Weekend Sprint

Architecture. Prototype. Roadmap.
In one weekend.

Friday to Monday. We design your AI platform architecture, build a working prototype, define your knowledge model, and hand you a repository — ready for your team to continue.

Fixed scope. Fixed price. No ongoing commitment.

Request an intro call →Ask a question first

Deliverables

Everything you need to continue building.

Six deliverables, all handed off by Monday afternoon. You own everything — no license, no lock-in.

Architecture specification

Full platform architecture document with agent schema, data model, integration contracts.

Knowledge model & ontology

Structured domain ontology. Topic taxonomy, entity schema, relationship definitions.

Working prototype

Functional code — not slides. Runnable, documented, committed to a Git repository.

Agent schema & tool definitions

Precise tool schemas ready for MCP or function-calling integration.

Roadmap with next steps

Sequenced build plan. What to build next, what to defer, and why.

Git repository

Clean repo with README, architecture docs, and prototype code handed off to you.

How it works

The 72-hour structure.

Kickoff Friday evening. Delivery Monday afternoon. Every hour is planned before the sprint begins.

Friday

2–4 hrs

Kickoff & Architecture

Async briefing materials due. Kickoff call. Problem framing, architecture design, ontology draft.

Saturday

Full day

Build & Integrate

Core prototype build. Agent schema. Knowledge model. Integration contracts. Checkpoint at end of day.

Sunday

Full day

Finalize & Document

Prototype hardened. Docs written. Roadmap completed. Repository prepared for handoff.

Monday

1–2 hrs

Delivery & Walkthrough

Live walkthrough of everything. Q&A. Repository transferred. You own it fully.

Who this is for

Right engagement, right situation.

→Founders or CTOs who need to validate an AI concept before hiring a team

→Engineering teams stuck on architecture decisions who need expert input

→Orgs that have tried internal AI initiatives that stalled or went wrong

→Leaders who need a working prototype for a board, investor, or customer demo

→Companies evaluating AI build vs buy who need an independent architecture view

Not right if

✕You need design/branding work — this is architecture and engineering only

✕You're not ready to provide domain context and async feedback over the weekend

✕You need ongoing execution management — use AI Delivery Studio instead

✕You haven't yet defined the problem you're solving — book a strategy call first

Request an intro call →

Ready?

Start with an intro call.

We'll confirm fit, define scope, and give you an honest assessment before any commitment. If the Weekend Sprint isn't right, we'll say so.