Data Platform Modernization
Architect and migrate to cloud-native data platforms. We specialize in Snowflake and Databricks implementations that scale with your business and cut infrastructure costs.
Learn more →
Data & AI Consulting
Accelerate Your
Accelerate Your
Data Future
Propel8 provides data consultancy services to help ambitious organizations design, build, and scale modern data architecture — with expertise in all modern data stack - from Snowflake and Databricks to cost-efficient open-source pipelines that deliver AI-ready infrastructure at scale.
Trusted technologies we implement
Snowflake
Databricks
dbt
Apache Airflow
Apache Iceberg
PostgreSQL
Kafka
Spark
Python
Terraform
Kubernetes
AWS
GCP
Azure
What We Do
End-to-End Data, Analytics & AI Expertise
Open-Source Data Pipelines
Build cost-efficient, production-grade data pipelines using best-in-class open-source tools — dbt, Airflow, Kafka, Iceberg, and DuckDB — without enterprise licensing overhead.
Learn more →AI & ML Enablement
Transform your data platform into an AI-ready foundation. From feature stores and model serving to LLM integration and RAG architectures, we make AI practical.
Learn more →Analytics Engineering
Design semantic layers, data models, and self-service BI that give business teams trusted, governed access to insights without bottlenecking your data engineers.
Learn more →Data Strategy & Architecture
Cut through the noise. We assess your current state, map your goals, and deliver a pragmatic roadmap — buy vs. build decisions, platform selection, and migration planning.
Learn more →DataOps & Platform Engineering
Bring DevOps discipline to your data stack. CI/CD for dbt, infrastructure-as-code with Terraform, observability with Monte Carlo or Great Expectations, and automated testing.
Learn more →
Platform Expertise
Deep Expertise in the Platforms That Matter
SNOWFLAKE PARTNER
The Data Cloud, Fully Realized
From initial setup and data migration to performance tuning, cost governance, and Snowpark-based ML — we've delivered Snowflake implementations that reduced query costs by up to 60% and onboarding time for new data products from weeks to days.
- Zero-copy cloning & time travel for dev/test
- Dynamic Data Masking & column-level security
- Snowpark ML and Python UDFs
- Cost monitoring with resource monitors & query tagging
- Data sharing and Marketplace integration
DATABRICKS PARTNER
Unified Analytics at Lakehouse Scale
We architect Unity Catalog governance layers, build Delta Lake pipelines, and operationalize ML workflows with MLflow — turning Databricks from a raw tool into a governed, production-grade lakehouse that your whole organization trusts.
- Unity Catalog for fine-grained data governance
- Delta Live Tables for declarative pipeline engineering
- MLflow experiment tracking and model registry
- Photon-accelerated query optimization
- Structured Streaming for real-time use cases
Cost-Efficient by Design
Enterprise Power. Open-Source Economics.
Not every problem requires an expensive SaaS license. Propel8 designs and builds production-grade data infrastructure using the modern open-source data stack — giving you full control, no vendor lock-in, and dramatically lower total cost of ownership.
Ingestion & Integration
Data Ingestion
Apache Kafka · Airbyte · Singer · Fivetran alternatives
Transformation & Modeling
Data Transformation
dbt Core · SQLMesh · data contracts
Storage & Query
Data Storage
Apache Iceberg · Delta Lake · DuckDB · Trino
Orchestration
Pipeline Orchestration
Apache Airflow · Prefect · Dagster
Observability
Data Quality & Observability
Great Expectations · Elementary · OpenMetadata
Dashboards
Business Intelligence
Metabase · Superset
0
Data Platform Implementations
0
Client Savings Delivered
0
Query Performance
0
Projects Delivered On Scope
Why Propel8
Why Teams Choose Propel8
01
Practitioners, Not PowerPoints
Our consultants have built production data platforms, not just advised on them. Every recommendation comes from hands-on experience.
02
Platform Agnostic, Cost Obsessed
We're not paid to push any vendor. We find the right tool — commercial or open-source — for your specific constraints and goals.
03
Speed to Value
We use proven accelerators, templates, and patterns to compress implementation timelines. Faster time to insight without cutting corners.
04
Embedded, Not Extractive
We build your team's capabilities alongside the platform. When we leave, your team can own it.
How We Work
A Clear Path from Problem to Platform
Discover
Assess current state, define goals, map data landscape
Design
Architecture blueprints, platform selection, roadmap
Build
Agile delivery sprints, embedded engineers, weekly demos
Scale
Handoff enablement, runbooks, ongoing support options
Ready to Propel Your
Data Forward?
Whether you're modernizing a legacy warehouse, evaluating Snowflake vs. Databricks, or building your first AI-ready data platform — let's talk.
Message sent — we'll be in touch soon.
Thanks for reaching out. Expect a reply within one business day.