Related: For the leadership-level transformation strategy, see SEO Transfo Exec Plan · This doc = operational dashboard · That doc = leadership-level strategy Also: AI Orchestration Architecture (agent-to-skills visual map, subset view).
AI-Native Agency 6 Dept Agents 7 Workstreams 12-Week Blueprint
6 AI Agents × 7 Workstreams × One Operating System
External delivery via department AI agents (Niechciał swarm framework) + internal ops restructuration (ClickUp-First). AI does HOW. Team owns WHAT & WHY. From Task Executors to Ownership Operators.
"Small team + agent swarm + Semantic OS beats large agency without AI. Weak human + machine + good process beats everyone."— Niechciał, SEO Mastery Summit 2026 × Senuto Strategy, Feb 2026
ASpecialized Agent per dept
→
BClaude Skills = Semantic OS
→
CHuman orchestration gate
·
"Don't Hire. Amplify." — Tobi Lütke, Shopify
·
ClickUp = source of truth · Slack = conversation only
6 Client Delivery Agents
Agency-wide
165h
recoverable/week
7 Internal Workstreams
AI tasks total
—
across all workstreams
"Stabilize W1–2 → Standardize W3–6 → Automate W7–12. You don't skip a phase — each must deliver results before opening the next." — SEO Navigator PM Blueprint + Senuto Strategy
Workstream deployment timeline
Workstream
W1–2 · Stabilize
W3–6 · Standardize
W7–12 · Automate
ClickUp Program Hierarchy
Space: Internal Ops / Revamp 2026
Operating Rules
Custom Fields
Definition of Done — Master Checklist
Key Automation Flows — Slack ↔ ClickUp ↔ Claude
Revenue per Employee (RPE) — AI-native benchmark
KPI targets per transformation phase
Research evidence
AI Readiness individual metrics (Phase 2+)
Centaur Teams — human vs AI ownership map
Creativity × Technology = Magic
Without AI:   Creativity × Manual Labor=Slow, limited results
Without humans:Technology × 0 creativity=Generic garbage
SEO NAVIGATOR:Creativity × AI=MAGIC ✦
Ship Now — Top ICE
    Human Gates
      North Star Outcomes
        Known Blockers