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Low-Code AI
No-Code AI Platforms Bring AI to Everyone — Here is How
The next generation of AI platforms: No-Code AI
52 No-Code AI Tools: The Complete No-Code AI Guide (Updated January 2024)
15 Best No-Code AI Platform Tools (2024)
Automation
Gartner
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G2 Grid® for Workload Automation
Workplace Innovation Platforms
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Research Papers
Low-code No-Code Papers
Yan, Z. (2021). The Impacts of Low/No-Code Development on Digital Transformation and Software Development. ArXiv. /abs/2112.14073
Heuschkel, S. (2023). The impact of no-code on digital product development. ArXiv. /abs/2307.16717
Luo, Y., Liang, P., Wang, C., Shahin, M., & Zhan, J. (2021). Characteristics and Challenges of Low-Code Development: The Practitioners' Perspective. ArXiv. https://doi.org/10.1145/3475716.3475782
Bock, A.C., Frank, U. Low-Code Platform. Bus Inf Syst Eng 63, 733–740 (2021).
Liu, Y., Chen, J., Bi, T., Grundy, J., Wang, Y., Yu, J., Chen, T., Tang, Y., & Zheng, Z. (2024). An Empirical Study on Low Code Programming using Traditional vs Large Language Model Support. ArXiv. /abs/2402.01156
Rao, N., Tsay, J., Kate, K., Hellendoorn, V. J., & Hirzel, M. (2023). AI for Low-Code for AI. ArXiv. /abs/2305.20015
Hirzel, M. (2022). Low-Code Programming Models. ArXiv. https://doi.org/10.1145/3587691
Elshan, E., Dickhaut, E., & Ebel, P. (2023). An Investigation of Why Low Code Platforms Provide Answers and New Challenges. In Hawaii International Conference on System Sciences.
Related Research
Gupta, S., Verbruggen, G., Singh, M., Gulwani, S., & Le, V. (2023). Personalized action suggestions in low-code automation platforms. ArXiv. /abs/2305.10530
Cai, Y., Mao, S., Wu, W., Wang, Z., Liang, Y., Ge, T., Wu, C., You, W., Song, T., Xia, Y., Tien, J., Duan, N., & Wei, F. (2023). Low-code LLM: Graphical User Interface over Large Language Models. ArXiv. /abs/2304.08103
Consulting firms
Accenture Insights
Revolutionizing platforms through low-code/no-code
CIO’s challenge or secret weapon: Low-code/No-code
Power to the people!
Bain & Company
Six Trends Shaping the Future of Enterprise Technology
Baker Tilly Specialties
Low-code and no-code solutions
Boston Consulting Group
The CEO's Guide to AI Revolution
Capgemini Solutions
Enabling the citizen developer
Deloitte Perspectives
Low-code and no-code development platforms - Optimize innovation, business value, and digital transformation
Accelerate software development utilizing citizen developers - Citizen development: five keys to success
Unleash the force of Low-Code No-Code and empower your “Citizen Developers" - The answers you seek are within you...
EY Insights
Empowering actuaries with low-code/no-code solutions for innovation
Kearney
Are traditional tech vendor management practices obsolete in the age of GenAI?
KPMG Insights
Shaping digital transformation with low-code platforms
McKinsey Digital
Low-code/no-code: A way to transform shadow IT into a next-gen technology asset
Rethinking conventional wisdom: Future of digital tech infrastructure
Making software and data architectures more sustainable
Cloud adoption to accelerate IT modernization
Oliver Wyman
Technology Predictions For The Second Half Of 2021
PwC Insights
The rising popularity of Low-Code App Development
Roland Berger
The digital dilemma: Business and IT have fallen out of alignment
The rise of modern services - Navigating the transformation of the global service economy
Books
Low-code and No-Code
Low-Code/No-Code Citizen Developers and the Surprising Future of Business Applications
Digital Transformation
Digital Transformation - Survive and Thrive in an Era of Mass Extinction
Digital Hesitation
Why Digital Transformations Fail: The Surprising Disciplines of How to Take Off and Stay Ahead
How to Alleviate Digital Transformation Debt (excerpts and outline)
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BibSonomy - Amit Puri
Gartner Identifies the Top Five Strategic Technology Trends in Software Engineering for 2024
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Stack Overflow Developer Survey 2024
Stack Overflow Developer Survey 2023
PMI - Citizen Developer
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LowCode Workshop
101+ Cloud Computing Statistics That Will Blow Your Mind (Updated 2024)
32 Low Code/ No Code Statistics from Reputable Sources [2024]
Impressive Low-Code Statistics and Facts
56+ Critical Low-Code Statistics to Review for 2024
Sneak-peek into Top 10 Predictions for No-Code Low-Code Adoption by Businesses for 2024
How Low Code or No Code Revolutionize the Future of Software Development
Top 10 Low-Code/No-Code Trends for 2024: Accelerating Development
Datasets for Code Smells research
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Research material
How to Alleviate Digital Transformation Debt: post-COVID-19 by Dr Setrag Khoshafian
Why Digital Transformations Fail: The Surprising Disciplines of How to Take Off and Stay Ahead by Tony Saldanha
Digital Transformation Debt: Part I/II
How to Alleviate Digital Transformation Debt (excerpts and outline)
Will Low-Code and No-Code Development Replace Traditional Coding?
