Sprint → Library → AI-Ready Org

Build Your Org Skills Library

Codify your team's best-practice workflows so humans and AI agents can execute them consistently — starting with a 55-minute Customer Data Sprint.

Book Your Skills Sprint Session →

🎯 Who This Is For

Your team has real expertise — in how to run a QBR, triage a churn signal, qualify a lead, prep a discovery call. But it lives in people's heads, not in systems. When a great operator leaves, the knowledge leaves with them. And when you want to bring in an AI agent to handle part of the workflow, there's nothing for it to read.

This engagement is built for scaleup leadership teams in the $5M–$30M ARR range who are ready to change that.

🧭
The Founder-Led CEO Wants institutional knowledge captured before scaling headcount or deploying AI
⚙️
The Ops / RevOps Lead Owns cross-functional process but lacks a format that both teams and agents can use
🤖
The AI-Forward Team Piloting Claude or another LLM but needs structured workflows for agents to execute reliably

📦 What's Included

A structured, 8-week engagement that takes you from scattered workflows to a production-ready skills library — in a format that works for both your humans and your AI tools.

🗺️
Customer Journey Map Miro + PDF output from the 55-min sprint — the architecture of your library
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Skills Candidate Register 20–40 prioritized SKILL.md candidates scored by frequency × impact × automation potential
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10–15 Production SKILL.md Files Fully developed, tested, and filed — covering your highest-value cross-functional workflows
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Obsidian Vault + Access Layer Configured for Claude.ai, Claude Desktop, and Claude for Work — your team uses skills from day one
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Human-in-the-Loop Design Docs Explicit spec of what agents can own vs. what requires human judgment in each skill
✏️
Contribution Guide How your team adds new skills — so the library grows without a consultant in the room

🚀 How It Works

Five phases across 8 weeks. Each phase builds on the last, and the output of the sprint becomes the architecture for everything that follows.

Phase What Happens Output
Sprint & Inventory Weeks 1–2 Run the 55-min Customer Data Sprint with your leadership team — map the journey, audit functional data sources Customer journey map + functional data inventory
Skills Identification Weeks 2–3 Using the journey map as a guide, identify and score 20–40 SKILL.md candidates across functions Prioritized skills candidate register
Skills Development Weeks 3–8 Interview → draft → augmentation test → automation test → file for each skill; work with functional leads directly 10–15 production-ready SKILL.md files
Library Setup & Access Weeks 6–8 Configure Obsidian vault, connect to Claude Desktop via MCP, set up Claude.ai project knowledge Live, accessible skills library
Activation & Cadence Ongoing Monthly skills review — what's being used, what needs updating, what new candidates have emerged Library that stays current and grows

💡 What Your Library Unlocks

The skills library is your AI integration layer. Once workflows are codified, cross-functional data combinations that previously required a room full of people can surface automatically:

CRM close date + CS health score Leading indicator of early churn
Product usage + Sales stage Product-qualified lead (PQL) signal
Support ticket volume + renewal date Renewal risk scoring
Marketing source + expansion revenue True CAC payback by channel
Onboarding completion + 90-day NPS Activation-to-loyalty correlation

Companies that build this library now will plug in new AI capabilities as they emerge. Companies that don't will face the integration overhead every single time.

💰 Investment

Priced as a fixed project fee — no hourly surprises, no scope creep anxiety. Three tiers based on how many skills you need developed and how much ongoing support you want in the first 90 days.

Starter
$6,000
project fee

For teams that want to validate the format with their most critical workflows before committing to a full library build.

  • 55-min Customer Data Sprint
  • Journey map + data inventory
  • 5 developed SKILL.md files
  • Claude.ai project setup
  • Contribution guide
Full Org
$24,000
project fee

For multi-function teams with 20+ workflows to capture, or organizations running a post-M&A integration or major AI deployment initiative.

  • Everything in Core Library
  • 20+ SKILL.md files developed
  • Multi-function coverage
  • Agent automation boundary specs
  • 6-month activation cadence
📐 How the fee is calculated — Core Library
Human-led hours (facilitation, interviews, review)~55h
Agent-led hours (drafting, testing, filing)~16h offset
Blended rate$200/hr
Token volume (full engagement)~200K tokens
AI infrastructure cost<$20
Project fee (includes PM, QA, and 90-day activation)$15,000

Ready to Codify What You Know?

Book a 30-minute session to scope your skills library — we'll identify your top workflow candidates and map a path to your first 5 SKILL.md files.

Book Your Skills Sprint Session →