Full stack collective. Part-time commitment.
Product StrategyProduct DesignMVP Development
what
how
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Build first. Learn fast.
We bring strategy, design, and development to ambitious teams — shipping MVPs in weeks, ready for users, and ready for what's next.
What We Build
From problem to product.
01 — PRODUCT STRATEGY
Define the problem
We start by mapping workflow gaps and scoping what actually needs to exist. No decks — just clarity on what to build and why.
02 — PRODUCT DESIGN
Design that ships with the product
UI and interaction design built with AI-accelerated tooling. Design doesn't live in a Figma file waiting for handoff — it ships with the product.
03 — MVP DEVELOPMENT
Full-stack. Functional. Fast.
Full-stack functional prototypes — not clickthroughs. Workflow automation, AI integration, and real systems built to learn from users on day one.
function productStrategy(idea) { // Clarify what to build and why it matters // → User problem definition // → Workflow and systems gap analysis // → Scope that separates signal from noise return roadmap; } function productDesign(roadmap) { // Turn strategy into screens people can use // → UI design with AI-accelerated tooling // → Interaction flows and component systems // → Design that ships with the product return design; } function mvpDevelopment(design) { // Ship something real in weeks, not quarters // → Full-stack functional prototypes // → Workflow automation and AI integration // → Built to learn from users on day one return product; }
How It Works
Working builds every week.
// engagement.process 01 ALIGN // Define the problem, outcome, // and timeline. 02 BUILD // Compressed design + build cycles. // Working software every week. 03 SHIP // A real product goes live — // not slides, not mockups. 04 ITERATE // First version informs // what comes next.
01 — ALIGN
Define the problem
A short conversation to define the problem, the outcome, and the timeline. No multi-week discovery phase. We align on what needs to be proven and start building.
02 — BUILD
Compressed build cycles
We design and build in tight loops. You see working software every week — not wireframes or status updates.
03 — SHIP
A real MVP goes live
Not slides. Not a Figma file. A working product users can interact with.
04 — EVOLVE
Version one informs what comes next
Stay on for iteration or take the keys. The first version is built to learn — what comes next is up to you.
Recent Ships
What we've built recently.
v1.0
Pipeline Performance Gap Detection Engine
Built for a SaaS platform powering AI-driven conversations for revenue teams. The system detects risk, performance, and expansion signals automatically, scores them by revenue exposure, and routes them into a unified priority queue with SLA deadlines. CS teams work a ranked action list — not a dashboard.
stack: Replit · n8n
prototype → VP demo → active engagement
v1.0
Clinical Attendance Tracker
SaaS for behavioral health programs (PHP/IOP). Strategy through working prototype in 3 weeks. Dashboard, census tracking, patient check-in/check-out, and reporting.
stack: Subframe · Replit
v1.0
AI-Powered Document Discovery Platform
Legal tech platform for intelligent document cataloging at scale. Domain-specific prompt frameworks for AI reasoning and natural language querying over structured data.
stack: Replit · n8n · Airtable
// changelog v1.0 Pipeline performance gap detection engine → Built for a SaaS platform powering AI-driven conversations for revenue teams → Detects Risk, Performance, Expansion signals → Unified priority queue ranks every motion by revenue impact → CS works a scored, SLA-tracked action list → Executive stability view, rep diagnostics stack: [Replit, OpenAI] // prototype → VP demo → engagement v1.0 Clinical attendance tracker → SaaS for behavioral health (PHP/IOP) → Strategy → prototype in 3 weeks → Dashboard, census, check-in/out, reports stack: [Subframe, Replit] v1.0 AI-powered document discovery → Legal tech: cataloging at scale → Domain-specific prompt frameworks → NL querying over structured data stack: [OpenAI, n8n, Airtable]
Who This Is For
Dashboards support analysis. Our systems support execution.
The space between your platform and the systems that manage your customers — that's where we build.
const fit = { gap: "The space between your platform and the systems that manage your customers. That's where we build.", problem: "Your team has dashboards that show health scores, usage trends, and performance metrics. They report what happened. Nobody acts on it.", solution: "Micro-services and workflows that function as operational decision systems.", goal: "The point isn't to observe performance. It's to intervene in performance." }; const where = { org: "mid-size to enterprise", teams: "CS, RevOps, Product Ops" }; const notFit = { note: "No maintenance retainers, staff aug, or projects without a clear ship date." };
The gap
Your team has dashboards showing health scores, usage trends, and performance metrics. They report what happened — but don’t translate signals into operational action.
What we build
Micro-services and workflows that function as operational decision systems. The point isn't to observe performance — it's to intervene in performance.
Who we work with
CS, RevOps, and Product Ops teams inside mid-size to enterprise orgs. Teams with domain expertise and a backlog that won't move.
Not a fit
No maintenance contracts. No staff aug. No engagements without a clear outcome.
The Stack
Tools that move fast and stay flexible.
How we explore and build.
Subframe
AI-powered UI design
Replit
Idea to app, fast
n8n
Determinstic automation workflows
OpenAI Agent Builder
Conversational agents
Engagement
How we work together.
Type
Sprint-based
Commitment
Part-time
Cadence
Weekly builds
Duration
2–6 weeks
Handoff
Full ownership
Kick Off
Scope worksession
Your code, your product, your call. No proposals that take longer than the project itself.
// pricing.config const engagement = { type: "Sprint-based", commitment: "Part-time", cadence: "Weekly builds", duration: "2–6 weeks", handoff: "Full ownership", }; // Start with a scope workshop. // No proposals that take longer than // the project itself.

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