Data Cleanup & Validation
Reliable decisions begin with reliable data. We audit your sources, resolve discrepancies, and deliver a clean, validated foundation your organisation can act on with confidence.
Data & Business Intelligence · Canada, remote-first
Intelligence, engineered from the ground up
Avni Synapse designs, builds, and runs the data, analytics, and reporting systems that growing businesses depend on. It all starts with the data and licenses you already pay for.
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Most businesses are sitting on data they never use. We change that.
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You do not need more data. You need your existing data structured and working for you.
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A clean data foundation is the highest-leverage investment a growing business can make.
Services
From raw data to a decision
Five services, one connected path. Every engagement starts with the data you already have and ends with reporting your team can trust.
Data Extraction & Automation
Automated workflows that pull your data out of spreadsheets, CRMs, and accounting software, move it to the right destination, and keep it current without manual effort.
Data Modelling
One consistent structure, so every report means the same thing everywhere.
Power BI Dashboard Development
Dashboards built around the decisions your team actually makes, delivered by a Microsoft-certified data analyst.
Automated Reporting Pipelines
Reports that stay accurate and current, on their own.
The Ecosystem
We take after nature's engineer
A beaver does not just build a dam. The dam creates a wetland, and the wetland sustains an entire ecosystem. One well-placed structure, and everything around it starts to thrive.
That is exactly how we treat your data. Most businesses use a fraction of the Microsoft 365 and Power BI capability they already pay for. We find what is dormant, switch it on, and connect it into one working ecosystem where clean data feeds reporting your team can trust.
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Audit what you already own
Licenses, features, and data capacity you are paying for today, mapped before we recommend anything new.
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Unlock dormant capability
The reporting and automation features already in your subscriptions get configured, deployed, and put to work.
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Connect it into an ecosystem
Clean data feeds your models, models feed your dashboards, and dashboards keep your decisions sharp. Each layer sustains the next.
Proof
The gap between having data and using it
Independent research, not our marketing. Every figure links to its source.
Companies that use data and analytics are 23 times more likely to acquire customers, 6 times more likely to retain them, and 19 times more likely to be profitable than competitors who do not.
SourceOf Microsoft 365 licenses in the average organisation are unused or underutilised. Most businesses are already paying for tools and capacity they have never fully deployed.
SourceOf executives surveyed by Harvard Business Review said their organisations increased investment in data and analytics after the pandemic. Your competitors are already moving.
SourceOnly 5% of small and medium businesses currently use a BI dashboard to analyse their data. Yet those who do report the highest confidence in measurable revenue and efficiency gains.
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Process
How every engagement runs
The same disciplined sequence every time, with a fixed price agreed before any work begins.
01
Discover
We audit what you already have: systems, data, licenses, and workflows.
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Design
A fixed-price plan with clear deliverables, agreed before any work begins.
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Build
Your solution is engineered, tested, and documented end to end.
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Train
Your team learns to run it with confidence, not dependence.
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Support
We stay on as your data partner as you grow.
Ready to see what your data can actually do?
Tell us about your data, your tools, and what you are trying to decide. We will show you what is possible.