Garud Labs

Data Engineering for Fintech businesses in Canada

What is Data Engineering in Canada?

We turn scattered data into pipelines your business can actually trust and query. For Fintech companies in Canada, this means meeting PCI DSS requirements while maintaining UTC-3.5 to UTC-8-aligned delivery.

Who needs Data Engineering for Fintech?

  • Meeting evolving compliance requirements across markets
  • Integrating with legacy core banking systems
  • Building real-time fraud detection at scale
  • Data scattered across disconnected systems
  • Reports that disagree depending on who pulls them

Best Data Engineering company in Canada

Canadian buyers often compare offshore proposals directly against US-based agency rates and expect similar quality at lower cost. We bring deep knowledge of PCI DSS and PSD2 compliance into every Data Engineering engagement for Canada clients.

We specialize in Data Engineering for Fintech, with a growing track record serving clients in Canada.

Software that moves and manages money must be fast, auditable and bulletproof under regulatory scrutiny.

Schedule a free Data Engineering discovery call with our Fintech team

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What's actually blocking Fintech businesses from shipping Data Engineering

  • Meeting evolving compliance requirements across markets
  • Integrating with legacy core banking systems
  • Building real-time fraud detection at scale
  • Maintaining uptime during peak transaction volume
  • Balancing UX simplicity with strict KYC/AML flows

Our process for delivering Data Engineering to Fintech clients

Data warehouse architecture (Snowflake, BigQuery)
ETL/ELT pipeline development
Data quality monitoring and alerting
BI dashboard integration
Data governance and access controls

Core Technology Stack

SnowflakeBigQueryAirflowdbtPythonKafkaAWS Glue

Timeline, investment & compliance

Typical timeline

8-16 weeks

Typical investment

$25,000 - $200,000

Data Engineering engagements in this combination typically need to account for:

  • PCI DSS
  • PSD2
  • SOX
  • GDPR
  • AML/KYC regulations
  • PIPEDA
  • Quebec Law 25
  • SOC 2

Why Canada clients choose GarudLabs: A fast-growing tech ecosystem centered on Toronto and Vancouver, with strong demand for fintech and healthtech software partners.

Proven Results

"We helped a digital lending platform cut loan approval time from days to minutes while staying fully audit-ready."

Read the full case study

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Frequently Asked Questions

Most Data Engineering engagements take 8-16 weeks, depending on scope and how clear the requirements are upfront. We'll give you a firm timeline estimate after a short discovery call, not a generic range.

Data Engineering projects with us typically range from $25,000 - $140,000, scaled to the complexity of your requirements. We provide a detailed, itemized estimate before any work begins so there are no surprises mid-project.

For data engineering, we typically work with Snowflake, BigQuery, Airflow, dbt, chosen based on your specific scalability and integration requirements. We're not tied to a single stack and will recommend the right tools for your situation rather than our default.

We've delivered multiple fintech projects addressing challenges like meeting evolving compliance requirements across markets. We helped a digital lending platform cut loan approval time from days to minutes while staying fully audit-ready.

For fintech clients, we pay close attention to PCI DSS, PSD2, building these requirements into the architecture from day one rather than retrofitting them later. We'll confirm which specific regulations apply to your business during discovery.

The most common challenges we solve for fintech clients include meeting evolving compliance requirements across markets and integrating with legacy core banking systems. We tailor our discovery process to surface the specific version of these problems your business faces.

Yes, we actively work with clients across Canada, including teams in Toronto, Vancouver, Montreal. We structure our working hours to provide meaningful real-time overlap with UTC-3.5 to UTC-8.

Project budgets for Canada-based clients typically range from $25,000 - $200,000, paid in CAD or USD depending on your preference. The exact cost depends on project scope, which we'll detail in a proposal after discovery.

Yes, we have experience building to PIPEDA, Quebec Law 25 requirements relevant to Canada-based clients. We'll confirm your specific compliance needs during the discovery phase and adjust our development practices accordingly.

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