ONE PROBLEM. ONE CHECKED RESULT.
A Java or Python backend error, a failing test, or a broken script: describe the observable failure and the result you expect. We first check whether it is a fit, then agree on scope, price, and acceptance checks before work starts.
No payment, code upload, or account required to ask for a quote.
THE FIRST PAID RESULT
Describe the failure first. We check whether it is reproducible and within one bounded task, then propose a written scope, price, acceptance checks, and delivery date. There is no charge to ask.
A whole application, multiple unrelated defects, emergency production access, and unknown third-party dependencies need a separate scope. Unclear issues may need a limited diagnostic first.
Do not send credentials, private repository links, customer data, or source code through the public form. Use of third-party AI with private project material requires your written approval.
GOOD FITS
These are example scopes, not claims about past client projects.
BACKENDFor example, a Spring Boot or Python API fails for a specific valid request.
TESTSA repeatable failure after a dependency, environment, or code change.
WORKFLOWA bounded batch task with a known input and an incorrect or missing output.
Need a new feature, API integration, or a larger automation instead? See other scoped technical services
Want to see how we test a failure path? Read an internal API reliability case
REQUEST A FIT CHECK
Share the language/framework, a redacted error message, how to reproduce the failure, and what would count as fixed. We reply with fit questions or a written scope and quote. No work begins before scope and payment terms are accepted.
Online submission stores this text and your contact details for project review. We review enquiries manually and reply by email from contact@data-preflight.com. The optional AI assessment is off unless you check its separate consent box. No file is uploaded.