Software Quality: How Much Does It Matter?
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
GitHub Copilot
A Systematic Evaluation of Large Language Models of Code
Code Language Models
Research: quantifying GitHub Copilot's impact on developer productivity and happiness
The Prevalence of Code Smells in Machine Learning
MLLint
On the Feasibility of Transfer Learning Code
Should You Use a No-Code AI Platform? Limits and Opportunities
No-Code/Low-Code AI: New Business Models and Future of Data Scientists
Low-Code and No-Code Machine Learning Platforms
No-Code AI Map
Emerging Trends in Low-Code/No-Code Platforms in AI
Low-Code AI in Enterprise: Benefits and Use Cases
No-Code Machine Learning
Democratization of AI
Top No-Code Platforms
Decoding the What & Why Behind Low/No-Code AI: Does It Matter in 2022 & Beyond?
CodeSquire
Power BI Handover
How No-Code Platforms Are Filling the Developer Gap
Podcast: Understanding Power Platform's Evolution
10 Automation Mistakes to Avoid
Top 10 Low-Code Platforms That Will Gain Prominence in 2023
Four Causes of Technical Debt in DevOps
Remedy Risks of Digitalisation
The Impact of Culture on Code
Digital Transformation, Industry 4.0, Smart Manufacturing
Citizen Development: Are You Doing It the Right Way?
Innovation Managers and Low-Code/No-Code
Why Digital Transformation Debt Is Bad
Demythifying Enterprise Innovation
Coding Isn't a Necessary Leadership Skill, But Digital Literacy Is
Data-Centric Low-Code/No-Code Platforms and Solutions
HFS Research - Low-code No-code
Quora - Low-code Development Platforms
Reddit - Lowcode
Reddit - Nocode
Reddit - NocodeLowcode
AWS - What is iPaaS?
Solutions Review - Business Process Management Software Directory
NoCode Essentials
NoCode MBA
NoCode Tech
NoCode Journal
NoCode Founders
NoCode LowCode Resources
VynZ Research - Low-code Development Platform market
Nucleus Research
ROI Case Studies
Value Matrix
Low Code Application Platform (LCAP) Technology
Value Matrix 2023
Value Matrix 2022
Value Matrix 2021
Value Matrix 2020
iPaaS Technology
Value Matrix 2024
Value Matrix 2023
Value Matrix 2022
Value Matrix 2021
Value Matrix 2020
Database Technology Value Matrix 2023
NoSQL DBMS Technology Value Matrix 2024
Cloud Vendor TCO Calculators
Azure - Total Cost of Ownership (TCO) Calculator
AWS - Pricing Calculator
Google Cloud - Pricing Calculator
AWS EDP Guide
Power Platform Well-Architected Framework
Synergy Research Group reports
Cloud Market Growth Stays Strong in Q2 While Amazon, Google and Oracle Nudge Higher - 1st August 2024
Cloud Market Gets its Mojo Back; AI Helps Push Q4 Increase in Cloud Spending to New Highs - 1st Feb 2024
AI Helps to Stabilize Quarterly Cloud Market Growth Rate; Microsoft Market Share Nudges Up Again - 26th Oct 2023
Quarterly Cloud Market Once Again Grows by $10 Billion from 2022; Meanwhile, Little Change at the Top - 3rd Aug 2023
As Quarterly Cloud Spending Jumps to Over $50B, Microsoft Looms Larger in Amazon's Rear Mirror - 3rd Feb 2022
Citizen Developer @ Codes - 836 case studies
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Case study
Platform
Review case study on Ajinomoto Agro Solutions
Ajinomoto Agro Solutions
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Ajinomoto Agro Solutions
AuraQuantic
Review case study on Click Seguridad Jurídica
Click Seguridad Jurídica
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Click Seguridad Jurídica
AuraQuantic
Review case study on Fiducia Group
Fiducia Group
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Fiducia Group
AuraQuantic
Review case study on Four Consulting
Four Consulting
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Four Consulting
AuraQuantic
Review case study on Leadstrike
Leadstrike
LEADstrike Case Study Case Study - Xano | No Code Development Platform Get startedSolutions No-Code Developers Build without limitations Traditional DevelopersDevelop faster without sacrificing quality or scale TeamsCollaborate throughout the developent life cycle Development AgenciesMake client work easier with better handoff Enterprise Organizations Build scalable, secure software without the overheadTechnologySecurityPricingResources Connect Xano to ...Tutorials on how to connect Xano to a front-end Community Connect with other Xano Builders Marketplace Browse coaches and developers to help with your Xano needs Blog Resources on how to build secure, scalable backends. Learn Sharpen your skills with video tutorials.Log inGet started for freeLog in ☰ LEADstrike Case Study customer aquisition marTech fitness API referral program LEADstrike is a member acquisition and automation system used by gym owners. It uses cutting-edge marketing automation techniques to get the people who are already on a gym’s website to actually try the gym. One of the ways that owner Chris Duncan