// Data & Machine Learning
Turn the data you already have into decisions you can trust.
Most organizations have more data than they think. It is just scattered across spreadsheets, point-of-sale systems, and accounting software. We bring it together, clean it up, and turn it into dashboards and forecasts that people actually use.
// What we do
Data & Machine Learning services
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Data pipelines
Automated, scheduled syncs from your business systems into one reliable source of truth.
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Data warehousing
Right-sized warehouses on Postgres, BigQuery, or Snowflake, modeled so reports agree with each other.
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Dashboards & reporting
Clear, self-serve dashboards for owners, managers, and boards, with numbers you don’t have to double-check.
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Forecasting & predictive models
Demand, staffing, and inventory forecasts built from your own history, with honest error bars.
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Data quality & governance
Validation checks, access controls, and documentation so your data stays trustworthy as it grows.
// Typical projects
Where most clients start
Every project is scoped to your needs, but these are common starting points.
- 01
Single source of truth
Connect your sales, accounting, and operations systems so everyone works from the same numbers.
- 02
Seasonal demand forecasting
Plan staffing and inventory for the busy season using past sales, bookings, and weather data.
- 03
Board & grant reporting
Automate the reports funders and boards ask for every quarter instead of rebuilding them by hand.
// Stack
Tools we work with
- Python
- SQL
- dbt
- PostgreSQL
- BigQuery
- Snowflake
- scikit-learn
- Metabase
- Power BI
// FAQ
Common questions about data & machine learning
Do we need a lot of data for machine learning?
Less than you might expect. A few years of sales or operational history is often enough for useful forecasts, and simple, well-built models frequently beat complicated ones on small datasets.
Can you work with our existing spreadsheets?
Yes. Spreadsheets are usually where we start. We automate what they do today, then move the parts that need it into a proper database without disrupting your team.
Which dashboard tool should we use?
Whichever fits your budget and the tools you already pay for. We work with Power BI, Looker Studio, Metabase, and others, and we’ll recommend the simplest option that meets your needs.
// Related
Works well with
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AI & Automation
Put language models to work on the busywork: assistants, document processing, and agents that plug into the tools you already use.
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Cloud Infrastructure
Secure, right-sized infrastructure on AWS, Azure, or GCP: designed, migrated, and managed so you never think about servers.
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DevOps & Platform
Automated builds, deployments, monitoring, and backups so your software ships safely and stays up.
// Contact
Let’s talk about what’s next.
Tell us what’s slowing you down, whether it’s a stubborn manual process, an aging server, or an AI idea you want to test. We’ll help you figure out where to start.
Book a consultationPrefer writing? Send us a note with the form.