ʻImi Analytics | Data Architecture & Analytics Strategy

What we do

From messy data to useful decisions.

Analytics Architecture

Design scalable data, semantic and BI environments that teams can trust and actually use.

Data Strategy

Connect business priorities to a practical roadmap for data, measurement, governance and analytics.

BI & Measurement

Untangle inconsistent metrics, reporting sprawl and measurement gaps so leaders can make decisions with confidence.

AI-Ready Data

Strengthen the data models, definitions and governance foundations required for reliable AI and advanced analytics.

Why it matters

When your data is working against you.

Teams argue over whose number is right.

Create consistent definitions and trusted metrics so everyone is working from the same version of the truth.

Reporting takes forever.

Simplify the architecture and reduce repetitive manual work so answers arrive faster.

You have tons of data but still can't answer basic questions.

Connect the data to the decisions the business actually needs to make.

Your dashboards multiply, but clarity doesn't.

Rationalize reporting around useful measures instead of creating more dashboards for the sake of it.

You want AI, but your data isn't ready.

Strengthen the underlying models, definitions and governance before layering AI on top.

Your data stack grew faster than your strategy.

Create an architecture and roadmap that can actually scale with the business.

Better data architecture isn't an IT project. It's how you get faster answers, more trustworthy decisions, and more value from the data you're already paying for.

About ʻImi

Senior analytics thinking without the giant consulting firm.

ʻImi Analytics bridges business strategy and technical data architecture. We help organizations get beneath the dashboard—understanding the questions that matter, whether the underlying data can answer them, and what needs to change to make analytics reliable and useful.

Experience spanning data architecture, analytics, BI, semantic modeling, measurement, and data supporting marketing, sales, finance, AI and machine learning.

Our approach

Seek deeper. Decide smarter.

1. Seek

Start with the business questions, pain points and decisions that actually matter.

2. Understand

Trace the data, architecture, metrics and workflows behind those decisions.

3. Decide

Build a practical roadmap that improves trust, speed and usefulness.

Your data shouldn't be this hard to use.