AI Implementation Roadmap

Knitter's Circle


Strategic Framework for Sustainable Growth Without Burnout, designed by Dr. Elisa Janson Jones for Kathy Selman. This report presents a comprehensive and data-driven strategic plan for leveraging AI capabilities to achieve growth & freedom goals.

This roadmap was designed in accordance with the proprietary C.A.L.M. AI Navigator™ Framework.

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Executive Summary


Knitter's Circle works because of you. Your students don't just stay—they finish projects. They don't just learn—they feel seen. In a noisy, transactional world, you've built something rare: a place where care, clarity, and community actually live.

But the same qualities that make your business beloved have become the bottleneck to growth. When you are the system, there's no room to scale, to step back, or even to rest.

This roadmap is not about replacing your voice with automation. It's about creating smart systems that let you stay present where it matters most—teaching, building culture, pursuing strategy—without burning out.

Expected Outcome: By month 6, you'll reclaim 4–5 hours per week. By month 12, growth won't be limited by your personal availability.

What We Found: Research Snapshot



  • $120k–$150k Annual Revenue

    100+ members paying $50/month for structured curriculum, live sessions, and community.

    Clear Value Proposition

    You convert people who've failed at knitting elsewhere into project completers. The secret: expert teaching + emotional safety + personal presence.

  • Clear, Step-by-Step Teaching

    Complex techniques broken into manageable pieces. No jargon, no gatekeeping.

    Emotionally Safe Community

    Mistakes are normalized. Effort is celebrated. Members feel genuinely welcomed.

    Your Personal Presence

    Members know you're there, you care, and you're responding. This matters more than people realize.

  • YouTube

    Free, impersonal, easy to quit. No community feel.

    Craftsy & Larger Platforms

    Scale, but less personal. Members feel anonymous.

    Your Advantage

    Personal + structured + safe. Competitors offer one or two. You offer all three.

🧭 The C.A.L.M AI Navigator Design Framework

  • Primary Question: What is actually happening in this business right now?

    The Bottleneck

    Your personal availability. You're doing six jobs simultaneously:

    1. Creating new lessons (strategic, high-value)

    2. Teaching live sessions (relationship-building, high-value)

    3. Answering questions (repetitive, ~5 hrs/week)

    4. Hand-holding new members (repetitive, costs you hours)

    5. Moderating community (important, medium-value)

    6. Running operations (administrative, medium-value)

    Result: You're at capacity. Every hour on #3–4 is an hour not on #1–2. This directly caps growth.

    What's Actually Working

    Teaching methodology — Proven to work. Members finish projects.

    Community culture — Safe, welcoming, rare, valuable.

    Member retention — High. People stay and refer friends.

    Market demand — Strong post-pandemic interest in maker skills and community.

    The Real Advantage

    You've created a rare combination: personal teaching relationship at scale. You can't clone yourself 1:1, but you CAN systematize your voice and standards. This lets you grow 2–3x without losing the personal feel.

  • Primary Question: What should this business actually optimize for?

    Your Goals (Translated into Action)

    Reduce repetitive work Support volume down to <1 hr/week (from 5 hrs/week)

    Help new members onboard themselves Self-service pathway, <30 min from signup to first module

    Maintain teaching quality Lesson quality maintained or improved; your voice recognizable

    Scale sustainably 2–3x members without proportional stress increase

    Build business resilience Systems run for 2+ weeks if you're absent

    The Dominant Objective

    Reduce founder-dependent manual work by 60% without compromising member experience or teaching quality.

    If we hit this, everything else becomes possible. Time frees up for quality, growth, and sustainability.

  • Primary Question: Where does AI create disproportionate advantage?

    We identified three strategic leverage points. Not ten partial solutions—three levers that directly solve your constraint.

    Lever 1: FAQ Bot

    • What it does: Answers common questions 24/7 in your voice, instantly.

