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Data & cloud engineering

Pipelines, storage, and compute you can trust—so answers arrive when you need them. ETL/ELT, warehousing, dbt, dashboards, and governance with clear costs.

ETL / ELT Warehousing Dashboards Observability Governance

We design pragmatic data architectures: events in, models that matter, dashboards that inform. From ingestion to governance, we keep the footprint maintainable and the costs transparent.

FAQs · Custom software · Contact

What we build

From raw events to reliable insight.

Right-sized cloud, clear models, and predictable spend.

  • Event collection and CDC (Change Data Capture)
  • Data warehousing (Redshift, BigQuery, Snowflake)
  • Transform and model (dbt, lakehouse patterns)
  • Dashboards and reporting that drive action
  • ML-ready datasets and feature stores
  • Cost, security, and governance guardrails
How we partner

Land value early—iterate with confidence.

Foundation

Stand up ingestion, storage, and first dashboards with sensible guardrails and alerts.

  • Data catalog and ownership
  • Access policies and auditing
  • First “north star” metrics

Scale

Optimize pipelines, SLAs, and cost; expand governed data products to new teams.

  • Throughput and reliability improvements
  • Backfill and schema evolution
  • Chargeback/showback visibility

Insights

Enable experiments and ML on curated datasets with clear lineage and quality checks.

  • Feature stores and model serving hooks
  • A/B testing scaffolds
  • Drift detection and retraining paths
Process

A straight path to trustworthy numbers.

Align

KPIs, decisions, and data sources.

Ingest

Events and CDC with quality checks.

Model

dbt transforms, tests, and lineage.

Serve

Dashboards, APIs, and exports.

Govern

Cost, security, and policies.

Improve

Usage signals drive the backlog.

Examples

What this looks like in practice.

Cost guardrails

Budgets, anomaly alerts, and unit economics per team so surprises disappear.

Quality & lineage

Freshness, schema tests, and column-level lineage so trust is earned.

Real-time feeds

Event streams for ops dashboards and product signals without brittle polling.

Recent results

Make data useful—without the sprawl.

Warehousing

Unified sales view

Consolidated CRM, billing, and web events into one source of truth with governed access.

−38%manual reporting
+19%pipeline accuracy
Observability

Cost visibility

Tagged resources and budgets; alerts on drift and anomalies across environments.

−22%cloud spend
0unknown spikes
ELT

Customer health model

Signals scored for churn and upsell; data products fed success and product teams.

+12%expansion
−17%churn
ML-ready

Forecasting pipeline

Feature store with versioned datasets and automated backfills for modeling.

model iteration speed
95%data test coverage

See more work

Tooling

We pick the right tool—then make it sing.

dbtFivetranAirbyteAirflow KafkaRedshiftBigQuerySnowflake PostgreSQLS3/LakehouseLookerPower BI PythonNode.jsAWSAzureGCP
FAQ

Quick answers.

How fast to a first dashboard?

Most teams see a usable first dashboard in 4–8 weeks. We start with a core KPI and ship in small slices.

Do you work with our cloud?

Yes. We support AWS, Azure, and Google Cloud. You keep ownership of code, cloud, and credentials.

How do you control cost?

Budgets, unit economics, and usage policies by workspace/team with alerts on drift and anomalies.

Fixed price or monthly?

Both. Fixed scope when the plan is clear; monthly when priorities may shift. Either way you see weekly progress.

Let’s build

Ready to trust your numbers?

We’ll stand up a foundation that scales and pays back quickly.