Customer portals have become a useful part of how businesses work, particularly when customers need access to information without having to contact someone every time.
A client might want to check an order, download an invoice, update their details, submit a support request or see the progress of a project. In theory, all of this can happen in one place.
In practice, many businesses end up stitching together different tools to make it happen.
That is partly because customer portals tend to reflect the way a particular business operates. A standard software product may cover some of the requirements, but rarely all of them.
AI-powered development is making it easier to consider a more tailored approach.
A customer portal is more than a login page
It is easy to think of a portal as a website with a username and password.
The useful part comes after the customer signs in.
What information should they see? Which actions should they be able to take? Does the portal need to connect with a CRM, payment system or internal database? Should different customers have access to different information?
A business might want clients to approve documents, track service requests and communicate with a support team. Another might need customers to view bookings, make payments and receive updates.
The requirements can vary dramatically even when both businesses call the product a “customer portal.”
Off-the-shelf software doesn’t always fit
Buying an existing product is often the sensible starting point. If a platform already does what the business needs, there is little reason to build something from scratch.
The problem appears when the company’s process is slightly unusual.
Perhaps the portal needs to pull information from three different systems. Maybe customers need to complete a particular approval process that standard software doesn’t support. Or the business wants the portal to reflect its own terminology and workflow rather than forcing customers through a generic interface.
Those gaps can lead to manual work behind the scenes, which defeats some of the purpose of having a portal in the first place.
AI makes customisation easier to explore
This is where AI-assisted development can be useful.
Instead of beginning with a blank coding environment, a business can describe the customer experience it wants to create. The development platform can then generate an initial version and connect the different technical pieces required to make it function.
The important word here is “initial.”
A portal will almost certainly need changes after employees and customers start using it. Some information may turn out to be unnecessary. A particular step might need to be moved. New requirements may emerge once the business sees how people actually interact with the system.
Being able to make those changes without rebuilding the entire application can make the development process much more manageable.
Emergent takes the full application approach
Emergent is an AI-powered development platform that can turn natural-language instructions into full-stack applications.
For a customer portal, that can mean creating the interface customers interact with while also handling the backend, database, APIs and business logic supporting it. External services can also be connected when a project requires them.
The same platform can be used for other business applications, including dashboards, internal tools, SaaS products, booking systems, websites and mobile apps.
Projects don’t have to remain frozen after the first build either. Users can continue giving instructions to change the application as requirements evolve. For teams with developers, GitHub integration provides another way to work with the project through an established version-control process.
Pricing depends on the size of the project
Emergent’s entry-level option is Free, with 10 monthly credits and access to web and mobile development, core platform features, one-click LLM integration and its latest AI models.
The Standard plan is $20 per month or $204 annually. It increases the allowance to 100 monthly credits and includes private project hosting, GitHub integration and task forking. Users can also buy additional credits separately.
For more demanding projects, Pro costs $200 per month or $2,004 annually. It comes with 750 monthly credits and adds a one million-token context window, high-performance computing, custom AI agents, advanced reasoning capabilities and priority customer support.
The real benefit is having a portal built around the business
A customer portal doesn’t automatically improve an experience simply because it exists.
If customers have to hunt through several screens to find basic information, or employees still have to manually update half the data behind the scenes, the portal hasn’t solved much.
The value comes from designing the experience around what customers actually need and how the business actually operates.
That is where AI-assisted development could prove useful. It lowers the effort involved in getting a customised application off the ground, which gives businesses more scope to test different approaches rather than settling for the closest off-the-shelf option.
For companies with a customer journey that doesn’t fit neatly into existing software, that flexibility could be worth exploring.
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