aiqorxProduct assistants
Help users navigate information and next steps.
Web experiences / Artificial intelligence
Useful assistance, deliberately bounded.
AI features should solve a defined user problem with evidence that their quality is acceptable for the task.
Talk through your project
Technology in focusArtificial intelligenceInterfaces / Systems / Experiences
A connected engineering approach
- 01Experience
People, tasks, accessibility
- 02Application
Components, logic, integrations
- 03Foundation
Data, operations, maintenance
The architecture follows your product requirements.
01 / Where it fits
Built around
a real use case.
Information processing
Classify, extract, and summarize with reviewable outputs.
Decision support
Present relevant context while preserving human judgment.
02 / Architecture
The decisions
behind the build.
A sound foundation
Define the task and evaluation criteria before selecting a model. Design permissions, uncertainty, fallback behavior, and review into the experience.
The tradeoff to consider
AI behavior varies with inputs and model changes. Some tasks are better served by rules or a conventional search.
03 / Delivery & care
Make it work.
Keep it dependable.
Quality in the details
Review keyboard and screen-reader access, narrow screens, loading states, and recovery from failed requests. Measure the real page and interaction costs before release.
Understand
Review the users, existing systems, constraints, and definition of success.
Shape
Document the architecture, interfaces, risks, and delivery scope.
Build & validate
Review working increments against real use cases and failure conditions.
Handover & evolve
Prepare operating guidance, ownership, and a practical maintenance plan.
04 / A few useful questions
Before you begin.
Is Artificial intelligence the right choice for my project?
AI behavior varies with inputs and model changes. Some tasks are better served by rules or a conventional search.
Can we improve an existing application?
Start with a code and architecture review. The useful outcome is a clear decision about what to keep, improve, or replace, with the dependencies and delivery risks made explicit.
How are scope and cost determined?
The estimate depends on the workflows, integrations, platform requirements, and quality expectations. A focused discovery phase can reduce uncertainty before committing to the full build.
What happens after launch?
Agree on source ownership, documentation, monitoring, support responsibilities, and a maintenance plan as part of the engagement.
Something in mind?
Let's buildwhat's next.
A new website. A better product. A bigger possibility.It starts with a conversation.