AI Development Services

AI Development Services - AI App & Software Solutions

Generative AI Development

Generative AI Development Services - AI Software Experts

AI Agents and Conversational AI

Conversational AI Agents for Businesses - SourceMash Technologies

Applied AI Solutions

Applied AI Solutions by SourceMash Technologies

Data and AI Engineering

AI & Data Engineering Solutions Delivered by Expert AI Data Engineers

Responsible AI and Governance

Responsible AI & Governance for Ethical AI Systems

AI Strategy and Roadmap Consulting

Expert AI Strategy Consulting & Roadmap Services

Salesforce CRM

Salesforce CRM

Microsoft Dynamics 365

Microsoft Dynamics 365

Oracle CX

Oracle CX

AS400 PKMS/WMS

AS400 PKMS/WMS

CRM Implementation

CRM Implementation

CRM Integrations and Executions

CRM Integrations and Executions

Microsoft Dynamics 365

Microsoft Dynamics 365 System for Business Advanced Solutions

Oracle ERP and Business Central

Oracle ERP Cloud System for Modern Businesses

Manhattan PKMS/WMS

Manhattan PKMS/WMS

SAP S/4HANA

SAP S/4HANA ERP Software, Implementation & Migration Services

iSeries/AS400

iSeries/AS400

Marketing Technology Services

Marketing Technology Services

SOC Setup and Operations

SOC Setup and Operations

Cloud Infrastructure Management Services

Cloud Infrastructure Management Services

24/7 Expert IT Support

24/7 Expert IT Support

Data Analytics

Data Analytics

Data Integration

Data Integration

Full Stack Development

Full Stack Development

Shopify

Shopify

WooCommerce

WooCommerce

Salesforce Commerce Cloud

Salesforce Commerce Cloud

Magento

Magento

Banking and Finance
Healthcare and Lifesciences
Manufacturing
Retail and E-Commerce
Energy and Utilities
Travel and Hospitality
Education and EdTech
Telecom and Media
Data & Analytics Services

Turn Raw Data Into Strategic Intelligence

Harness the power of Power BI, Snowflake, Databricks, Tableau and more. SourceMash helps enterprises unlock actionable insights, build scalable data pipelines, and drive data-driven decisions at every level.

8+
Analytics Platforms
200+
Dashboards Built
98%
Client Satisfaction
Analytics Platforms We Master
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Power BI
Microsoft Business Intelligence
Enterprise BI
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Snowflake
Cloud Data Warehouse
Data Cloud
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Databricks
Unified Analytics Platform
AI + Data
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Tableau
Visual Analytics
Visualization
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Google Analytics 4
Web & App Analytics
Digital Analytics
icon Power BI Dashboards
icon Snowflake Data Cloud
icon Databricks Analytics
icon Tableau Visualizations
icon Google Analytics 4
icon Adobe Analytics
icon MixPanel Insights
icon Amplitude Analytics
icon Power BI Dashboards
icon Snowflake Data Cloud
icon Databricks Analytics
icon Tableau Visualizations
icon Google Analytics 4
icon Adobe Analytics
icon MixPanel Insights
icon Amplitude Analytics
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200+
Dashboards Delivered
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50TB+
Data Processed
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60%
Faster Reporting
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98%
Client Satisfaction
Analytics Platforms

8 Platforms. One Expert Partner.

From enterprise BI to product analytics, we implement, optimize and manage the full spectrum of data analytics platforms for global enterprises.

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Power BI

Enterprise-grade business intelligence with interactive dashboards, real-time reporting, and deep Microsoft 365 integration.

Dashboards DAX Power Query Azure Synapse
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Snowflake

Cloud-native data warehouse enabling scalable storage, instant elasticity, and secure data sharing across the enterprise.

Data Warehouse Data Sharing SQL Data Cloud
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Databricks

Unified analytics platform combining data engineering, ML, and AI on a collaborative lakehouse architecture.

Lakehouse Spark Delta Lake MLflow
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Tableau

Industry-leading visual analytics platform transforming complex data into intuitive, interactive visualizations.

Visual Analytics Server Prep Builder
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Google Analytics 4

Next-gen analytics platform with event tracking, cross-device measurement, and AI-powered insights.

Event Tracking BigQuery Attribution
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Adobe Analytics

Enterprise digital analytics delivering deep customer journey insights, segmentation, and attribution.

Customer Journey Segmentation Attribution
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Mixpanel

Product analytics platform focused on funnel analysis, cohort tracking, and behavioral insights.

