How we work
Ship the system, not a slide deck.
A legible method, transparent engagement models, and a short list of things we'll always do — and a few we won't. So hiring us feels low-risk.
The method
The Qanz Loop, in full.
Three phases that run across every engagement, whichever service you start with.
Position
Decide what's worth winning
We start from the business problem, not a channel or a model. Positioning, audience, the use cases worth funding, and the data and governance reality behind them — so everything downstream points the same way.
- Problem definition & success metrics
- Audience, positioning & use-case priorities
- Data and governance reality check
Build
Ship the system, not a slide deck
Senior people build the working thing: campaigns wired to first-party signals, content and creative systems, or AI features that reach production. Scoped tightly, with human review where it matters.
- Working campaigns, content systems or AI features
- Senior-led delivery, shipped in increments
- Human review on anything consequential
Compound
Make the gains stack
We measure what's incremental, fix what isn't, and stay engaged after go-live. Visibility, pipeline and capability are meant to grow without resetting every time a budget pauses.
- Incrementality-backed measurement
- Iteration on what's actually working
- Post-launch ownership & handover
Engagement models
Three ways to start.
Transparent by design. You should know roughly how we'd work together before you ever get on a call.
Sprint
Best when you need clarity fast
A scoped, fixed-length diagnostic or proof of concept. A readiness assessment, a GEO audit, or a working prototype — with a decision-ready output at the end.
- Fixed scope and timeline
- Senior-led, hands-on
- A costed recommendation or working prototype
Project
Best when you know what to build
A defined build to production — a campaign system, a content engine, or an AI feature shipped to real users. Scoped, milestone-driven, and owned through to go-live.
- Build to production, not prototype
- Working software / live campaigns weekly
- Handover, documentation and accountability
Embedded
Best when you need an ongoing steer
A retainer or fractional Chief AI Officer engagement — senior direction and execution alongside your team, compounding the work over time rather than handing it off.
- Ongoing senior direction
- Fractional CAIO available
- Roadmap owned with you, not for you
Commitments
What we'll always do — and what we won't.
Data and governance first
We fix the foundation before choosing a model or launching a channel. It's slower to start and far cheaper than rebuilding later.
No guaranteed ROAS
We won't promise a number that auctions, algorithms and competitors control. We promise the work, the measurement and an honest read.
Ship, don't slideware
The deliverable is the working thing — live campaigns, content systems, AI in production — not a deck that describes one.
Honest about total cost
We put inference cost, maintenance and the unglamorous line items on the table early, so there are no surprises at scale.
Senior people, every engagement
You work with the people doing the work. No layer of juniors between the strategy and the execution.
Capability, not dependence
We leave your team able to run what we built. The aim is to make ourselves optional, not indispensable.
Questions
The practical stuff.
How long does a typical engagement run?
A Sprint is usually a few weeks. Projects run to a defined go-live. Embedded engagements are ongoing and reviewed regularly. We scope timelines honestly up front rather than padding them.
What happens if scope changes mid-project?
We flag it early, explain the trade-off in time and cost, and decide together. No silent scope creep, no surprise invoices.
Who owns the work and the IP?
You do. We build on your infrastructure and accounts, hand over working software and documentation, and set this out clearly in the engagement terms.
Can we start small?
Yes — most clients do. A Sprint gives you a costed recommendation or a working prototype, and you decide what to fund from there.
Start the conversation
Tell us what you're trying to ship.
A short, no-obligation scoping call. We'll tell you whether it's a Sprint, a Project, or not worth doing yet.