Data Pipelines & Analytics

Your data is scattered across a dozen tools. Reports take hours to pull. By the time you see the numbers, they’re already stale. Decisions get made on gut feel because getting actual data is too slow.

We build data pipelines that automatically collect, transform, and deliver your business data—so you can make decisions based on what’s actually happening, not what happened last month.

What We Build

Data Pipelines

Automated flows that pull data from your source systems, transform it, and load it where you need it.

• Extract from CRMs, ERPs, databases, APIs, spreadsheets, and SaaS tools
• Transform and clean data automatically
• Load into data warehouses, dashboards, or downstream systems
• Schedule runs hourly, daily, or in real-time
• Handle errors gracefully with alerts and retry logic
• Maintain data lineage and audit trails

Data Warehouses

A single source of truth for all your business data—organized, queryable, and ready for analysis.

• Cloud data warehouse setup (Snowflake, BigQuery, Redshift)
• Data modeling and schema design
• Historical data loading and backfill
• Access control and security
• Query optimization

Dashboards & Reporting

Real-time visibility into what matters—not 50-page reports, but the metrics that drive decisions.

• Executive dashboards with KPIs that matter
• Operational dashboards for day-to-day management
• Self-service reporting for your team
• Automated report generation and distribution
• Mobile-friendly access

AI-Ready Data

Structure your data so AI agents and models can actually use it.

• Data preparation for machine learning
• Feature engineering and enrichment
• Vector databases for semantic search
• MCP server integration for AI access

Platforms We Work With

Data Integration

• Fivetran, Airbyte, Stitch — Pre-built connectors for common sources
• n8n, Make, Zapier — Custom integrations and transformations
• Custom Python/SQL — When off-the-shelf won’t cut it

Data Warehouses

• Snowflake — Scalable, performant, great for complex analytics
• Google BigQuery — Serverless, cost-effective for variable workloads
• Amazon Redshift — Tight AWS integration
• PostgreSQL — Open source, great for smaller datasets

Visualization

• Metabase — Open source, easy to use, great for SMBs
• Looker — Powerful modeling, enterprise-grade
• Tableau — Rich visualizations, broad adoption
• Power BI — Microsoft integration, familiar to Excel users

Common Data Problems We Solve

“Our data is everywhere”

We consolidate data from all your systems into a single, queryable source of truth.

“Reports take forever to create”

We automate report generation so data is always fresh and ready.

“We don’t trust our numbers”

We implement data validation, reconciliation, and quality monitoring.

“Different teams have different numbers”

We create shared definitions and a single source of truth everyone uses.

“We can’t answer basic business questions”

We build the data infrastructure that makes your business queryable.

What You Get

Day 1

• Data flowing automatically from key sources
• Basic dashboards showing critical metrics
• Alerts for data quality issues

Week 4

• Comprehensive data warehouse with historical data
• Full dashboard suite for leadership and operations
• Self-service query capability for your team

Ongoing

• Automated daily/weekly reports
• New data sources added as needed
• Continuous optimization and expansion

Our Approach

1. Inventory — Map your data sources, systems, and current reporting
2. Prioritize — Identify the metrics and reports that matter most
3. Architect — Design the data model and pipeline architecture
4. Build — Implement pipelines, warehouse, and dashboards
5. Validate — Ensure data accuracy and completeness
6. Train — Get your team comfortable with the new tools
7. Iterate — Add sources, refine reports, expand capabilities

Who This Is For

• Businesses making decisions on outdated or incomplete data
• Teams spending hours on manual reporting
• Leaders who want real-time visibility into operations
• Organizations preparing data for AI and machine learning
• Companies that have outgrown spreadsheet-based analytics

Get Your Data Working

Schedule Your Free Data Assessment →

We’ll map your data landscape, identify quick wins, and outline a path to data-driven decisions—no obligation.