How we work · Find your path

Which one sounds like you?

Every engagement runs through the same delivery system — the same gates, the same cadence, the same standards. What changes is where you start. Pick the door that fits your moment.

—— Pick the door that fits

Four starting points. One delivery system underneath.

The hub is our delivery system — the same gates, the same cadence, the same standards on every engagement. The spokes are the paths you take through it: which service, in which order, against your specific moment.

Enterprise · 3 paths

CIOs & CTOs with 40 ideas and one budget.

Regulated, board-accountable, procurement-heavy.

The question isn't whether AI belongs in your organization — it's where to start, and how to prove it fast enough to fund the next phase.

Path A · Diagnose before we build

"40 ideas, one budget, a board asking when."

AI Audit Sprint or Build

Walk away with: a prioritized opportunity map, an ROI model, and a buildable roadmap your CFO can sign off on.

Path B · We know the use case. Build it.

"Costs creeping, margins shrinking. We know where AI moves the number."

Ops Audit Automate or Agents

Walk away with: a leak map, prioritized initiatives, and a ROI model — before we touch AI.

Path C · Full AI strategy and a team to execute it

"We know the use case. Ship production-grade AI with governance baked in."

AI-Native Build AI Growth Engine

Walk away with: a shipped production system, compliance posture, and a retained team for the next quarter.

Founders · 3 paths

Seed–Series B founders. Round burning.

Thesis to validate, or build to ship — fast.

You raised on a story and now the runway is the deadline. Either the product validates the story or the next round gets harder. We pick the shortest line between the two.

Path A · I'm not sure it works yet

"Raised on a thesis. Before I burn the round on a build, I need go/no-go evidence."

Prototype Sprint Build

Walk away with: a clickable prototype, an architecture brief, competitive analysis, and a real go/no-go — inside 3 weeks.

Path B · I know what to build. Just ship it.

"Validated the thesis. No six-month discovery phase."

AI-Native Build AI Growth Engine

Walk away with: a shipped product, the code in your repo, and a team through launch and into growth.

Path C · Vibe-coded it. Make it production-ready.

"Shipped something fast. Works. Not ready for real traffic, compliance, or scale."

AI Audit From Vibe to MVP

Walk away with: an honest teardown, a prioritized list, and a team that refactors without tearing down.

Operations · 3 paths

COOs & VPs Ops with bleeding workflows.

Margin-focused. Automation-capable. Data-heavy.

The dashboards are green and the margin is still shrinking. The work isn't finding the bottleneck — it's convincing finance the bottleneck is worth automating, then shipping it without breaking what already works.

Path A · We know something's off. Where?

"I feel the inefficiency but can't point to it. Diagnose before we automate."

Ops Audit Automate or Agents

Walk away with: a leak map, prioritized initiatives, 30-day quick wins, and a 90-day roadmap.

Path B · One workflow is killing us

"We've localized the pain. Skip the diagnostic. Ship the automation."

Intelligent Automation AI Growth Engine

Walk away with: a production automation with guardrails, audit logs, and a retained optimization engine.

Path C · We need agents, not scripts

"Too complex for RPA. It's judgment work — research, routing, escalation."

AI Agentic Systems

Walk away with: a production agent system with a 4-layer architecture, evals, and a structured operational handoff.

Vibe-coded something? · 2 paths

Shipped something fast. Now it needs to hold up.

Cursor / Replit / Claude builds hitting real-world load.

The build shipped fast and the demo killed. Now real users are arriving, compliance is asking questions, and the codebase needs the kind of attention nobody planned for. We start with an honest read of what you have.

Path A · We have something. Is it real?

"What's actually shippable, and what do I rebuild — before I sink another six months?"

AI Audit From Vibe to MVP

Walk away with: an architecture teardown, security review, scalability assessment, and a sequenced plan to make it production-ready.

Path B · We know what's broken. Make it production-ready.

"Triage is done. I need a team that takes the code as-is and ships it for real."

From Vibe to MVP

Walk away with: a production-ready codebase in your repo, an eval harness, observability wired in, and a retained team through the next quarter.

—— What stays constant

Every path. One delivery system underneath.

The path flexes. The standard doesn't. Every engagement runs through the same three gates — a formal go / no-go checkpoint where you see the deliverables, sign off, and decide whether the next phase is worth funding.

01
Gate · 01

Scope Lock

Opens every phase. Scope, success definition, and access are written down and signed off before the work starts. No moving targets.

02
Gate · 02

Mid-Phase Review

Findings, prototype, or PoC reviewed in the middle of the phase. Course-correct now, not at the end. This is where surprises die.

03
Gate · 03

Launch Readiness

Final deliverable in your hands. Quality bar met. You decide whether to proceed to the next phase, change vendors, or hold. Your call.

—— Common questions

What teams ask first.

Which door to pick, what happens between gates, and what changes if your situation doesn't fit cleanly into one of the paths above.

My situation doesn't fit cleanly into any of the paths. What now?

That's most of them. The paths listed are the most common entry points — not the only ones. Bring us where you actually are (mid-pilot, half-built, fundraising while shipping, post-acquisition cleanup) and we'll plug in at the right gate instead of restarting you at Path A of someone's template.

How long does it take to pick the right path?

One 30-minute call, plus a short async exchange. You don't need to know the path before we talk — that's what the call is for. We listen to the situation, propose the path, and put the gates and scope on paper before anyone signs anything.

Can I start with one path and switch mid-engagement?

Yes — that's what the gates are for. At each gate review, the decision is yours: continue, change scope, pivot to a different path, change vendors, or pause. The gate exists so the next phase is a deliberate choice, not a momentum decision.

What happens between gates?

Weekly demos, shared Slack channel, async standups, and a written status report every Friday. No surprises on either side — and the next gate review is on the calendar from day one, so there's no last-minute scramble for a decision.

Do I need to commit to all phases up front?

No. Phases are independently funded and scoped. The SOW covers the next gate — not the whole journey. You can stop after any phase with no penalty and the artifacts already in your accounts.

What's the first read time after I get in touch?

Inside two business days. Dan or Daniel reads the message — not a BDR. If we're a fit, we book the 30-minute call. If we're not, we'll tell you and point you to someone who is.

—— Field notes

What we’re writing about.

Field notes from the studio — what we’re learning about AI products, agent UX, and the messy reality of shipping software in 2026.