Modeling & Analytics Enablement

Built for reliable
decision-ready data.

We design structured data foundations that bring clarity to complex systems and ensure best data architecture.

Bring Clarity to Your Data

We ensure your data is modeled with clarity and consistency, so reporting is dependable and insights are aligned across the organization.

Dimensional
Modeling
Design fact and dimension models optimized for analytics and reporting.
Schema
Enforcement
Tailored, performant datasets for teams and use cases.
Semantic
Layer
Centralized metric definitions for consistent reporting.
Analytics
Enablement
Docs, tooling, and training to drive adoption and speed.

Why 7factor

Your data deserves direction

Engineer-Led Teams
Experienced engineers delivering production-grade data platforms and responsible AI.
Modern Data Platforms
Architecting data platforms leveraging containers and orchestration technologies.
Transparency & Trust
Open communication ensures you’re never in the dark

Our Work

Explore our Case Studies

ESPYR
AWS, Healthcare, Mobile Applications, Productization
iVitaFi
Azure, Engineering Autoscaling, FinTech, Technology Consulting
FLEETCOR
Engineering Autoscaling, FinTech, Mobile Applications
HandyTrac
AWS, Engineering Autoscaling, IoT, Mobile Applications, Technology Consulting
SongSplits
AWS, Mobile Applications, Sports & Entertainment, Technology Consulting
Delta Airlines
Manufacturing, Productization, Technology Consulting

Technologies We Work With

Cloud Platform

AWS
Databricks
Google Cloud Platform
Microsoft Azure
Snowflake

Data Processing & Analytics

Apache Spark
Apache Kafka
Apache Airflow
Elasticsearch
Hadoop
Looker
Power BI
Tableau

Data Processing & Analytics

Apache Cassandra
Amazon S3
Azure Data Lake
Google BigQuery
MySQL
MongoDB
PostgreSQL
Redis

Languages & Tools

Apache Beam
Java
R
NumPy
Pandas
Python
Scala
SQL

Real-time Processing

Amazon Kinesis
Apache Storm
Apache Flink
Azure Stream Analytics
Google Cloud Dataflow

Data Integration & ETL

Apache NiFi
Fivetran
Informatica
Talend
Singer
Stitch

FAQ

Your questions answered.

Yes. We work with tools like Tableau, Looker, and other BI platforms to ensure your data is structured and optimized for reporting and dashboards. Our goal is to make your analytics faster, more reliable, and easier to maintain.

We define and centralize key metrics within your data models, ensuring consistency across dashboards and teams. This eliminates conflicting reports and gives leadership confidence in the numbers they’re using to make decisions.

We design models that are clear, scalable, and aligned to your business goals.Using modern frameworks like dbt, we create well-documented, version-controlled models that make it easy for teams to trust and work with data.

Analytics enablement ensures your teams can actually use the data you’ve invested in. This includes building clean datasets, defining metrics, and supporting BI tools so business users can easily access insights without relying on engineering.

Data modeling is the process of structuring your data so it’s easy to understand, query, and use. A strong data model creates a single source of truth, reduces confusion, and enables faster, more accurate decision-making across your organization.

Our Offerings

Explore More Offerings

Integration & Transformation
Governance & Quality
Managed Services & Staffing
Modeling & Analytics Enablement
Platform & Infrastructure

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Let’s Build
Something Together

Human-centered engineering, built to scale with you.