Business knowledge & requirements
Enter unfamiliar operating environments quickly, gather the knowledge held across business and technical teams, and turn ambiguity into precise, executable requirements.
↗Data · Transformation · ExecutionToronto · Global Delivery
When the data cannot fail.
Almatea takes on complicated data, difficult requirements and delivery-critical transformation—then carries the work from business understanding to successful execution.
Business discoveryData
engineeringMigrationManufacturingGo-live
The point of view
The difference between data that moves and data that works is business understanding.
We operate where operational knowledge, legacy behaviour, technical complexity and delivery pressure meet. Almatea gathers what the business knows, turns it into exact logic and remains accountable until the result works in practice.
Capabilities
From the boardroom question to the final record.
Almatea combines business discovery, technical design and relentless execution in one accountable line of work.
Complex data engineering
Design sophisticated SQL, Python and rule-based algorithms for transformation, matching, deduplication, scoring, validation and high-volume data processing.
↗Data migration & transformation
Own the path from legacy extraction and source-to-target mapping through construction, mock cycles, cutover, reconciliation and controlled remediation.
↗Manufacturing & trade data
Work fluently across the operational realities behind materials, assets, maintenance, production, customers, vendors, orders and the systems that connect them.
↗Controls, governance & evidence
Build validation gates, traceable keys, approval pathways and reconciliation evidence that make complex delivery measurable and defensible.
↗Go-live execution
Take responsibility when workloads peak: prioritise rapidly, resolve defects, coordinate decisions and drive critical deliverables through cutover and hypercare.
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Where knowledge becomes logic
We turn conversations into algorithms that hold under pressure.
The hardest data work begins before code is written. We extract the rules hidden in operations, expose the exceptions and engineer processing that reflects how the business actually works.
- 01Requirements gathered from the people closest to the work
- 02Complex transformations made explicit and testable
- 03Algorithms designed for scale, traceability and change
- 04Outputs reconciled to operational reality
- 05Decisions carried through to execution
Method
Understand deeply. Engineer precisely. Execute completely.
A senior, hands-on model for work that demands speed without sacrificing control.
Enter
Get close to the operation, the people and the systems. Establish the real problem—not merely the requested output.
Decode
Separate inherited behaviour from actual requirements. Reveal dependencies, contradictions, risks and decisions.
Engineer
Convert knowledge into models, algorithms, rules, automation and repeatable processing that can withstand scale.
Prove
Test the result against business reality. Reconcile it, challenge it and make every important exception explainable.
Execute
Drive the work through pressure, changing priorities and go-live conditions until the outcome is stable and usable.
10+
years carrying enterprise data work from discovery through go-live.
Earned under pressure
High workloads. Hard deadlines. Real accountability.
Almatea is shaped by multi-phase transformations, complex manufacturing and trade data, intense mock cycles and go-lives where the work must be both technically correct and operationally usable.
Featured accelerator
01 / EAMEAM Readiness Workbench
From plant knowledge to SAP-ready asset data.
A Windows desktop application designed to help plants prepare, validate, connect, simulate and export SAP PM/EAM master data before migration load cycles.
- Configuration-driven intake
- Cross-object validation
- Asset hierarchy visibility
- Maintenance-plan simulation
- Operational readiness gates
- Syniti construction outputs
About Almatea
Senior attention for work that cannot be delegated to chance.
Almatea is an independent data and transformation consultancy built for complex, consequential work.
We move comfortably between leadership expectations, business operations, requirements, architecture and implementation. That range allows one line of accountability to run from the first conversation through the algorithm, the output and the final production result.
We are at our best when the problem is unclear, the data is difficult, the workload is substantial and the deadline is real.
New engagements
Bring us the problem others keep circling.
Complex processing, unclear requirements, fragile migration logic, failed reconciliation or a delivery that needs decisive ownership—start with the situation as it is.
Toronto, CanadaWorking with global programmes