EXILLAR
Data Analytics

Your Business Has Questions. Your Data Team Takes Weeks to Answer Them.

Data analytics is not the same as dashboards. It’s the work of answering a new business question with the data you have — pricing effectiveness, retention drivers, funnel leaks, cohort behaviour, campaign ROI. We run analytics engagements that produce a specific answer in days, not weeks, and build the analytics engineering foundation so your next question starts faster than the last one.
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See our analytics case studies
Data Analytics
  • kamedis

  • skandium

  • amg

  • TrueSpot

  • lumesca

  • mash-direct

Where Analytics Capability Breaks Down

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Leadership asks a specific question. The data team comes back three weeks later with a caveated answer.
01
Every new analysis starts with a week of data wrangling. The insight is the last 20% of the work.
02
You’ve invested in a warehouse and BI. You still can’t answer “what drove churn last quarter?” in under a week.
03
Ad-hoc analysis happens in Excel, detached from the warehouse. Nobody can reproduce it.
04
Your analysts produce numbers. Nobody produces insight about what to do differently.
05

Where Are You Starting From?

Need a specific business question answered with rigour
Applied Analytics Engagement
Cohort or retention analysis
Cohort & Retention Analysis
Pricing or promotion effectiveness
Pricing & Promotion Analytics
Customer acquisition funnel diagnosis
Funnel & Conversion Analytics
Marketing attribution across channels
Marketing Analytics
Building an analytics engineering practice
Analytics Engineering Capability Build
Ad-hoc Excel analysis needs to become reproducible
Analysis Productionisation
Executive / strategic analytics on demand
Fractional Analytics Partner
What can I help with ?

    What Changes After We Engage

    Six scenarios the buyer can picture.

    Leadership questions get answered in days

    The CEO asks on Monday "why did EU conversion drop last quarter?" By Thursday you have the funnel breakdown, the segment-level diagnosis, and a recommended action — not a dashboard, an answer.

    Every analysis is reproducible

    A question from last quarter gets revisited. The analyst reruns the DBT model or notebook, checks the numbers, updates the conclusion. Nothing happens in hidden Excel.

    Analysts move faster every month

    The first cohort analysis took three weeks. The second took five days. The third took two. The shared models and patterns compound.

    Insight lands with a recommendation, not just a chart

    Every analytics report ends with "so what" — the three business actions supported by the data, not a visualisation the reader is left to interpret.

    Ad-hoc analysis feeds the model, not replaces it

    An analyst runs a one-off study. The useful tables and metrics get committed to DBT. The work compounds for the next analyst on the next question.

    Executives stop deciding on gut

    A pricing change that would have been decided on intuition gets a proper cohort test plan. The decision is documented with what was tried, what was learned, and why.

    How We Engage

    1

    Scope the question
    We interview the decision-maker in week one to make sure we’re solving the actual business question — not a proxy — and to define what “done” looks like before any SQL gets written.

    2

    Run the analysis
    Combination of SQL, DBT, Python, and BI, engineered to be rerunnable and documented — not a one-off notebook. Every transformation is reviewable. Every metric is defined once.

    3

    Deliver insight + reusable infrastructure
    Final report with recommended actions plus the DBT models, notebooks, or templates that make the next similar question faster. The work compounds across your analytics function.

    Every Week You Wait for an Analysis, the Decision Gets Made Without It

    Book an analytics review. We’ll scope your current question backlog, deliver the top-priority analysis in days not weeks, and leave your analytics engineering foundation faster than we found it.
    Book an analytics review
    Round Shape

    Tools We Work With

    Warehouses
    Analysis & Modelling
    Statistical & Libraries
    BI & Reporting
    Experimentation & A/B Testing
    Product Analytics

    What Clients Say About Working With Exillar

    Excellent work as always by Umair and team. Umair and team continue to provide excellent work product. Highly recommend, responsive and attention to detail. Umair + Exillar team continue to impress and innovate as business needs evolve

    D&K

    D&K | United States

    Thanks for the project. If you are an Executive, you need a PowerBI dashboard. Great working with the team. Many ongoing projects with Umair. Great person to work with.

    Growloup

    Royal Stone | Canada

    These guys are true professionals, they helped me improve the idea of ​​the work I wanted to develop, very kind and prepared. We will definitely do more work together. second work and I’m very statisfied

    willybesmart

    Willybesmart | United States

    The guys were great to work with, very fast to reply and have a deep understanding of PowerBI. This become a learning experience for me as they shared best practices for PowerBI.

    Darcy

    Darcy | United Kingdom

    Thanks for the exceptional work!

    Hans

    Industry MC | United States

    It was a great experience.

    Miguel

    Truespot | United States

    Umair handled my problem timely and efficiently. He is easy to collaborate with and I will be using him again.

    Travis

    United States

    Super good explanation, patience and a good sense of indagatory about the data, sources, etc. The solutions suggested were very safisfactory.

    Raul Rodriguez/F&K

    Chile

    It is always a pleasure to work with Umair and count on his skills to assist us. I highly recommend him. He has excellent communication skills, which makes my life much easier when conveying out needs to a plan, and executing it.

    Alex

    Austria

    Honestly, this has been an outstanding experience from start to finish.The team went far beyond my expectations — not only did they understand a very complex real-world operation, but they were also able to translate it into a functional and well-structured system.

    Latamsa

    Folding Production Control System | Mexico

    Working with Exillar has been amazing. Bhavisha has has gone above and beyond to get us what we need. Very pleased. ~Sherwin

    Loudermilk Homes

    Website development | USA

    It is always a pleasure to work with Umair and his team. Rock start service!

    Alex

    United Kingdom

    Industries We've Worked In

    Retail & E-Commerce
    Healthcare
    Finance & Banking
    Real Estate & Construction
    IoT & Technology
    Manufacturing & Industrial

    Retail & E-Commerce

    Customer analytics, inventory forecasting, and analytics engines that reduce churn and increase basket size.

    Healthcare

    Patient data platforms, clinical reporting, and HIPAA-compliant analytics environments for providers and health-tech.

    Finance & Banking

    Real-time transaction analytics, fraud detection, regulatory reporting, and risk dashboards.

    Real Estate & Construction

    Project data consolidation, budget tracking dashboards, and supply chain analytics across multi-site operations.

    IoT & Technology

    High-volume device data ingestion, stream processing, and analytics platforms for connected product companies.

    Manufacturing & Industrial

    Operational analytics, quality control monitoring, and supply chain visibility platforms.

    Got Questions?

    What's the difference between analytics and BI or dashboards?
    BI and dashboards show you what’s happening. Analytics explains why and what to do about it. A dashboard might show churn is 8%. An analysis tells you which segments are churning, why, and what to try next. Different disciplines; both matter.
    First meaningful answer within two weeks for most engagements. A full cohort or attribution study with reusable DBT infrastructure usually runs four to eight weeks. We scope to the question, not a retainer.
    Your warehouse, your Git, your DBT project. We commit the models and notebooks through your PR process. No shadow analytics environment.
    Yes. Operating model design, hiring profiles, onboarding patterns, and ongoing mentorship are a separate sub-service. Most of our engagements leave behind at least one senior analyst trained in the patterns we set up.
    EXILLAR