⇄
The migration is slipping
Moving SQL Server, Oracle or legacy ETL to the cloud stalls without the specialist skills to convert, validate and reconcile every object.
For data, analytics & technology leaders
Bring us one real data problem. Leave with a plan.
A stalled migration. Numbers that won't reconcile. Data you're holding longer than you should. AI ambitions sitting on shaky foundations. Book a discovery call and talk it through with senior engineers who have solved it before, using the platform you already own.
Free, no obligationNo new licences pitchedTalk to people who write the code
Discovery callThe Data Guyz · Online
- 01Your context: platform, data sources and the outcome you need
- 02The bottleneck: where trust or delivery is breaking down
- 03Options: what can be solved inside your existing stack
- 04Next step: a practical recommendation, whether or not it's us
Sydney based · Australia wideGCP · Snowflake · Azure · AWS
Why teams call usYour platform is capable.
Your platform is capable.
So why is it this hard?
Most organisations don't need another tool. They need the trust and automation layer between their platform's promise and the business value it is supposed to deliver.
✓
Nobody trusts the numbers
Did every record make it from source to target? Without automated quality checks and load audits, every report starts an argument.
◎
Retention risk is building
Data held past its retention period is regulatory exposure. Manual disposal across platforms is slow, error-prone and hard to prove.
✳
AI is on the roadmap, not in production
Knowledge is scattered across Zendesk, SharePoint and databases, and the data feeding AI isn't governed or reliable enough yet.
▤
Engineers rebuild the same things
Every new dataset means manual discovery, profiling, mapping and governance checks, done slightly differently on every project.
▦
The backlog keeps growing
You need experienced data engineers now, without a long hiring cycle or the overhead of a large consultancy.
What we can help withWhat could we fix
What could we fix
in your data platform?
Four capability areas, all delivered inside your existing environment so the IP, the control and the knowledge stay with you.
Data engineering and modernisation
Batch and incremental pipelines, ELT/ETL, medallion architectures, SQL, Python, PySpark and API-based integration across Azure, Google Cloud, AWS, Snowflake and Databricks.
Data you can prove is right
Automated reconciliation, data quality frameworks, load audits, PII classification and masking, data dictionaries, and controlled retention and disposal.
Cloud migrations without surprises
Legacy-to-cloud database conversion, schema mapping, migration rehearsals, validation, reconciliation and cutover support, accelerated by Noviq Shift.
Foundations that make AI useful
Trusted data for BI and analytics, enterprise knowledge search with Snowflake Cortex, and AI-assisted data onboarding with Noviq, with humans in control of key decisions.
How it worksFrom first call to
From first call to
a clear next step.
No sales deck marathon. A practical conversation with the people who would actually do the work.
Pick a time
Choose a slot that suits you on our calendar. Add a line about the problem so we come prepared with relevant examples.
Talk it through
We map your platform, data sources and constraints, pinpoint the bottleneck, and look at what can be solved within the technology you already own.
Get a recommendation
You receive a short summary and a recommended next step. If we're a fit, we propose the engagement model that matches the work.
Your investment
$0 · no obligation
The discovery call is free. You'll walk away with:
- An outside view of where trust or delivery is breaking down
- Options to solve it inside your existing platform, without new licences
- Relevant examples from migrations, governance, compliance and AI work we've delivered
- A recommended next step, even if that step doesn't involve us
If we're a fit
Engagement models that fit the work
Big Four quality, delivered by the people who write the code, at a fractional cost.
Project delivery (fixed SOW)End-to-end accountability for a specific build or migration.
Specialist squadsAn aligned team of data engineers to clear a backlog.
Staff augmentationSenior experts embedded in your team to upskill and accelerate.
ProofReal problems. Real data.
Real problems. Real data.
Real results.
In every one of these engagements, nothing new was purchased. The logic was written directly in the client's own ecosystem.
100%of database objects converted, validated and deployedCoal LSL
3 monthsto get a stalled AWS migration back on trackCoal LSL
99.9%data integrity and auditabilityMetLife
On scheduleautomated data disposal and de-identificationThe Smith Family
Client testimonial
Neeraj and his team are highly professional, detail-oriented, and collaborative. Their deep technical expertise and proactive problem-solving made a measurable impact on our data ecosystem.
Srilata Nutakki, MetLifeG
Google Cloud PartnerGCP Cloud Partner
❄
SnowflakeRegistered Partner
A
Anthropic Claude Partner NetworkRegistered tier
FAQ
Questions, answered.
Does the discovery call cost anything?
No. The call is free and there's no obligation to engage us afterwards.
Who will I be speaking with?
Senior members of The Data Guyz team. The firm is founder led: Neeraj 'Rohan' Choraria brings 16+ years of hands-on delivery across organisations such as Woolworths Group, Transport for NSW, IAG, Optus and Deloitte, and stays close to architecture decisions.
Will you try to sell us new software?
No. We work inside the platforms you already own and write the logic in SQL, Python and metadata in your environment, so the IP and control stay with you. Our Noviq tools are deployed inside your environment, not sold as a locked platform.
Which platforms do you work with?
Google Cloud (BigQuery, Dataflow, Composer), Microsoft Azure and Fabric, AWS, Snowflake (including Cortex), Databricks, and related tooling such as Matillion, PostgreSQL and Power BI.
What should I prepare?
Nothing formal. A rough idea of your platform, the data involved and what "fixed" would look like is plenty. Please don't share confidential data or credentials on the booking form.
What happens after the call?
We send a short summary and a recommended next step. If it makes sense to work together, we propose a fixed-scope project, a specialist squad or staff augmentation.
Trust your data. Move faster.
Book a discovery call ↗
Don't add another tool. Make your platform work harder.
Use the technology you already own. Build the capability you actually need.