- 29th September, 2026
- By Rob Lawson
Navigating the AI Evolution: Survival Strategies for SaaS Vendors
Over the past two decades, many businesses moved away from building their own software. Subscriptions offered a faster and more predictable alternative to building and maintaining tools in-house, so custom development became less common for many businesses.
But if you have ever paid for a platform where you only use a handful of features, or kept a side spreadsheet running because your software cannot quite do what you need, you will know the frustration. It rarely feels like a high cost in any single month. Across a year, and across several tools, it adds up.
The AI evolution is now reopening the build-or-buy question. In software development, the AI evolution refers to the growing use of artificial intelligence to accelerate coding, prototyping, testing, documentation and software customisation. As AI-assisted development makes it possible to build and adapt some software much faster, many business owners are asking why they keep paying for platforms that only half fit the way they work. For SaaS vendors, that question is a serious consideration. For businesses, it is an opportunity that comes with real risk.
How the AI Evolution Is Changing SaaS Software
In the late 1990s and early 2000s, SaaS software gained traction because it removed much of the burden of building and maintaining tools in-house. Businesses accepted a trade-off: pay a predictable fee, and adjust some of their processes to suit the product.
That trade-off is now being tested. AI and software development have moved closer together, changing how businesses approach customisation and development. AI-assisted coding, prototyping, testing and documentation can reduce the effort involved in some development tasks, although human oversight remains important for architecture, security and quality.
AI-assisted development is also making it increasingly practical for smaller teams to build tailored systems that combine functions previously spread across several SaaS subscriptions. This does not mean every subscription is about to be cancelled. It does mean that “good enough for most businesses” is no longer a comfortable place for a vendor to sit.
For SaaS vendors, the pressure is likely to come from three directions: faster product development, greater demand for personalisation and closer scrutiny of subscription costs. Vendors that can meet those expectations without compromising reliability and support will be better positioned to retain customers.
Why Bespoke Software Is Appealing Again
Bespoke software offers something SaaS rarely can: a tool built around how your business actually runs. Business owners are drawn to it for a few clear reasons:
–Better fit: No more workarounds for features you never use or are missing.
–Potentially lower long-term cost: Consolidating several subscriptions into one tailored system can reduce recurring licence costs, although development and maintenance still need to be accounted for.
–Control: You decide what gets built, changed or retired.
–Integration: Custom software can be designed around the systems, data and workflows a business already uses rather than forcing teams to move between disconnected platforms.
The appeal is genuine. But it is only half the story.
The Hidden Risks of Building Bespoke Software
Building your own system means you are no longer just a software buyer. You are running a small software operation, and every update, security patch and new feature becomes your responsibility. Before committing, business owners should think through:
–Maintenance: Bugs do not fix themselves. Someone needs to own the roadmap and keep the system relevant.
–Security: Who manages backups, user access and data protection?
–Documentation: If the person who built it leaves, can someone else pick it up?
–Scalability: A system that works well for a small team may not be suitable when the business grows. Infrastructure, permissions, integrations and performance need to be considered from the beginning.
–Dependence on AI tools: If the platform you built on changes its pricing, features or terms, what is the backup plan?
Undocumented software can quickly become a costly dependency. The business depends on a system that nobody fully understands, and that can be expensive to maintain or untangle.
How SaaS Vendors Can Adapt to the AI Evolution
Established vendors still hold real advantages: deep domain knowledge, proven infrastructure and dedicated customer support. Those strengths matter, but they will not protect a vendor that stands still. Practical survival strategies include:
Use AI to build faster. Shorter development cycles can let vendors respond to customer requests before those customers look elsewhere.
Offer more flexibility. Configurable modules and open integrations reduce the “it only partly fits” complaint that pushes buyers towards bespoke builds.
Review pricing. If customers can compare your annual fee against the potential cost of a custom build, the value needs to be obvious.
Acquire or partner. Buying or working with AI-driven startups can be a faster route to new capability than building everything from scratch.
Lean on trust. Support, compliance, security and reliability are difficult for a one-off custom build to match.
New, leaner vendors will also enter the market, offering tailored products at lower prices. Established players need to move with that in mind.
The goal is not necessarily to compete with every bespoke development project. It is to make the SaaS product flexible, reliable and valuable enough that customers have a clear reason to keep using it.
