Aravali Labs

Commerce integrations

Integration engineering across commerce, payments, fulfillment, support, data, identity, workflows, and production operations.

Who this is for

This is for D2C companies whose customer experience or operations are limited by disconnected systems, brittle integrations, or expensive manual reconciliation.

What it is

Commerce integration engineering connects the systems behind a D2C business. The work hardens interfaces across storefronts, payments, orders, inventory, fulfillment, support, data, identity, infrastructure, and internal workflows.

Problems we work on

  • A commerce or operating system does not connect cleanly to the rest of the stack
  • APIs or data models do not align cleanly between systems
  • Security, access, audit, and data requirements slow a rollout
  • A one-off integration needs to become reliable and supportable
  • Manual reconciliation is absorbing expensive operating capacity

The work

  • Design API, event, batch, and data exchange paths
  • Map schemas, state transitions, permissions, and failure behavior
  • Integrate identity, observability, retry, and recovery controls
  • Build test environments and validate end-to-end behavior
  • Document ownership, operation, recovery, and future extension

What automation saves

Put in your numbers and see what you save each year and when the build pays for itself.

8
6 h
$95
70%
$120K
$3K
$237Kwhat manual work costs you a year
$136Kwhat you save a year
Month 11when the build pays for itself
Total cost over two years — the square marks break-even, then the gap keeps widening
Automate with us$322KKeep doing it manually$474K

Your numbers, not a quote. Savings do not include revenue effects or error costs, and are not a guaranteed return.

How the engagement runs

  • A small team is composed around the work instead of a fixed staffing shape
  • The engagement runs on a monthly cadence with named outputs and exit criteria
  • It ends with a documented handoff to your team or continued operation

How Aravali Labs works

  • Start from the customer or operating workflow and production constraints
  • Quantify the manual work and failure cost before selecting automation
  • Keep code and operational knowledge in the company’s systems
  • Make failure modes visible, testable, and recoverable
  • Extract connectors and patterns only where reuse is operationally sound

Outputs

  • A system map with sources, destinations, contracts, and owners
  • Versioned integration code with observable failure handling
  • Reconciliation, retry, alerting, and recovery procedures
  • End-to-end test coverage across representative customer data
  • An operating model for maintenance and controlled change

What to measure

  • Manual hours removed or redirected from repetitive work
  • Successful transaction rate and time to recover from failures
  • Latency, data freshness, and reconciliation accuracy
  • Integration maintenance cost relative to business value

Questions

What systems can be integrated?
The work can span commerce platforms, payments, orders, inventory, fulfillment, support, APIs, databases, data platforms, identity, business applications, and cloud infrastructure.
Can an integration become part of the core product?
Yes. When a business need is repeatable, the initial integration can become a maintained connector or product capability.
What does the savings calculator include?
It uses your assumptions for manual workload, what an hour costs, how much can be automated, the build cost, and upkeep. It is a planning tool, not a guaranteed return.

Contact Aravali Labs