From raw events to defensible decisions.
Data Engineering
We bring scattered records into one reliable source of truth that reporting, automation and AI can all depend on. We choose tools your team can run without a dedicated data department.
What you get.
- One source of truth replacing duplicate records
- Reliable imports from spreadsheets and existing systems
- Live dashboards and scheduled reports
- Audit trails on the records that matter
How it gets used.
- Consolidating records from several intake channels
- Reporting and dashboards over live data
- Data clean-up and migration
The technologies we draw on.
We are unromantic about tooling. We pick what your team can run on a Tuesday.
- Postgres
- Supabase
- Prisma
- Drizzle
- Stripe
- Resend
Where this practice shipped.
Wealthbylife
Advisor software that understands clients by their life, not just their money.
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Canadian freight forwarder
A freight forwarder's quoting, shipping and back office on one workflow, from enquiry to closeout.
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A GTA franchise dealership — online parts store
A franchise dealership's live online parts store: catalogue, fitment search and quote/order requests, mobile-first.
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GTA car rental operator
A rental company's booking site, reservation desk and pricing insight, working as one.
ViewUsually alongside.
Engagements rarely live in a single practice. These are the ones the projects above most often paired with this work.
- Systems that survive the second year.Software EngineeringWeb and mobile products built properly, typed end to end, and easy to own for years.
- Trust as an engineered property.Security & ComplianceAccess control, audit trails and consent built into the product, not bolted on afterwards.
- Production-grade intelligence, engineered.AI & LLM InfrastructurePrivate and cloud AI built into real work: assistants, voice agents and automations you can trust.
Data Engineering
From raw events to defensible decisions.
Tell us what you are building and where this practice fits. The person who reads it is the one who would lead the work.