grows LEADstrike is by inviting every new customer to participate in a referral program. Visit company website Challenge “We offer a 30-day free trial,” Chris shares, “so by the time a customer signs up they’re already super-excited about the results they’re getting. For our referral program, we really want to catch people right then, when they’re pumped up. But our manual process for setting up the referral program for new customers was so time-consuming that it often took a week or so for us to get to it.” When Chris first looked into automating the referral setup for new customers he ran into roadblocks. Chris wanted to connect LEADstrike’s payment processing, referral software and email platform. Unfortunately, Zapier, the solution that is often used in situations like this, could not make this happen. Solution Chris found out about Xano, the no-code backend platform that can connect any software programs using an API integration. Although Chris was initially concerned about whether Xano would be as buggy as other no-code software he’s had experience with in the past, he quickly discovered that Xano is both “well-developed and super-reliable.” Not coming from a technical background himself, Chris hired an experienced Xano user to help him develop his automation. In just one hour over a Zoom call the initial version was completed—something that would have taken a developer two days to code from scratch! Chris later spent another hour adding additional functionality on his own. Now all the LEADstrike team needs to do is get a new customer set up for payment processing and the automation takes over from there. The customer is added as a promoter in their referral software, a custom referral affiliate link is created, an email is sent and then another email is sent two days later. Those emails explain the referral program, provide the affiliate link and offer a special 33% recurring royalty rate for the first 30 days. Then, 30 days later, the customer is automatically moved to a 20% recurring royalties program, thanks to the Xano “Tasks” feature. Chris points out that they never would have instituted the two-tiered royalty program or the second email without Xano. “Doing this manually,” Chris admits, “would have added too much to our plate.” Results Chris is thrilled that Xano made something possible that wasn’t possible before. Using Xano to automate their referral program set-up and invitation process has saved the LEADstrike team a tremendous amount of time. Plus, between the fact that the emails are now being sent right away and the extra incentive for participants to start referring others to LEADstrike in the first 30 days, the entire program is now significantly more successful. Chris’ advice to other business owners who are considering developing an app or automating a process: “You can hire a developer to write code—or you can simply use Xano to do what you want to do. Using Xano will be a lot cheaper, and if you ever want to make a change, you’ll be able to do it yourself. So why not try that first?” Discover more studiesUnico Connect Case StudyBy using Xano for their backend development tasks, Unico Connect has been able t...Read Case StudyTongo Case StudyOver the course of four years, Tongo spent roughly $75,000 in three unsuccessful...Read Case StudyBuild without limits on a secure, scalable backend. Unblock your team’s progress and create a backend that will scale for free. Start building for free©2024 Xano. All Rights Reserved. CompanyAboutContact usCareersPartner with usTwitterProductSnippetsTechnologyConnectSecurityPricingSolutionsCitizen developerTraditional developerDev AgenciesCase studiesLegalPrivacy policyTerms & ConditionsGeneral DisclaimerCookie PolicySLAResourcesBlogDocumentationMarketplaceLearn XanoCommunityFAQTrust center
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Leadstrike
Xano
Review case study on Personal Paraguay
Personal Paraguay
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Personal Paraguay
AuraQuantic
Review case study on Pret Communique
Pret Communique
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Pret Communique
AuraQuantic
Review case study on Q-Safety
Q-Safety
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Q-Safety
AuraQuantic
Review case study on Rapha
Rapha
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9
Rapha
Netlify CMS
Review case study on Serikat
Serikat
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10
Serikat
AuraQuantic
Review case study on Sernageomin
Sernageomin
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Sernageomin
AuraQuantic
Review case study on Solidarity And Social Investment Fund – Fosis
Solidarity And Social Investment Fund – Fosis
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12
Solidarity And Social Investment Fund – Fosis