Funnels Cohorts A/B Testing
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Amplitude

Behavioral analytics platform focused on product intelligence, feature adoption, and experimentation.

Product Analytics Journeys Experimentation

Power BI Implementation & Managed Services

We deliver end-to-end Power BI solutions — from data modelling and DAX development to enterprise-wide deployment and training. Our certified consultants transform your raw data into compelling, actionable dashboards.

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Data Modelling & DAX

Star schema design, calculated measures, and optimized data models for high-performance reporting.

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Executive Dashboards

KPI scorecards, C-suite dashboards, and operational reports tailored to business objectives.

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Power BI Service & Gateway

Cloud deployment, scheduled refresh, row-level security, and enterprise gateway configuration.

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Data Source Integration

Connect SQL, Salesforce, SAP, SharePoint, Azure Synapse, and 100+ data sources seamlessly.

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70% Faster Reporting

Reduce manual report generation time with automated, real-time Power BI dashboards.

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Enterprise-Wide Adoption

Self-service BI empowers all business users — not just analysts — to access insights instantly.

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Row-Level Security

Granular data access controls ensure the right people see only the right data.

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Real-Time Data Refresh

Live dashboards connected to operational systems for up-to-the-minute business visibility.

Snowflake Data Cloud Implementation

We architect, implement and optimise Snowflake environments that scale elastically with your data growth. From initial setup to ongoing managed services, our Snowflake experts ensure maximum performance and cost efficiency.

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Data Warehouse Architecture

Multi-cluster warehouse design, virtual warehouse sizing, and storage optimisation for cost and performance.

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ELT Pipeline Development

dbt-powered transformation pipelines, Snowpipe continuous ingestion, and Streams & Tasks automation.

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Data Sharing & Marketplace

Secure data sharing across business units, subsidiaries, and external partners without data movement.

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Security & Governance

Role-based access control, column-level security, dynamic data masking, and compliance configuration.

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Infinite Scalability

Scale compute and storage independently — handle petabytes of data without performance degradation.

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40% Cost Reduction

Optimised warehouse sizing and auto-suspend policies dramatically reduce Snowflake compute costs.

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Sub-Second Query Performance

Clustered tables, search optimisation, and materialised views deliver blazing-fast query results.

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Multi-Cloud Deployment

Deploy on AWS, Azure or GCP — or all three — with seamless cross-cloud data replication.

Databricks Lakehouse Implementation

We build unified data and AI platforms on Databricks — combining data engineering, analytics, and machine learning in a single lakehouse architecture that eliminates data silos and accelerates insight delivery.

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Delta Lake Architecture

ACID-compliant lakehouse design with Delta tables, time travel, and schema enforcement.

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Spark Data Pipelines

Scalable ETL/ELT pipelines using PySpark, Spark SQL, and Auto Loader for streaming ingestion.

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MLflow & Model Serving

End-to-end ML lifecycle management — experiment tracking, model registry, and real-time serving.

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Unity Catalog Governance

Centralised metadata management, data lineage, and fine-grained access controls across all workspaces.

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10x Faster ML Deployment

Streamlined MLOps pipelines reduce model deployment time from weeks to hours.

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Eliminate Data Silos

Unified lakehouse consolidates data warehouse, data lake, and streaming into a single platform.

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Full Data Lineage

Track data from source to insight with Unity Catalog's end-to-end lineage visibility.

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Multi-Language Support

Work in Python, SQL, Scala, or R — our team delivers in the language your team prefers.

Tableau Visual Analytics Services

We design and deploy Tableau solutions that transform complex datasets into compelling visual narratives. From Tableau Desktop to Tableau Cloud, our certified developers build analytics that drive action.

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Dashboard Design & Development

Pixel-perfect, interactive dashboards with advanced chart types, parameters, and calculated fields.

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Tableau Server / Cloud

Enterprise deployment, permission management, content governance, and performance optimisation.

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Tableau Prep Builder

Visual data preparation workflows to clean, shape, and combine data before analysis.

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Embedded Analytics

Embed Tableau dashboards into your web applications, portals, and SaaS products via Tableau Embedding API.

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Instant Data Visibility

Interactive dashboards give stakeholders immediate access to the metrics that matter most.

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Self-Service Analytics

Empower business users to explore data independently, reducing dependency on IT teams.

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Mobile-Ready Dashboards

Responsive designs optimised for Tableau Mobile ensure insights on the go.

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Live & Extract Connections

Connect live to any data source or use high-performance extracts for optimal dashboard speed.

Google Analytics 4 Implementation

We implement, configure and optimise GA4 for comprehensive digital measurement. From event schema design to BigQuery integration, our GA4 experts ensure you capture every meaningful user interaction.

