API requests
Validate the shape of untrusted incoming data.
aiqorxBackend & data / Zod validation
Zod describes runtime schemas for parsing inputs and returning structured validation failures.
Talk through your project
A connected engineering approach
People, tasks, accessibility
Components, logic, integrations
Data, operations, maintenance
The architecture follows your product requirements.
01 / Where it fits
Validate the shape of untrusted incoming data.
Share clear input rules with the interface.
Normalize provider responses before use.
02 / Architecture
Treat schemas as contracts and preserve actionable error paths. Separate format validation from business permissions and database constraints.
A valid data shape does not mean the requested action is allowed or the record is accurate.
03 / Delivery & care
Test authorization, schema changes, concurrency, timeouts, and recovery. Inspect operational logs and rehearse restoring data and rolling back a release.
Review the users, existing systems, constraints, and definition of success.
Document the architecture, interfaces, risks, and delivery scope.
Review working increments against real use cases and failure conditions.
Prepare operating guidance, ownership, and a practical maintenance plan.

Related work / Documented implementation
A cinematic digital experience and a connected service platform for Catch A Brake, bringing the customer journey, booking, parts discovery, and business operations into one product vision.
Explore the project04 / A few useful questions
A valid data shape does not mean the requested action is allowed or the record is accurate.
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.
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.
Agree on source ownership, documentation, monitoring, support responsibilities, and a maintenance plan as part of the engagement.
Something in mind?
Let's build