DATA
From Raw to Ready
Unlock, structure, and activate your data so it fuels smarter decisions, scalable systems, and market-shifting products.
This isn’t just your business.
It’s your legacy.
What we deliver
From messy to meaningful. From reports to advantage.
Data architecture review and modernisation
Audit your current stack, then redesign for speed, scalability, and downstream usability.
Data architecture review and modernisation
Audit your current stack, then redesign for speed, scalability, and downstream usability.
Data architecture review and modernisation
Audit your current stack, then redesign for speed, scalability, and downstream usability.
Data warehousing (incl. Snowflake setup & orchestration)
Centralise structured and semi-structured data across systems into a unified, query-ready warehouse.
Data warehousing (incl. Snowflake setup & orchestration)
Centralise structured and semi-structured data across systems into a unified, query-ready warehouse.
Data warehousing (incl. Snowflake setup & orchestration)
Centralise structured and semi-structured data across systems into a unified, query-ready warehouse.
ETL/ELT pipeline development and optimisation
Design and implement ingestion pipelines with dbt, Airbyte, or Fivetran—built for reliability and extensibility.
ETL/ELT pipeline development and optimisation
Design and implement ingestion pipelines with dbt, Airbyte, or Fivetran—built for reliability and extensibility.
ETL/ELT pipeline development and optimisation
Design and implement ingestion pipelines with dbt, Airbyte, or Fivetran—built for reliability and extensibility.
BI layer development (Tableau, Power BI)
Define and model trusted metrics, then build dashboards that surface signal to operators and execs.
BI layer development (Tableau, Power BI)
Define and model trusted metrics, then build dashboards that surface signal to operators and execs.
BI layer development (Tableau, Power BI)
Define and model trusted metrics, then build dashboards that surface signal to operators and execs.
Data governance and access control frameworks
Implement data lineage tracking, PII tagging, and role-based access via tools like Monte Carlo or Soda.
Data governance and access control frameworks
Implement data lineage tracking, PII tagging, and role-based access via tools like Monte Carlo or Soda.
Data governance and access control frameworks
Implement data lineage tracking, PII tagging, and role-based access via tools like Monte Carlo or Soda.
Reverse ETL and activation (incl. HubSpot, Salesforce)
Operationalise your warehouse by syncing clean data back into your marketing, sales, and CS tools.
Reverse ETL and activation (incl. HubSpot, Salesforce)
Operationalise your warehouse by syncing clean data back into your marketing, sales, and CS tools.
Reverse ETL and activation (incl. HubSpot, Salesforce)
Operationalise your warehouse by syncing clean data back into your marketing, sales, and CS tools.
We’ve got the credentials—and
the experience to prove it
Our clients trust us with their data because we use the tools the best teams rely on.
Databricks Partner
We use Databricks to model and transform high-volume data for analysis, automation, and AI.
Databricks Partner
We use Databricks to model and transform high-volume data for analysis, automation, and AI.
Databricks Partner
We use Databricks to model and transform high-volume data for analysis, automation, and AI.
Snowflake Partner
We implement Snowflake as the central source of truth for scalable, governed analytics.
Snowflake Partner
We implement Snowflake as the central source of truth for scalable, governed analytics.
Snowflake Partner
We implement Snowflake as the central source of truth for scalable, governed analytics.
Tableau Partner
We build executive-level dashboards in Tableau with direct pipelines from trusted data models.
Tableau Partner
We build executive-level dashboards in Tableau with direct pipelines from trusted data models.
Tableau Partner
We build executive-level dashboards in Tableau with direct pipelines from trusted data models.
Customers love Halcrow
Over one million engineering hours delivered to Australia's mid-market entrepreneurs and intrapreneurs
Over one million engineering hours delivered to Australia's mid-market entrepreneurs and intrapreneurs
Over one million engineering hours delivered to Australia's mid-market entrepreneurs and intrapreneurs
OUR CULTURE
OUR CULTURE
This is where good
work gets done
This is where good
work gets done
We only hire great minds who treat your ambition as their own—a culture that’s just been recognised with the Best Workplaces in Technology award.
We only hire great minds who treat your ambition as their own—a culture that’s just been recognised with the Best Workplaces in Technology award.
Our Roadmap
How we work
We build from the warehouse up
Whether you’re using Snowflake or BigQuery, we design performant schemas, define models, and orchestrate ingestion with tools like dbt, Airbyte, and Fivetran.
We build from the warehouse up
Whether you’re using Snowflake or BigQuery, we design performant schemas, define models, and orchestrate ingestion with tools like dbt, Airbyte, and Fivetran.
We build from the warehouse up
Whether you’re using Snowflake or BigQuery, we design performant schemas, define models, and orchestrate ingestion with tools like dbt, Airbyte, and Fivetran.