Where a WaaS Solution and Website Development Fit In
The same shift is playing out in website development. Many businesses are moving away from one-off builds and towards a WaaS solution (Website as a Service), where design, hosting, maintenance and updates are bundled into one ongoing arrangement.
WaaS follows a similar principle to modern SaaS: businesses get ongoing access to a service without taking full responsibility for the underlying technology. The difference is that the website can be tailored more closely to the business while the provider manages the technical infrastructure and ongoing improvements.
For vendors in any category, this model is worth studying. It shows how a service can stay flexible and personalised while still delivering the predictability and support that made SaaS attractive in the first place.
For a business owner, it is a middle path: more tailored than a generic template, with far less responsibility than owning and maintaining everything yourself.
Why AI Visibility Matters for SaaS Vendors
There is another change vendors cannot ignore. Buyers are increasingly using AI tools such as ChatGPT, Gemini and Perplexity to research and compare software, rather than relying only on traditional search results.
An AI visibility audit is about whether your brand is mentioned, cited or recommended in those answers. For SaaS vendors, this changes the discovery journey. A potential customer may ask an AI platform to recommend accounting software, CRM tools or project management platforms before visiting a vendor’s website.
If a company is not represented clearly in the information AI systems use to form those answers, it may be harder for that brand to enter the consideration stage. To improve AI visibility, vendors should:
–Publish clear, direct answers to the questions buyers actually ask.
–Keep product information, pricing and comparisons accurate and easy to find.
–Build credibility through genuine expertise, reviews and consistent content.
–Create useful content that clearly explains the problems their product solves.
–Maintain consistent information across their website and other trusted online sources.
Vendors that consistently appear in relevant AI-generated answers may have more opportunities to enter the consideration stage, while poor AI visibility can make a brand harder for potential buyers to discover.
How to Decide: Build, Buy or Outsource
Smart businesses will not rush to replace every SaaS platform, and they will not ignore the option either. The better approach is to decide tool by tool.
Whatever approach is chosen, businesses should ask:
— Which areas genuinely benefit from customisation?
— Are the risks of owning that software manageable for our team?
— How could regulation or technology changes affect this decision over the next few years?
— Which functions are better shared with a reliable partner who understands modern IT?
Some tools will suit a bespoke build. Others are better kept as subscriptions. A mix is often the most practical answer.
Conclusion
The AI evolution is changing the way businesses think about software. As AI-assisted development makes bespoke solutions more accessible, the traditional choice between building and buying is becoming less straightforward. SaaS still offers important advantages, but businesses now have more options for creating technology that fits their specific needs.
For SaaS vendors, this means demonstrating value through flexibility, reliability, support and continuous improvement. For businesses, it means looking beyond the upfront cost and considering the long-term responsibilities, security, maintenance and scalability of any solution they choose.
There is no one-size-fits-all answer. The right approach depends on the business, its processes, resources and long-term goals. What matters is making the build, buy or outsource decision with a clear understanding of both the opportunities and the responsibilities involved.
Talk to The Digital Assassin
Considering a bespoke solution, a WaaS solution or a stronger AI visibility strategy? The Digital Assassin can help you assess your options and choose an approach that fits your business needs, from website development company Melbourne services and ongoing digital support to AI-focused discovery strategies. Book a discovery call.
Frequently Asked Questions
The AI evolution refers to the growing use of artificial intelligence across software development, including coding, prototyping, testing, documentation and software customisation. It is changing how businesses approach the cost, speed and flexibility of software development.
Bespoke software is custom-built for one business, designed around its specific processes rather than a general market. It is different from SaaS software, which is built for many customers and typically provided through a subscription model.
Yes, AI-assisted development can make some custom software projects faster and more accessible. However, SaaS platforms still provide advantages such as ongoing support, established infrastructure, security processes and regular product updates.
SaaS provides access to software through an ongoing service or subscription, while WaaS applies a similar service model to websites. A WaaS solution typically combines website development, hosting, maintenance and ongoing updates into one arrangement.
The main risks include ongoing maintenance, security, scalability, poor documentation and reliance on third-party AI tools. The business also takes on responsibility for updates, fixes, infrastructure and the long-term development of the system.
SaaS vendors can improve AI visibility by publishing clear answers to customer questions, keeping product and pricing information accurate, demonstrating genuine expertise, earning credible reviews and maintaining consistent information across trusted online sources.