Software integration is a major challenge for organizations adopting AI. MuleSoft's 2026 survey of 1,050 IT leaders found that surveyed organizations managed an average of 957 applications but had connected only 27% of them. In the same survey, 82% of IT leaders cited data integration as one of their biggest challenges when using AI.
AI-powered no-code platforms like Hercules offer a way for businesses to replace fragmented software tools with custom applications. This approach can combine business functions in one system while connecting external services when needed. Businesses can build software by describing what they need instead of coordinating traditional development teams across multiple tools.
Key takeaways
- Software integration gap: Organizations manage an average of 957 applications, but only 27% are connected, according to the 2026 Connectivity Benchmark Report.
- AI adoption challenges: 82% of IT leaders identify data integration as a major challenge when implementing AI.
- Integration ROI: A Microsoft-commissioned Forrester study modeled 295% ROI over three years for a composite organization using Azure Integration Services.
- Software cost savings: Kingdom Construction saves $30,000 annually by replacing four software vendors, while Petony Transportes avoided $230,000 in outsourced development costs.
- Built-in integrations: Hercules App Integrations supports connections to 250+ external services, including Notion, Linear, and Slack, through its early-access feature.
1. Surveyed enterprises averaged 957 applications but connected only 27%
According to the 2026 Connectivity Benchmark Report, based on a global survey of 1,050 IT leaders, organizations manage an average of 957 applications, but only 27% are connected. This leaves 73% of business software operating in silos, creating duplicate data entry, manual workarounds, and delayed decision-making. The gap between the apps businesses use and the apps they have connected explains why integration has become a strategic priority.
MMA Plumbing faced this problem. The company was running Exact, Visma, and several other disconnected systems before building a 46-module unified operating system on Hercules.
2. 68% of surveyed SaaS leaders report substantial integration maintenance workloads
According to the 2026 State of Agentic Integrations Report, 68% of surveyed business-to-business software-as-a-service (SaaS) leaders said their engineering teams spend at least a quarter of their time maintaining existing integrations. The report surveyed 600 leaders, primarily from mid-market and enterprise SaaS companies. Authentication changes, API updates, and integration failures create ongoing work even after connections are built.
3. 75% of surveyed SaaS companies reported integration builds lasting 3 months or longer
The 2024 State of SaaS Integrations Report, based on a 2023 survey of more than 100 B2B SaaS companies, found that 75% of respondents said building a single integration took three months or longer. Researching third-party APIs, developing connections, and testing workflows all contribute to these timelines. The result highlights the resources required to connect software systems.
4. 84% of surveyed software companies say integrations are very important or a key customer requirement
In the same survey of B2B SaaS companies, 84% of respondents said integrations were "very important" or a "key requirement" for their customers. This reflects the importance software providers place on connecting their products with customers' existing tools. If your customer relationship management (CRM) system cannot communicate with your accounting system, both become less useful.
5. 82% of IT leaders identify data integration as a major AI challenge
The 2026 Connectivity Benchmark Report found that 82% of IT leaders cite data integration as one of the biggest challenges their organizations face when using AI. AI models need access to relevant business data, but when that data is trapped in disconnected systems, AI projects can stall before they start.
Hercules addresses this by building applications with the frontend, backend, database, and AI capabilities available in one environment. Users can add AI text generation, image creation, or chatbot functionality to their applications without separately configuring model-provider API keys.
6. AI-related data movement grew 690% among Fivetran customers
According to Fivetran's analysis, AI-related data movement grew 690% among its customers in 2024 compared with 2023. The analysis measured the volume of data moved by Fivetran customers, not AI adoption across all businesses. This increase highlights the growing data requirements of AI systems, which depend on reliable access to information from different sources.
7. 96% report difficulties using business data for AI
The 2026 Connectivity Benchmark Report found that 96% of surveyed IT leaders reported barriers to using data across their businesses for AI initiatives. These findings show that access to business data remains a common challenge for organizations adopting AI. Disconnected applications and outdated infrastructure can make it harder to provide AI systems with relevant information.