AuraQuantic
Review case study on Todosistemas Sti
Todosistemas Sti
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Todosistemas Sti
AuraQuantic
Review case study on Tongo
Tongo
Tongo Case Study Case Study - Xano | No Code Development Platform Get startedSolutions No-Code Developers Build without limitations Traditional DevelopersDevelop faster without sacrificing quality or scale TeamsCollaborate throughout the developent life cycle Development AgenciesMake client work easier with better handoff Enterprise Organizations Build scalable, secure software without the overheadTechnologySecurityPricingResources Connect Xano to ...Tutorials on how to connect Xano to a front-end Community Connect with other Xano Builders Marketplace Browse coaches and developers to help with your Xano needs Blog Resources on how to build secure, scalable backends. Learn Sharpen your skills with video tutorials.Log inGet started for freeLog in ☰ Tongo Case Study web-based marketing hospitality business deals entertainment recommendation engine VIP events Having spent seven years heading up a luxury wine tour and transportation business, Tongo CEO Michael Gahan understood that guests at high-end hotels are looking for unique experiences. They want to know the best things to do in the area—where to eat, where to play, what live events are happening during their stay, and more. Meanwhile, he saw that in today’s 5-star-review-driven marketplace, it has become imperative for hotels to ensure that guests’ 5-star experiences continue when they venture off the hotel property. Michael’s solution to these issues is Tongo. Michael conceived of Tongo as being a web-based, hotel-branded app that would enable hotels to deliver trusted recommendations, VIP experiences and curated events. Visit company website Challenge Unlike many founders of app-based businesses, Michael had no background in technology. Consequently, as he puts it, he made a lot of mistakes. Over the course of four years, Tongo spent roughly $75,000 in three unsuccessful attempts to have the app made. “We’d get something built,” Michael says, “and then find out it wouldn’t do what we wanted it to do. So we’d find a new development team, and they’d insist on starting over. At the end of the day, we were left with three different codebases, all of which were completely unusable!” Solution After the company’s third unsuccessful attempt to get the Tongo app made, Michael discovered Xano, the no-code backend development platform that easily connects to any front-end. “A problem we had in the past,” Michael explains, “is that no one wanted to take on the tech debt of someone else’s complex backend. Xano solved this by eliminating the need for backend coding completely. This slashed development costs and gave us the ability to work with different front-end developers because any front-end developer can easily understand how Xano interacts with APIs.” Results By using Xano for the app’s back-end, Tongo was able to launch their app in a matter of months. The Tongo app had all of the features and functionality that Michael had envisioned—and was developed for about one-fifth the cost of each of the company’s three failed development attempts. “The best part about using Xano,” Michael shares, “is the combination of low cost and speed to market. Plus, because of the way that Xano is designed with no code, we have been able to iterate on our product rather quickly. With a new product, these early iterations can make or break the company. I’d highly recommend a Xano backend for anyone who wants to quickly, easily, and cost-efficiently get their product to market, especially startups that are still trying to determine the ideal product/market fit.” Discover more studiesUnico Connect Case StudyBy using Xano for their backend development tasks, Unico Connect has been able t...Read Case StudyLEADstrike Case StudyOne of the ways that owner Chris Duncan grows LEADstrike is by inviting every ne...Read Case StudyBuild without limits on a secure, scalable backend. Unblock your team’s progress and create a backend that will scale for free. Start building for free©2024 Xano. All Rights Reserved. CompanyAboutContact usCareersPartner with usTwitterProductSnippetsTechnologyConnectSecurityPricingSolutionsCitizen developerTraditional developerDev AgenciesCase studiesLegalPrivacy policyTerms & ConditionsGeneral DisclaimerCookie PolicySLAResourcesBlogDocumentationMarketplaceLearn XanoCommunityFAQTrust center
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Tongo
Xano
Review case study on Ventanilla Única De Inversión (Vui)
Ventanilla Única De Inversión (Vui)
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15
Ventanilla Única De Inversión (Vui)
AuraQuantic
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