We design for the people using it
We don’t just create dashboards—we model metrics with business logic your ops, finance, and GTM teams understand.
We design for the people using it
We don’t just create dashboards—we model metrics with business logic your ops, finance, and GTM teams understand.
We design for the people using it
We don’t just create dashboards—we model metrics with business logic your ops, finance, and GTM teams understand.
We engineer for resilience and scale
We implement CI/CD pipelines for dbt, monitor lineage, and build modular transformations that don’t break when your business shifts.
We engineer for resilience and scale
We implement CI/CD pipelines for dbt, monitor lineage, and build modular transformations that don’t break when your business shifts.
We engineer for resilience and scale
We implement CI/CD pipelines for dbt, monitor lineage, and build modular transformations that don’t break when your business shifts.
Layer in ML readiness, governance, and enablementWe don’t just pipe data—we productise it
We turn event streams, usage patterns, or operational data into insights that power GTM plays, product features, or automation.
Layer in ML readiness, governance, and enablementWe don’t just pipe data—we productise it
We turn event streams, usage patterns, or operational data into insights that power GTM plays, product features, or automation.
Layer in ML readiness, governance, and enablementWe don’t just pipe data—we productise it
We turn event streams, usage patterns, or operational data into insights that power GTM plays, product features, or automation.
Optional Add-Ons
Reverse ETL setup
Sync warehouse data into HubSpot, Salesforce, or ad platforms with tools like Hightouch or Census.
Reverse ETL setup
Sync warehouse data into HubSpot, Salesforce, or ad platforms with tools like Hightouch or Census.
Reverse ETL setup
Sync warehouse data into HubSpot, Salesforce, or ad platforms with tools like Hightouch or Census.
Data quality monitoring
Track freshness, nulls, and drift automatically with Soda or Monte Carlo.
Data quality monitoring
Track freshness, nulls, and drift automatically with Soda or Monte Carlo.
Data quality monitoring
Track freshness, nulls, and drift automatically with Soda or Monte Carlo.
Enablement + SQL coaching
Uplift your internal teams with documentation, dashboards, and SQL review workflows.
Enablement + SQL coaching
Uplift your internal teams with documentation, dashboards, and SQL review workflows.
Enablement + SQL coaching
Uplift your internal teams with documentation, dashboards, and SQL review workflows.
Have questions about how our Data service works Let’s talk it through.
TESTIMONIAL
TESTIMONIAL
TESTIMONIAL
“Halcrow’s competency, attention to detail, and technical skills were impressive. What they built with us has been adding value to our business for over 5 years.”
“Halcrow’s competency, attention to detail, and technical skills were impressive. What they built with us has been adding value to our business for over 5 years.”
“Halcrow’s competency, attention to detail, and technical skills were impressive. What they built with us has been adding value to our business for over 5 years.”
Anastasia Lobanova
Anastasia Lobanova
Anastasia Lobanova
SAP Analyst, AGRANA Fruit
SAP Analyst, AGRANA Fruit
SAP Analyst, AGRANA Fruit
Real outcomes from getting data right
Because data doesn’t pay off until it’s structured, surfaced, and used.
Results
Consolidated 9+ data sources into a query-ready Snowflake warehouse with clean reporting in 6 weeks
Results
Replaced legacy Excel workflows with dashboards that cut finance reporting from 4 days to 4 hours
Results
Built activation layer that syncs lifecycle insights from product usage into HubSpot—driving a 19% lift in outbound conversion
Tools and technologies we use
Data warehousing and processing
Business intelligence
Cloud for data ops
Relevant frameworks and languages
Relevant frameworks and languages
Related services
Why Halcrow
Data isn’t a side project. It’s the edge. We help you build it like it matters.
01
We go beyond dashboards—we design decisions
01
We go beyond dashboards—we design decisions
01
We go beyond dashboards—we design decisions
02
We speak both business and technical fluently
We bridge gaps between ops, engineering, and strategy.
03
We embed within your existing team and tools
04
We’ve built data foundations for teams scaling 10x
Let's find out if we're your unfair advantage
Let's find out if we're your unfair advantage
Let's find out if we're your unfair advantage
Frequently asked questions
What does Halcrow do?
What does Halcrow do?
What does Halcrow do?
How is Halcrow different from a software agency or consultancy?
How is Halcrow different from a software agency or consultancy?
How is Halcrow different from a software agency or consultancy?
Who does Halcrow work with?
Who does Halcrow work with?
Who does Halcrow work with?
Which industries does Halcrow support?
Which industries does Halcrow support?
Which industries does Halcrow support?
What is an embedded team model?
What is an embedded team model?
What is an embedded team model?
What if I don't know exactly what I need yet?
What if I don't know exactly what I need yet?
What if I don't know exactly what I need yet?