8. 86% of IT leaders worry AI agents could add complexity without proper integration
The 2026 Salesforce Report found that 86% of IT leaders were concerned that AI agents could introduce more complexity than value without proper integration. AI agents are systems that can take actions on behalf of users, such as processing orders or responding to customer inquiries. These agents need reliable connections with business systems to complete tasks without creating disconnected workflows.
9. Kingdom Construction replaced four software vendors
Kingdom Construction reports saving $30,000 annually after consolidating four software vendors into one Hercules-built operations application. The savings are customer-reported and are not guaranteed for other businesses.
10. Global Connectors saves 200 work hours monthly
Global Connectors reports saving 200 hours per month after building its accounting ERP on Hercules. The system consolidates accounting activities previously handled across separate workflows.
11. MMA Plumbing consolidated 46 operational modules
MMA Plumbing built a 46-module operating system on Hercules. The system brings accounting, invoicing, field operations, and customer management into one application.
12. Integrations were discussed in 60% of surveyed SaaS sales deals
The 2024 State of SaaS Integrations Report found that integrations came up in approximately 60% of sales deals reported by surveyed B2B SaaS companies. For software companies, this suggests that integration capabilities can influence purchasing decisions. For software buyers, it signals that integration should be a core evaluation criterion, not an afterthought.
13. 67% of surveyed SaaS companies invest in integrations to improve close rates
The same report found that 67% of surveyed companies invest in integrations to improve close rates, making it the top reported reason for integration investment. This reflects the importance of supporting customers' existing software when competing for new business.
Helixon Law built 40+ applications on Hercules and increased client close rates by 30% through automated proposal generation. The firm reduced a five-hour process to approximately 40 minutes by combining client data, document generation, and delivery into a single system.
14. 68% of surveyed SaaS leaders report deals lost or delayed over integration security
The 2026 State of Agentic Integrations Report found that 68% of surveyed B2B SaaS leaders had lost or delayed an enterprise deal because of integration security or compliance concerns. The survey included 600 leaders, with more than 60% working at companies with at least 500 employees. The finding shows that integration security requirements can affect sales outcomes, especially when enterprise buyers need clear answers about data access, storage, and permissions.
15. 68% of surveyed SaaS companies cite improved close rates from integrations
Merge's 2026 State of Product Integrations Report found that 68% of surveyed B2B SaaS companies cited improved sales close rates as a benefit of product integrations. The research surveyed 160 product managers and engineers from B2B SaaS companies with at least 50 employees. The finding suggests that integrations can support sales by helping software products work with tools buyers already use. It does not establish the size of the resulting sales increase for every company.
16. 98% of surveyed SaaS leaders report customers with integrations are less likely to churn
The 2025 State of SaaS Integrations Report found that 98% of surveyed SaaS leaders reported customers using integrations were less likely to churn. The report gathered responses from more than 100 SaaS leaders. When software becomes part of a customer's existing workflow, replacing it may require additional work across connected systems. This finding reflects respondents' reported experience, not a measured 98% reduction in churn.
17. Crossbeam reported 58% lower churn among integration users
Crossbeam's 2023 State of the Partner Ecosystem research reported that integration users were 58% less likely to churn. This retention advantage can increase customer lifetime value and reduce the need to replace lost customers. The figure is specific to Crossbeam's research and should not be treated as a universal churn rate.
Kingdom Construction saved $30,000 annually by replacing four disconnected software vendors with a single Hercules-built system. The unified system reduced duplicate data entry and manual work across its operations.
18. 81% of surveyed SaaS companies cite higher customer retention from integrations
Merge's 2026 State of Product Integrations Report found that 81% of surveyed B2B SaaS companies cited higher customer retention as a benefit of product integrations. This was 28 percentage points higher than the previous year's reported result. The findings suggest that integrations are becoming more important to SaaS customer retention, although the survey does not establish a specific retention improvement for each company.
19. 63% of surveyed SaaS companies invest in integrations to improve retention
The 2024 State of SaaS Integrations Report found that 63% of surveyed companies invest in integrations to improve retention. The reported figures show that SaaS companies invest in integrations for both customer retention and sales conversion. Keeping customers connected to useful workflows can be an important consideration when planning an integration strategy.
