Question 1

What systems can you integrate?

Accepted Answer

We integrate virtually any modern software that exposes an API or webhook. Common integrations include: CRM systems (Salesforce, HubSpot, Pipedrive), e-commerce platforms (Shopify, WooCommerce), accounting software (QuickBooks, Xero), marketing tools (Mailchimp, Klaviyo), project management (Asana, Monday.com, Jira), ERPs, and custom databases. We've also built integrations with legacy systems using email parsing and screen automation.

Question 2

How long does a system integration project take?

Accepted Answer

Point-to-point integrations (connecting two systems with a single data flow) take 1–2 weeks. Multi-system integrations with complex data transformations take 3–6 weeks. Enterprise integrations with error handling, monitoring, bidirectional sync, and large data volumes take 6–12 weeks. We scope and price before starting so there are no surprises.

Question 3

What is the difference between an API integration and a webhook?

Accepted Answer

An API integration is when System A actively calls System B to send or retrieve data (pull-based). A webhook is when System B automatically notifies System A when something happens (push-based). Webhooks are more efficient for real-time events (a new order placed, a form submitted). We use the right approach for each data flow based on latency, volume, and the systems involved.

Question 4

Will integrations break when software updates?

Accepted Answer

API integrations are generally stable, well-maintained APIs keep backward compatibility through versioning. We build against stable API versions and include version pinning where available. When an API does change (rare), our monitoring catches the failure immediately and we push a fix. We also maintain documentation of every integration so troubleshooting is fast.

Question 5

Can you integrate legacy systems with modern software?

Accepted Answer

Yes, this is one of our specialties. Legacy systems often lack APIs but still have data that needs to flow to modern tools. We use a combination of database-level integrations (connecting directly to the database), file-based transfers (CSV/XML exports), email parsing, and in some cases browser automation to extract and transform data from legacy systems.

Question 6

What happens if an integration fails?

Accepted Answer

Every integration we build includes: automatic retries (3 attempts with exponential backoff), failure notifications via email or Slack, a dead-letter queue for failed messages that can be replayed once the issue is resolved, and detailed error logging. No data is silently lost. You'll know within minutes if an integration fails, with enough context to understand why.

Question 7

How do you handle data transformation between systems?

Accepted Answer

Different systems use different data formats, field names, and structures. We build transformation logic (mappers) that convert data from the source format to the destination format. For example, a Shopify order has different field names than a QuickBooks invoice, our transformation layer handles the translation. Complex transformations include deduplication, currency conversion, data enrichment, and conditional logic.

Question 8

How do you test integrations before going live?

Accepted Answer

We test in a staging environment using real data samples before any integration touches your production systems. Tests cover: happy path (normal data flow), edge cases (empty fields, special characters, large payloads), error scenarios (system downtime, API rate limits), and data integrity verification. We only move to production after all tests pass and you've reviewed results.

System Integration

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API Development

Real-time Sync

Legacy Modernization

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