Solutions/Data Engineering & BI

Trust the numbers
on your dashboard.

Data pipelines, warehouse architecture and BI dashboards that turn scattered spreadsheets into one live source of truth your team actually checks.

Warehouse-agnostic architecture
Real-time where it matters
Governed, explainable metrics
App DBAPIsSpreadsheetsWarehousemodeled + validatedLive dashboard
Not another spreadsheet
One source of truth, updated automatically
Not batch-only
Real-time pipelines where it matters
Not a black-box model
Explainable metrics your team can trust
Not locked to one tool
Works with the warehouse you already use

[ What we build ]

Six layers.
One source of truth.

From the first pipeline to the forecasting model, every layer is built so the number on screen is a number your team can defend.

Data Pipeline Engineering

ETL/ELT pipelines that move data from your apps, APIs and files into one warehouse, reliably.

ETLELTScheduled + real-time

Data Warehouse Architecture

Warehouse and data model design on Snowflake, BigQuery or Redshift, built for how your team actually queries.

SnowflakeBigQueryRedshift

BI Dashboards & Reporting

Live dashboards in Power BI, Looker or custom-built, replacing static monthly reports.

Power BILookerCustom dashboards

Real-Time Analytics

Streaming pipelines for metrics that need to update in seconds, not overnight.

StreamingKafkaSub-minute latency

Data Quality & Governance

Validation, lineage and access controls so the numbers in the dashboard are numbers you can trust.

ValidationLineageAccess control

Predictive Analytics & ML Models

Forecasting and scoring models built on your historical data, deployed where your team actually works.

ForecastingScoring modelsDeployment

[ How data moves ]

Four stages,
from source to screen.

INGEST
Pull from every source
Apps, APIs and spreadsheets, on a schedule or in real time.
TRANSFORM
Clean and model
Clean, join and model the data into a shape your team can actually query.
STORE
Land in a warehouse
Built for analytics, not squeezed into your production database.
VISUALIZE
Update automatically
Dashboards and reports refresh on their own — no manual export required.

[ Tech stack ]

Warehouse-agnostic,
by design.

We build against the warehouse and BI tool you already run, or help you choose one — the pipeline layer stays the same either way.

Snowflake / BigQuery / Redshift
Data warehouse
dbt
Data modeling
Apache Airflow
Pipeline orchestration
Kafka
Streaming data
Power BI / Looker / Metabase
BI & dashboards
Python / Pandas
Data processing
Spark
Large-scale processing
Fivetran / Airbyte
Data ingestion

[ FAQ ]

Data questions.
Straight answers.

Ask us directly

It depends on your existing cloud, data volume and team's SQL comfort — Snowflake and BigQuery are common defaults, but we scope this against your actual usage before recommending one.

Ready to trust
the numbers on your dashboard?

Free discovery call. We map your data sources before we propose a warehouse.

Start data projectSchedule a call

Discovery is always free.