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GA4 Setup & Tag Management

Measurement plan design, GTM implementation, custom event tracking, and enhanced ecommerce setup.

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Conversion Tracking

Goal configuration, conversion events, attribution modelling, and cross-device journey tracking.

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BigQuery Export & Analysis

Raw event data export to BigQuery for advanced SQL analysis, custom reporting, and ML modelling.

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Predictive Audiences

Leverage GA4’s ML-powered purchase probability and churn probability audiences for smarter marketing.

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Full User Journey Visibility

Cross-platform tracking connects web and app behaviour into unified customer journey reports.

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Privacy-First Measurement

Cookieless measurement, consent mode, and modelled conversions future-proof your analytics.

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Smarter Audience Targeting

GA4 audiences fed directly into Google Ads for higher-performing remarketing campaigns.

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AI-Powered Insights

Automated insights and anomaly detection surface hidden trends without manual analysis.

Adobe Analytics Implementation

We implement and optimise Adobe Analytics for enterprise digital measurement. Our certified Adobe consultants design custom measurement frameworks that deliver the deepest customer intelligence in the industry.

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Measurement Framework Design

Custom variable architecture, solution design reference (SDR), and data layer specification.

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Adobe Launch Implementation

Tag management via Adobe Experience Platform Launch with custom rules, extensions, and data elements.

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Segmentation & Analysis Workspace

Advanced segment building, calculated metrics, and custom Analysis Workspace templates for each team.

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Adobe Experience Platform Integration

Connect Adobe Analytics with AEP, RTCDP, and Adobe Journey Optimizer for unified customer profiles.

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360° Customer Intelligence

Deepest customer journey analytics in the industry with pathing, fallout, and flow visualisations.

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Multi-Touch Attribution

Algorithmic attribution models reveal the true value of every marketing channel and touchpoint.

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Adobe Stack Integration

Seamless data sharing with Adobe Target, Audience Manager, and Campaign for closed-loop marketing.

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Real-Time Reporting

Live visitor counts, real-time segment qualification, and instant campaign performance monitoring.

MixPanel Product Analytics Services

We implement and optimise MixPanel to give your product and growth teams complete visibility into user behaviour. From funnel analysis to retention modelling, we turn MixPanel data into product growth decisions.

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Event Schema & SDK Implementation

Taxonomy design, tracking plan, and SDK integration for web, iOS, and Android applications.

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Funnel & Conversion Analysis

Multi-step funnel configuration, drop-off analysis, and conversion optimisation recommendations.

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Cohort & Retention Analysis

User cohort tracking, retention curves, and lifecycle analysis to identify engagement patterns.

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A/B Testing & Experiments

Feature flag integration, experiment design, and statistical significance reporting for growth teams.

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Increase Activation Rates

Identify and fix the exact steps where users drop off during onboarding and activation.

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Improve User Retention

Cohort analysis reveals which features drive long-term retention vs. early churn.

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Feature Adoption Insights

Understand which features are used, ignored, and loved — inform your product roadmap with data.

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Faster Growth Decisions

Self-service analytics empower product managers to answer questions in minutes, not weeks.

Amplitude Product Intelligence Services

We implement Amplitude to give digital product teams a complete understanding of user journeys, feature performance, and growth opportunities. Our experts configure Amplitude for maximum product intelligence impact.

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Journeys & Pathfinder

Visualise the paths users take through your product — identify the most common routes to conversion.

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Experiment Setup

Configure Amplitude Experiment for feature flags, A/B tests, and multivariate experiments with statistical rigour.

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Behavioral Cohorts

Dynamic cohort creation based on user actions, properties, and predictive scores for targeted engagement.

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CDP & Stack Integration

Connect Amplitude with Segment, Braze, Salesforce, and your data warehouse for unified user data.

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Clear Product Direction

Data-driven product decisions backed by behavioural evidence, not assumptions or opinions.

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Higher LTV

Identify and nurture the user behaviours that predict long-term value and premium conversion.

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Deep User Understanding

Microscopic view of individual user journeys combined with macro-level aggregate trend analysis.

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Faster Iteration Cycles

Real-time experiment results accelerate your build-measure-learn product development cycle.

Our Methodologyh

Our Proven Analytics Delivery Process

A battle-tested 5-step methodology that ensures your analytics implementation delivers measurable business value from day one.