20. No-code AI platform market projected to reach $75.14 billion by 2034
The global no-code AI platform market was valued at $6.56 billion in 2025 and is projected to reach $75.14 billion by 2034, at a 31.13% compound annual growth rate (CAGR). This forecast covers no-code AI tools for tasks such as automated machine learning, data preparation, and predictive analysis. It is broader than conversational AI app builders such as Hercules.
21. Gartner forecast 70% of new enterprise applications would use low-code by 2025
Gartner previously forecast that 70% of new enterprise applications would use low-code or no-code technologies by 2025. Low-code platforms reduce the amount of traditional programming required to build software. This historical forecast reflected expectations of greater low-code and no-code adoption, but it does not establish the actual adoption rate reached in 2025.
Petony Transportes built a complete logistics enterprise resource planning (ERP) system on Hercules without hiring developers. The company's founder, Pedro Amaral, avoided a $230,000 agency quote and launched in two months rather than the eight months an agency quoted.
22. iPaaS market projected to reach $108.76 billion by 2034
The global integration platform as a service (iPaaS) market is projected to grow from $19.15 billion in 2026 to $108.76 billion by 2034, at a 24.20% CAGR. iPaaS refers to cloud-based platforms that help businesses connect applications and data. The market growth reflects demand for integration solutions that do not require traditional infrastructure management.
23. Data integration market estimated at $19.21 billion in 2026
The global data integration market is estimated at $19.21 billion in 2026 and is projected to reach $51.82 billion by 2035. Data integration refers to the process of combining data from different sources into a unified view. As businesses add more applications, they need more integration infrastructure to keep systems connected.
How Hercules solves integration challenges for modern businesses
The Hercules app builder lets businesses create custom applications that combine data, workflows, and AI features. Instead of maintaining disconnected tools, teams can build unified systems and connect external services when needed.
Hercules addresses integration challenges in three ways:
- Built-in database: Applications can share a database, reducing the need to synchronize information across separate systems and helping teams manage business data in one place.
- App Integrations: Hercules App Integrations supports connections to 250+ external services, including Notion, Linear, and Slack. The feature is currently in early access.
- Built-in AI Gateway: The Hercules AI Gateway supports text generation, image creation, and chatbots without separate model-provider API keys. AI inference uses Hercules Cloud resources.
Global Connectors reports saving 200 hours monthly by consolidating accounting workflows, while Imjomat reports 2.4x revenue growth after launching a Hercules-built website. These are individual customer outcomes, not guarantees. Commercial use requires a Business or Enterprise plan. Businesses should account for subscriptions, AI Credits, Cloud Credits, third-party costs, testing, and maintenance.
Frequently asked questions
What are the primary benefits of integrating business software systems?
Integrated software systems reduce manual data entry, eliminate duplicate records, speed up decision-making, and enable AI adoption. A 2023 Microsoft-commissioned Forrester study modeled 295% ROI over three years for a composite organization using Azure Integration Services. Petony Transportes reported 20% revenue growth after replacing disconnected systems with a unified ERP built on Hercules.
How does AI contribute to more effective software integration?
AI can automate data mapping, identify integration errors, and support intelligent workflows. However, 82% of IT leaders identify data integration as a major challenge when using AI. AI needs access to relevant, connected data to function effectively. Platforms like Hercules provide AI capabilities that can be added to applications using their business data.
Can small businesses benefit from software integration?
Yes. Small businesses can benefit from reducing duplicate work and replacing disconnected software systems. Kingdom Construction, a Texas general contractor with five employees, saves $30,000 annually after replacing four software vendors with a unified Hercules-built system.
What is the role of APIs in modern software integration strategies?
Application programming interfaces (APIs) allow software systems to communicate and share data. Hercules App Integrations let applications connect with 250+ services, including Notion, Linear, and Slack, through its early-access integration feature. APIs enable businesses to connect their custom applications to existing tools without rebuilding every function.
How can Hercules help my business with software integration?
Hercules lets you build unified business applications instead of maintaining separate tools for every workflow. The platform provides a database, serverless backend, authentication, payment processing, email, and AI capabilities in one environment, subject to applicable plan and usage conditions. MMA Plumbing built a 46-module operating system replacing Exact and Visma, avoiding agency quotes of at least €250,000.