Mix of experience, skills, method and technology. No theatre.
How we engage, collaborate, engineer and what you can expect from us at every step.
Discover. Build. Hand off.
Discover
We listen. We ask questions. We draw diagrams — usually a lot of them — and write down what we'd do and why. By the end of discovery you know our recommended approach, what it'll cost, what we're not sure about, and what we think you should do if you don't hire us.
Build and ship
We work iteratively in phases/sprints with periodic demos and decisions along the way. You're in the loop the whole way; nothing gets shipped that we haven't shown you running. We'd rather correct course in week three than rebuild in month three.
Handoff and support
When we're done, you should be able to run what we built without us. Written runbooks, real documentation, walkthroughs with your team. We'll stay on retainer if you want — but you shouldn't need us to keep going.
Flex first. Other shapes when they fit.
Most clients land on Flex. Here's what that means — and what else we offer when something else fits better.
Flex
Most data work doesn't fit a fixed scope at the start. Flex is shaped accordingly — capacity, priorities, and pace all stay revisable.
- Capacity
- Monthly bracket — a minimum so we can plan, a maximum so you don't get a surprise bill.
- Scope & rate
- Whatever's prioritized that month, at a blended rate covering strategy, build, and everything in between.
- Term & billing
- Short contract, easy to revise. Predictable monthly billing — bursts even out across months.
- New clients
- Reduced rate on the first engagement.
Retainer
A standing arrangement, multi-year commitment. Reduced rate in exchange for the longer span. Best when you already know we'll be working together for a while.
Discovery
Standalone if you need a clear read before committing. “what should we build?” or “how would you architect this?” — with no obligation past the discovery itself.
Ongoing support
For systems we built — or systems we didn't. We take the headache out of keeping things running so you can focus on your core business.
Your part.
Our part.
Commitment to the work.
Time, attention, and a willingness to see decisions through. Engineering compounds — but only when the priority sticks longer than a Monday.
Efficient delivery.
Once we know what success looks like, we don't need daily steering to keep moving. We surface decisions that are yours to make and solve the rest — quietly, on the clock you set.
Decisions, on a reasonable cadence.
Engineering moves at the speed of decisions. Tell us when we'll have answers.
Things in writing or in code.
Decisions, designs, status — all written down somewhere you can find them. All work in code repositories for you to see.
Honest priorities.
If something we built last week matters less than something we'll build next week, say so. We'd rather replan than waste your money.
Finished work.
What we start, we finish — or we tell you why we can't, in time to course-correct or pivot.
A real owner on your side.
One person who can answer 'what does success look like?' — and is empowered to make calls when we get to a fork.
No upsell. No overstayed welcome.
No retainer extensions you don't need and no tools or platforms we're trying to sell you on the way out.
On building.
Boring where it works. Modern where it earns it.
We don't pick technology to be interesting. Postgres until it isn't enough. Off-the-shelf orchestrators before custom ones. New tech only when the upside is real and the risk is bounded.
Tests, docs, runbooks.
The unglamorous stuff that keeps systems alive. Every pipeline gets monitored. Every model gets evaluated. Every system gets documentation a future engineer (yours, ours, or someone we've never met) can read at 11pm.
Open source first, vendor lock-in last.
We're not against vendors — we use them — but we won't tie you to one without telling you what it'll cost to leave. If a vendor's pricing scales the wrong way against your usage, we'll say so before you sign.
Right tool for the right job.
We don't have a stack we're selling. We adapt to yours, and we bring opinions when you ask. If you're already on Snowflake, we don't pitch you Databricks; if your dbt project is a mess, we fix it before suggesting a rewrite.
Phases over big bangs.
Prototype → MVP → production. Every phase has a definition of done, a review, and an option to stop. You shouldn't be three months in before you can decide whether to keep going.
Cost-aware by default.
Cloud bills, query credits, and vendor licenses are real numbers — we engineer with them in mind. We benchmark when it matters and tell you upfront when a design choice is going to be expensive. Nobody wants to be the team that doubled the cloud bill.
What it's like to work with us.
We meet you where you are.
Your stack, your team, your constraints. We adapt; we don't make you adapt to us.
We teach as we go.
Diagrams, walkthroughs, written docs, code reviews. By the end of an engagement, your team should be more capable — not more dependent.
We tell you no.
If your idea is wrong, if we're not the right fit, if there's a better path — we'll say so. We'd rather lose the engagement than lose your trust.
We use AI daily, but we don't sell magic.
Since 2025, AI tools are part of how we ship code faster. They're not part of how we price, position, or pitch.
First-name basis. Direct access.
No account or sales managers. No status meetings that should have been emails.
Sound like the kind of partner you're looking for?
Tell us what you're working on. We'll tell you whether we're the right fit.
Get in touch