In Progress

Scope Architect

Intelligent SOW & Technical Roadmap Generator. Transforms vague discovery notes into bankable, high-fidelity project maps using AI-orchestrated logic.

Transforming raw discovery notes into a granular, multi-tier Project Map in seconds.
Preview video coming soon

Scoping is the hardest part
of the project lifecycle.

01

The Invisible Risk

Scoping is where margins die. Underestimating complex tasks leads to erosion of project profit and studio stress.

02

Trust Gaps

Vague, lump-sum quotes build client skepticism. Stakeholders want to see exactly what they are paying for.

03

Senior Resource Drain

Creating a quality SOW often requires hours of senior engineering time—time that should be spent on execution.

04

Missing Edge Cases

Manual scoping often misses the 'dark matter' of development: state management, error states, and infrastructure debt.

Intelligent Scoping.

Scope Architect is a "Senior Solutions Architect" in a box, designed to bridge the gap between vague discovery and bankable contracts.

The Internal Blueprint

A high-density technical breakdown for engineering teams. Includes T-shirt sizing, risk scores, and technical debt flagging.

The Client Proposal

A polished, outcome-focused deliverable. Translates 'Middleware Setup' into 'Secure Access & Authentication' for stakeholders.

AI Task Expansion

Gemini 3.1 Flash-Lite performs a 3-pass expansion on requirements, identifying hidden dependencies and edge cases automatically.

Calibration Engine

A reactive math engine that adjusts budgets and timelines in real-time based on your studio's specific velocity and risk tolerance.

How it works.

Step 01

Ingest Discovery

Drop raw call transcripts or bulleted notes directly into the architect. No formatting required.

Step 02

AI Decomposition

Gemini performs a 3-pass recursive expansion, mapping requirements to modules, features, and atomic tasks.

Step 03

Calibrate & Export

Adjust the complexity sliders and studio velocity. Instantly export an Internal Blueprint or a Client Proposal.

Engineered for precision.

Base Architecture Presets

'Anchor' projects with studio-standard modules (e.g., E-commerce, RBAC, SaaS) to ensure every quote starts with a solid foundation.

Auto-Generated Guardrails

Automatically injects technical exclusions and client assumptions based on the specific features being scoped.

Structural Precision UI

A minimalist, grid-based layout mirroring architectural blueprints. High-contrast monochrome with targeted accenting.

Context-Aware DNA

Injects your studio's tech stack and delivery standards directly into the AI's logic for hyper-relevant technical breakdowns.

Staggered Animations

Framer Motion count-up animations provide visual feedback as the calibration engine ripples through the project math.

Exportable Proposals

Generate high-end web-link proposals or structural JSON/PDF exports for internal handoffs and documentation.

A high-fidelity technical stack.

Built for speed and structured output, leveraging the latest in AI orchestration to ensure deterministic technical breakdowns.

Core
  • Next.js 15
  • TypeScript
  • Tailwind CSS
Intelligence
  • Gemini 3.1 Flash-Lite
  • Vercel AI SDK
  • 3-Pass Recursive Prompting
State & Math
  • Zustand
  • Immer
  • Reactive Math Engine

The end of the vague estimate.

Every agency owner knows the feeling of a discovery call that goes perfectly, only for the scoping phase to drag on for days. You're trying to guess at complexity while protecting your team's time and your client's budget.

Scope Architect turns that guessing game into an architectural process. By using AI to do the "heavy lifting" of decomposition, you can focus on the strategic calibration. It ensures that every quote you send is defensible, transparent, and built on a rock-solid technical foundation.

It's not just a tool for creating SOWs—it's a tool for establishing authority from day zero.
01

Eliminate margin erosion

Identify hidden technical dependencies before they become unbilled changes in production.

02

Build client trust

Deliver a level of transparency that justifies premium pricing and separates you from the competition.

03

Senior time back

Reduce senior engineering time spent on scoping by up to 80% through automated task expansion.

04

Standardized delivery

Ensure every project starts with your studio's specific architectural DNA and guardrails.

Want to talk architecture?

I help agencies build high-fidelity technical systems.

Start your project. Start your project. Start your project. Start your project. Start your project. Start your project. Start your project. Start your project.
Let's build greatness. Let's build greatness. Let's build greatness. Let's build greatness. Let's build greatness. Let's build greatness. Let's build greatness. Let's build greatness.
Start your project. Start your project. Start your project. Start your project. Start your project. Start your project. Start your project. Start your project.
Let's build greatness. Let's build greatness. Let's build greatness. Let's build greatness. Let's build greatness. Let's build greatness. Let's build greatness. Let's build greatness.