- WordPress
- Redesign
Web apps withAI at the core.
An AI web app is a full web application where AI powers key features, such as an assistant that answers from your knowledge base or a tool that analyses uploaded documents.
Problem → solution
If this sounds familiar, ai web apps is the fix.
The problem
You want AI features but not a toy demo.
Our solution
A production app with accounts, permissions, history and billing around the AI.
The problem
Your knowledge is trapped in PDFs and wikis.
Our solution
An assistant that searches and cites your own content.
The problem
AI answers are inconsistent and hard to trust.
Our solution
Structured outputs, source citations and review workflows.
What’s included
What’s included.
- 01
Product and UX design
Interfaces designed for AI’s strengths and its limits.
- 02
Knowledge retrieval
Search over your documents with citations and access rules.
- 03
Workflows and agents
Multi-step tasks where AI drafts, checks and hands off to people.
- 04
Accounts and permissions
Secure login, roles and data separation.
- 05
Evaluation and monitoring
Test sets, feedback capture and quality dashboards.
- 06
Cost and speed tuning
Caching, model choice and streaming for a fast, affordable app.
How it works
Four steps. No surprises.
- 01
Define
Users, tasks and what good output looks like.
- 02
Prototype
A working prototype tested on real content.
- 03
Build
Production app with security and monitoring.
- 04
Improve
Measure quality and iterate.
Deliverables
What you walk away with.
- Production AI web app
- Evaluation set and quality dashboard
- Admin tools for content and users
- Documentation and handover
Fixes, migration and support
Already have this? We fix it, move it and look after it.
Not starting from scratch? We repair, migrate and maintain existing ai web apps work too.
Answer quality fixes
Improve retrieval, citations and guardrails.
Speed and cost fixes
Stream answers, cache results and cut model spend.
Security review
Check data handling, permissions and prompt-injection risks.
Integration repairs
Reconnect tools and data sources that stopped working.
Related work
All projects
- WordPress
- WooCommerce
- Ecommerce
- Redesign
- WordPress
- Redesign
AI web apps questions, answered.
Can the app answer from our own documents?
Yes. We build retrieval over your content so answers are grounded in your material and can cite sources.
Do you build chat interfaces only?
No. Many strong AI apps are forms, review screens or dashboards, with chat only where it helps.
How do you handle sensitive data?
We apply access controls, minimise what is sent to models and agree data handling rules before building.
Can you add AI to our existing app?
Yes. We can add AI features to an existing product through its API or codebase.
