Logistics artwork

Shipwise case study

AI dispatch for same-day delivery

Shipwise partnered with TechXntra to design, build and launch a product that scales with their growth.

8 wksTo production
-27%Fuel per route
31%More deliveries/day

Shipwise ran its core product on a platform their team could no longer move fast on.

Shipwise partnered with TechXntra to design, build and launch a product that scales with their growth. Every release was risky, costs kept rising, and the people who understood the original code had moved on. Standing still was no longer an option.

Releases took weeks

Every change needed a manual test cycle, so small fixes waited for big release windows.

Cloud costs kept rising

Over-provisioned servers ran around the clock whether customers were active or not.

Fragile legacy code

Tightly coupled modules meant one change could break three unrelated features.

Knowledge in few heads

Only two engineers understood the core flows, and documentation was years out of date.

Learning platform artwork

What TechXntra did

A senior TechXntra squad rebuilt the platform in small, safe releases.

Discovery sprint

Two weeks of interviews, analytics review and a prioritised roadmap.

Architecture review

Every module mapped with its dependencies and risk score.

Design system

A shared component library for web and mobile.

API layer

Clean, versioned APIs in front of the legacy core.

Data migration

Records moved in batches with automatic reconciliation checks.

CI/CD pipeline

Automated builds, tests and zero-downtime deploys.

QA automation

End-to-end tests on every critical customer journey.

Launch and handover

Runbooks, training and a calm, staged go-live.

Discovery often uncovers more than the brief. Here the team found that what looked like one product was really three services sharing one database, and split them cleanly.

Every phase has a senior TechXntra engineer in the loop. They set the scope, review what the tools find, decide what needs a human answer, and turn it into a plan the client's team can trust.

Ayesha KhanChief Executive Officer, TechXntra
Portrait placeholder for Ayesha Khan

What we delivered

Each release shipped behind a feature flag, was tested end to end, and could be rolled back in one click.

Example release note

Deploy 214 / checkout service / zero downtime / rollback ready / 0 errors

Small, reversible releases are why the client's team now ships every week without late-night incidents.

Rewrites fail when a forgotten rule shows up in production. We find those rules first, confirm them with the client, and only then build. Launch comes faster, with less risk.

Bilal AhmedChief Technology Officer, TechXntra
Portrait placeholder for Bilal Ahmed

The output

120K

Lines of code reviewed

640

Requirements documented

85

Automated test suites

7

Services extracted

0

Critical incidents at launch

Quality findings

Hardcoded secrets

API keys stored in source, moved to a secrets vault.

Slow queries

Missing indexes added, response time cut by half.

Unpatched packages

Outdated libraries upgraded and pinned.

No error tracking

Monitoring and alerts added before launch.

Untested payments

Critical flows covered by automated tests.

Older codebases are easier targets every year. Fixing the basics early costs a fraction of fixing them after an incident.

Ayesha KhanChief Executive Officer, TechXntra
Portrait placeholder for Ayesha Khan

The results

Faster releases, lower costs and a team that owns its platform again.

8 wks

To production

-27%

Fuel per route

31%

More deliveries/day

TechXntra engineers ran both systems side by side until every key journey matched, then switched traffic over in stages.

Launch guarantee

Two checks take every release from tested to trusted.

Check 1

Automated test suite

Before release

  1. Unit and integration tests run on every commit
  2. End-to-end tests cover key journeys
  3. Performance budgets checked automatically
  4. Security scan on every build

Journeys covered95%

Check 2

Side-by-side comparison

During launch

  1. Old and new systems receive the same input
  2. Outputs are compared automatically
  3. Any difference becomes a test failure

Parity confirmed100%

Before automation, these checks depended on long manual test cycles. A structured, automated approach is faster and catches more than a manual team usually does.

Typical rebuild

~9Months
~6,000Person-hours
~$400KBudget
2-3Risky big-bang launches

TechXntra squad

~10Weeks
4Senior specialists
~$90KBudget
24Small, safe releases
Rocky mountain texture

Is your product a black box?

TechXntra maps legacy systems, explains what is really inside them and rebuilds them in small, safe steps, whatever the stack.