SDM helps growing businesses understand what fragmented data is costing them, design the right data foundation and build reliable management intelligence across finance, sales and operations.
Fragmented systems do more than slow reporting. They absorb productive hours, delay decisions and make valuable opportunities harder to see. SDM turns that hidden drag into a clear economic opportunity.
Quantify the opportunity first. Recommend technology second.
We do not begin by asking which platform you should buy. We begin by understanding what the business is trying to achieve, where data is constraining it and what opportunity is worth pursuing.
A structured diagnostic that identifies where your data environment is creating cost, risk and missed opportunity, then turns the findings into a practical transformation blueprint.
Typically delivered in 1–2 weeks, with final scope depending on organizational complexity, systems, stakeholders and data sources.
The assessment does not obligate you to use SDM for implementation.
Pick your bottleneck. I will engineer the exact structural fix.
I deploy zero-maintenance Ingestion Pipelines (Fivetran, Airbyte, SSIS) to automatically pull data from your operational tools directly into the cloud. Eliminate the human bottleneck.
Stop overwriting historical states. I build highly scalable Data Warehouses & Lakehouses (Snowflake, Databricks, SQL Server) to establish a singular, cross-border source of truth.
Eliminate departmental metric debates. I engineer governed dbt Models & Power BI Dashboards, ensuring Finance, Sales, and Marketing all report on the exact same numbers.
Three phases. One compounding system. Every engagement starts with foundational stability and scales into advanced intelligence.
I securely connect your SaaS apps, CRMs, and on-premise databases, piping raw data directly into a unified cloud environment with zero data loss.
I untangle messy JSON and legacy tables, applying Kimball modeling via modular dbt code to create clean, tested star-schema data marts.
I deploy governed semantic models and real-time dashboards. The value of your data multiplies through automated daily refreshes and executive visibility.
"Sandile took absolute ownership... His ability to untangle legacy data and engineer a highly scalable SSIS and Tabular pipeline recovered critical operational history."
"The custom cloud architecture completely transformed how we manage our logistics. It eliminated our reliance on vulnerable paper records and gave us real-time visibility."
Strict B2B Statement of Work (SOW) engagements. You secure high-level data architecture without the UK tax risks or overhead of full-time hires.
As an independent consultant, I do not bait-and-switch. The senior architect you speak to on the discovery call is the exact same engineer writing your SQL and DAX code.
I do not build tech for tech's sake. From dbt models to API extractions, every line of logic I write is tied to an operational outcome your business can measure.
You own the intellectual property. I provide full metric catalog documentation, inline Git repository comments, and structured handoffs to your internal teams.