    • Solves5 hrs/week of "Where is Module 2?" "What is gauge?" questions

    • Benefit Save ~2 hours per week immediately

    • Uses Circle's native AI or ChatGPT (tools you already have)

    • Maintenance 30 min per week to keep current

    Lever 2: Learning Pathways

    • What it does: New members see their path and progress automatically. No hand-holding needed.

    • Solves Eliminating "What do I do next?" questions and months of onboarding work

    • Benefit Onboarding becomes <30 minutes instead of hours

    • Uses Teachable's drip automation + Circle milestone messages

    • Maintenance 30 min per new module you add

    Lever 3: Clarity Assistant

    • What it does: Reviews your lessons before publishing. Gives feedback on clarity and voice.

    • Solves Spending 4–5 hours rewriting each lesson until it feels right

    • Benefit Save 30–60 min per lesson, with same or better quality

    • Uses ChatGPT with custom prompt (you already have access)

    Maintenance10–15 min per lesson (just part of your process)

  • Primary Question: How does this become real without dependency?

    The 12-Week Roadmap

    WEEKS 1–3: FOUNDATION

    • Gather 15–20 FAQs, tone guide, learning path, writing samples

    • ⏱️ ~5 hours over 3 weeks | Result: Organized what you already know

    WEEKS 4–6: FIRST WIN (FAQ BOT)

    • Set up FAQ Bot in Circle or ChatGPT, test, launch

    • ⏱️ ~3 hours setup + 30 min/week | Result: Save ~2 hours/week

    WEEKS 7–12: EXPANSION (PATHWAYS + CLARITY)

    • Launch Learning pathways + embed clarity assistant into your workflow

    • ⏱️ ~7 hours setup + 10–15 min per lesson | Result: Self-serve onboarding, faster creation

    WEEKS 13–16: STABILIZATION

    • Document How systems work, establish 30-min/week maintenance rhythm

    • ⏱️ ~4 hours + 30 min/week | Result: Systems are permanent

Success Checkpoints


    • FAQ Bot is live Handling 5+ questions/week in your voice

    • Time saved ~2 hours per week

    • Feeling Relief (not more stress)

    • New member onboarding <30 min from signup to first module

    • Support volume Down 30–40% from baseline

    • Feeling Like you can breathe

    • Business resilience Could take 2 weeks off; systems run fine

    • Member feedback "I knew exactly what to do when I joined"

    • Feeling Sustainable

    • Everything on autopilot 4–5 hours/week you didn't have before

    • Growth capacity 2–3x members without proportional stress

    • Feeling Real freedom

Investment & Timeline

Your Time Investment

  • Upfront (12 weeks)~19 hours total (Foundation through Stabilization)

  • Ongoing~1–2 hours per week for maintenance

  • Context: You're currently spending 5+ hours/week on repetitive support. This system frees that up.

Financial Investment

  • New subscriptions needed: ZERO

  • ChatGPT Plus (optional)$20/month = $240/year

  • Circle & TeachableAlready paying

All systems use tools you already have.

Optional: Implementation Support

  • Implementation Consultation (Live): $500/90-minute call

  • Implementation Consultation (Recorded): $300/Recorded AMA

  • AI Build Assistance: $1000-10,000 depending on complexity

  • DIY Option $0 (you handle everything yourself with the roadmap)

⚠️What Could Go Wrong (& How We Prevent It)

  • Risk: You add too many systems at once. Everything breaks because you're overwhelmed.

    Prevention: Do ONE system at a time. FAQ bot first. Then everything else.

  • Risk: Your onboarding is confusing now. You automate it. Members are confused faster.

    Prevention: Test manually first. Your curriculum is good—you're just not making the path visible.

  • Risk: The bot doesn't sound like you. Members feel the difference.

    Prevention: Train it on your actual voice. Review weekly. Retrain if needed.

  • Risk: You set up systems, then ignore them. New FAQs don't get added. Pathways go stale.

    Prevention: 30 min/week, every week. Make it non-negotiable habit.

  • Risk: You disappear from community. Members feel like they're in a bot-run platform.

    Prevention: These systems FREE you up to be MORE present, not less. Bot handles logistics. You focus on people.