus on which blockchain platforms are being used, how many platforms are being used, as well as the experience profile of developers using these platforms. Key Questions Answered Which regions are the hotspots for blockchain development? Which revenue models are used by professional developers involved in blockchain projects? Where do blockchain developers go to get information about software development? Which types of content do blockchain developers prefer when solving problems? Which types of content do developers interested in blockchain prefer when doing research? Which blockchain platforms are the most popular? Which blockchain platforms do the most and least experienced developers use? Click to expand ACCESS THE FULL PREVIEW Methodology Data for the report comes from the 23rd edition of our Developer Nation survey, which ran between June 2022 and August 2022. Contact us First name* Last name* Work Email* Company * Role* Message I agree to SlashData's Privacy Policy and I want to be contacted * SUBMIT

Sustainable software engineering (SSE) is the practice of minimisingthe environmental cost of software. It is an emerging discipline at the intersection of climate science, software practices and architecture, electricity markets, hardware, and data centre design. In this report, we’ll look at which developers are involved in building sustainable software and which SSE principles are most commonly utilised. We’ll investigate how developers’ experience levels, location, and the size of the organisation they work for –amongst other factors –affect the rate at which they utilise SSE and which principles they most often adopt. Later, we’ll take a closer look at what motivates developers to utilise SSE principles, as well as which challenges they face in doing so. We’ll demonstrate how developers’ motivations and challenges change based on several different factors, such as their experience levels. All Insights Who's integrating sustainable software engineering principles? Developers’ approaches, motivations, and challenges around building green software Access the Full Preview About this Report Sustainable software engineering (SSE) is the practice of minimisingthe environmental cost of software. It is an emerging discipline at the intersection of climate science, software practices and architecture, electricity markets, hardware, and data centre design. In this report, we’ll look at which developers are involved in building sustainable software and which SSE principles are most commonly utilised. We’ll investigate how developers’ experience levels, location, and the size of the organisation they work for –amongst other factors –affect the rate at which they utilise SSE and which principles they most often adopt. Later, we’ll take a closer look at what motivates developers to utilise SSE principles, as well as which challenges they face in doing so. We’ll demonstrate how developers’ motivations and challenges change based on several different factors, such as their experience levels. Key Questions Answered What percentage of developers have added generative AI features to their applications, and how many are interested? Do developers need to be AI or machine learning experts to create generative AI experiences? How does company size influence the choice of incorporation methods of generative AI functionality? What are the biggest challenges developers face when integrating generative AI functionality into their applications? Which cloud services do developers use the most for integrating generative AI into their applications? Click to expand ACCESS THE FULL PREVIEW Methodology Data for this report comes from the 24th edition of our Developer Nation survey, which was fielded in Q1 2023, between December 2022 and February 2023. Around 17,000 developers told us about their experiences with integrating SSE principles into their development projects. Questions? Let's talk! Fill the form. Natasa and Petro will help you drive developer adoption: Name Email I have read and agree to SlashData's Privacy Policy and I want to be contacted. GET IN TOUCH WITH ME Frequently asked questions (F.A.Q.) Who benefits from these reports? Leaders who need to: Make or defend a high-stakes decision Secure budget Enter a market Reposition a product Prove ROI Reduce uncertainty Build a high-adoption product roadmap If you’re under pressure to justify a strategic move with evidence, that’s where our insights help most. What makes SlashData different from other research providers? How reliable is the data? Can this support a business case or budget proposal? How do you ensure credibility with our executive team? Do you replace internal research or complement it? I don’t see my company/product on the list. Can you benchmark us against our competitors? Is this relevant if we sell AI tooling? How long do projects typically take? Contact us First name* Last name* Work Email* Company * Role* Message I agree to SlashData's Privacy Policy and I want to be contacted * SUBMIT

While the idea of generative artificial intelligence (AI) is not new, a lot of progress has been made over the past few years that has made it highly desirable for both end users and software developers. The aim of this report is to provide an overview of the current state of integration of generative AI functionality by developers into their applications. We will begin by investigating the extent to which developers have started incorporating generative AI functionality into their applications, and how this differs across regions and companies of different sizes. Following this, we will explore the different methods developers use to integrate generative AI functionality into their applications, as well as the use cases they target and the challenges they are faced with. Finally, we will look at which fully-managed generative AI services are currently used the most by developers in this space. All Insights How developers integrate generative AI into their apps Approaches, use cases, challenges, and cloud services used Access the Full Preview About this Report While the idea of generative artificial intelligence (AI) is not new, a lot of progress has been made over the past few years that has made it highly desirable for both end users and software developers. The aim of this report is to provide an overview of the current state of integration of generative AI functionality by developers into their applications. We will begin by investigating the extent to which developers have started incorporating generative AI functionality into their applications, and how this differs across regions and companies of different sizes. Following this, we will explore the different methods developers use to integrate generative AI functionality into their applications, as well as the use cases they target and the challenges they are faced with. Finally, we will look at which fully-managed generative AI services are currently used the most by developers in this space. Key Questions Answered What affects developer productivity? How do you measure developer productivity? Click to expand ACCESS THE FULL PREVIEW Methodology This report is based on data collected from over 16,500 developers who answered questions about incorporating generative AI functionality into their applications in the 25th edition of our Developer Nation survey, which was fielded in Q3 2023. Questions? Let's talk! Fill the form. Natasa and Petro will help you drive developer adoption: Name Email I have read and agree to SlashData's Privacy Policy and I want to be contacted. GET IN TOUCH WITH ME Frequently asked questions (F.A.Q.) Who benefits from these reports? Leaders who need to: Make or defend a high-stakes decision Secure budget Enter a market Reposition a product Prove ROI Reduce uncertainty Build a high-adoption product roadmap If you’re under pressure to justify a strategic move with evidence, that’s where our insights help most. What makes SlashData different from other research providers? How reliable is the data? Can this support a business case or budget proposal? How do you ensure credibility with our executive team? Do you replace internal research or complement it? I don’t see my company/product on the list. Can you benchmark us against our competitors? Is this relevant if we sell AI tooling? How long do projects typically take? Contact us First name* Last name* Work Email* Company * Role* Message I agree to SlashData's Privacy Policy and I want to be contacted * SUBMIT