01
Discovery & Strategy
Stakeholder workshops to define KPIs, data sources, governance requirements, and analytics maturity roadmap.
02
Data Architecture
Design scalable data models, pipeline architecture, and platform configuration for your specific business needs.
03
Implementation
Agile delivery of dashboards, pipelines, tracking, and integrations with full QA and UAT sign-off.
04
Training & Enablement
Hands-on training programs to drive user adoption and build internal analytics capability across your teams.
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Managed Services
Ongoing platform support, dashboard maintenance, performance optimisation, and continuous improvement.
SourceMash Analytics Impact Metrics
200+
Dashboards Delivered
8+
Platforms Certified
70%
Faster Reporting
50TB+
Data Processed
icon Power BI Certified icon Snowflake Partner icon Tableau Certified icon Google Analytics Certified
WHY SourceMash

The Analytics Partner That Delivers Results

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Multi-Platform Certified Experts

Our team holds certifications across all 8 platforms — Power BI, Snowflake, Databricks, Tableau, GA4, Adobe Analytics, Mixpanel & Amplitude.

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Business-Outcome Focused

We don’t just build dashboards — we align every analytics deliverable to specific business KPIs and measurable outcomes.

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Rapid Time-to-Value

Agile delivery methodology with quick-win dashboards live within weeks, not months — delivered on time and budget.

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24/7 Managed Support

Dedicated analytics managed services with SLA-backed support, proactive monitoring, and continuous optimisation.

Industry Applications

Analytics Use Cases Across Industries

See how SourceMash delivers data analytics outcomes across a wide range of industry verticals and business functions.

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Retail & E-Commerce Analytics
Sales performance dashboards, inventory analytics, customer segmentation, basket analysis, and omnichannel attribution reporting.
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Financial Services Intelligence
Risk dashboards, regulatory reporting, fraud detection analytics, portfolio performance tracking, and real-time transaction monitoring.
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Healthcare Data Analytics
Patient outcomes reporting, operational efficiency dashboards, clinical trial analytics, and population health management.
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Manufacturing Operations
OEE dashboards, predictive maintenance analytics, supply chain visibility, quality control reporting, and production KPI tracking.
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SaaS Product Analytics
User activation funnels, feature adoption tracking, churn prediction, NPS correlation analysis, and growth experimentation.
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Marketing Performance Analytics
Multi-channel attribution, campaign ROI dashboards, customer acquisition cost tracking, and marketing mix modelling.
Client Success

What Our Clients Say

Real outcomes from enterprises that partnered with SourceMash for their analytics transformation.

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“SourceMash transformed our reporting from weekly manual processes into real-time Power BI dashboards. Our leadership team now has live visibility into every KPI — it’s been a game changer.”

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Arjun Kapoor
VP Analytics, Retail Enterprise
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“The Snowflake implementation by SourceMash cut our data warehouse costs by 38% while improving query performance by 10x. Their team was exceptional from architecture to go-live.”

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Sarah Mitchell
Head of Data Engineering, FinTech
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“We went from zero product analytics to full Amplitude implementation with cohort tracking and experiments in just 6 weeks. The SourceMash team truly understood our product goals.”

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Rahul Nair
Chief Product Officer, SaaS Platform

Ready to Unlock the Power of Your Data?

Let’s build your analytics foundation together. From a single dashboard to a full enterprise data platform — SourceMash delivers analytics that drive real business decisions.

Common Questions

Frequently Asked Questions

Everything you need to know before reaching out to us.

Which analytics platforms does SourceMash specialise in?

Sourcemash has certified expertise across 8 leading analytics platforms: Power BI, Snowflake, Databricks, Tableau, Google Analytics 4, Adobe Analytics, MixPanel, and Amplitude. We can also support multi-platform architectures where these tools work together.

How long does a typical analytics implementation take?

Timelines vary by scope. A focused Power BI or Tableau dashboard project can be live in 2–4 weeks. A full Snowflake data warehouse implementation typically takes 6–12 weeks. We always begin with quick-win deliverables to show early value.

Can you migrate us from our existing analytics platform to a new one?

Absolutely. We have extensive experience migrating between platforms — from Universal Analytics to GA4, from on-premise databases to Snowflake, from legacy BI tools to Power BI or Tableau. We ensure data continuity and business continuity throughout.

Do you provide training for our internal team?

Yes, training and enablement is a core part of every engagement. We deliver role-specific training for business users, analysts, and IT teams to ensure full platform adoption and internal capability building.

What does your Analytics Managed Services include?

Our managed services cover platform monitoring, dashboard maintenance, data pipeline management, performance optimisation, user support, monthly reporting, and proactive recommendations — all backed by SLA-guaranteed response times.