AI Support Desk
A support assistant grounded in a company's own documentation, with a clean handoff to humans.
- Next.js
- TypeScript
- LLM APIs
- Vector search
Souhait HubSoftware Engineering & AI
Souhait Hub designs and develops intelligent websites, mobile applications, AI integrations and custom software solutions that help businesses launch, operate and grow.
Strategy
What the product has to achieve, and what it must not become.
High-performance corporate websites, landing pages, e-commerce stores, portals and digital platforms.
Every sector list below describes what we build for that industry. It is a capability map, not a client list.
The usual problem
You need something real in front of users quickly, without building an architecture you have to throw away at the first sign of traction.
What we would build
How it moves through your business
Your documents, records, enquiries and product content, connected securely.
The model reads, retrieves and reasons over that content, grounded in your sources.
A reply is sent, a field is filled, a lead is routed, a report is generated.
Faster responses, fewer manual hours and decisions made on better information.
Practical use cases
Common questions answered instantly from your own help content, with a clean handoff to a person.
Contracts, forms and invoices read and summarised, with the key fields extracted for review.
Spoken interaction for hands-free contexts, or for customers who would rather talk than type.
Products, content or next actions suggested from behaviour instead of a static rule.
Incoming enquiries scored and routed so your team opens the ones worth their time first.
Staff and customers find the right answer by describing the problem, not guessing the keyword.
The weekly summary assembled and delivered without anyone opening a spreadsheet.
Patterns surfaced from your own operational data, in language a manager can act on.
Interfaces and content that adapt to who is using them and what they have done before.
Understand the business, the users, the constraints and the objective.
Define scope, architecture, feature priority, timeline and technical direction.
Wireframes, user journeys, prototypes and the visual interface.
Frontend, backend, database, APIs and every required integration.
Usability, functionality, responsiveness, performance, accessibility and security.
Production infrastructure configured, product deployed, release verified.
Monitor, fix, improve performance and build what comes next.
The usual experience
Working with us
A template adjusted to fit your brand
An interface designed around your users and goals
Scope agreed in a chat thread
Scope, architecture and timeline written down first
Progress you hear about
Progress you can open on staging
Security reviewed at the end, if at all
Security decisions made during the build
Handover, then silence
Monitoring, updates and a team that knows the codebase
AI added because it demos well
AI applied where it removes measurable work
We start from what the business is trying to change, then decide what to build. Not the other way around.
A stack chosen for the next three years of the product, not for what is quickest to assemble today.
Interfaces are structured and prototyped before they are styled, so people can actually finish what they came to do.
Most of your traffic arrives on a phone. That is where the design starts and where testing begins.
Authentication, access control, validation and secret handling are part of the build, not a pass at the end.
Working software on a staging environment you can open, at every iteration. No status-report theatre.
We stay on after launch. The team that built it is the team that maintains it.
Practical experience integrating language models, assistants and workflow automation into production systems.
Measured on real devices and real connections, because that is where your users are.
We will tell you when a feature is not worth building. That conversation saves more money than any discount.
The layer your users judge you on. Fast, accessible, server-rendered where it counts.
Session handling, password storage and provider sign-in implemented against current practice.
Permissions enforced on the server, not hidden in the interface.
Input validated and typed at the boundary before it ever reaches your database.
Authenticated, rate-limited endpoints that expose only what the client actually needs.
HTTPS end to end, with certificates configured and renewed automatically.
Secrets held in the platform environment, never committed and never shipped to the browser.
Scoped credentials and restricted network access rather than one shared key.
Packages monitored for advisories and patched as part of ongoing maintenance.
Real-user metrics and error tracking so problems surface before customers report them.
Scheduled backups with a restore path that has been tested, not assumed.
Stateless services and sensible caching so traffic growth is a cost question, not a rebuild.
Collect what the product genuinely needs, and be explicit about where it is stored.
These are the engineering practices we build with. We do not hold, and do not claim, any formal security certification or compliance accreditation.
We can build a secure content-management and administrative layer so your authorised team runs the site without a developer in the loop.
Available as a scoped option on any project. It is not automatically included in every website, because not every website needs one.
What an authorised client can do
Let's Build
Whether you need a professional website, a custom application, an AI-powered platform or an automated business system, Souhait Hub can help you move from concept to launch.