AI Hub · AI Implementation
How do you launch AI so it stays safe, measured, and owned?
Readiness, governance, evaluation, and rollout. The operating discipline that separates AI that sticks from pilots that stall.
Guides
Guide · 1 min read
The AI approval matrix: what AI can do alone, and what needs sign-off
A one-page control that decides, for every AI action, whether it runs on its own, needs a human's approval, or stays with a human entirely.
Guide · 1 min read
Earned Autonomy: taking an AI workflow from drafts to autonomous
A step-by-step way to let AI take on more work only as it proves itself — the same logic managed care uses to loosen review for trusted providers.
Blueprints
Inbound Email Triage Agent with Eval Gating
An agent reads every inbound email, classifies it, pulls facts from your systems, and writes a draft reply for staff to approve. Nothing sends automatically until it's measured.
Make.com · Relevance AI · Gmail · QuickBooks Online · Google Sheets · promptfoo
AI Ops KPI Dashboard with Weekly Narrative
A live dashboard of your core operating numbers, plus a plain-English weekly brief that explains what moved, flags risks, and recommends three actions.
n8n · Google Sheets · Claude · Recharts
Multi-Agent Operations Advisory Team
Four specialized agents — research, strategy, marketing, and operations — work in sequence on a business challenge and hand back an executive brief with a 30-day plan.
n8n · Claude
Recent updates
OpenAI's "dots" put always-on AI agents inside ChatGPT
OpenAI launched dots, AI agents that keep working on a goal in the background and connect to thousands of apps. They come with ChatGPT's Business Premium plan, so the real decision for owners is which task to hand over first and what the agent may do without asking.
Buyers approve AI projects that keep a human in the loop
Automation agencies report that SMB owners are far more likely to sign off when a project includes human review, published performance tracking, and clear escalation paths.
Get help with this
AI Readiness & Roadmap
Know exactly where AI pays off before you spend on tools.
AI Agents: Build, Manage, Scale
Agents that start supervised and earn autonomy with data.
Ops & AI Performance Dashboards
See what your operation — and your AI — is actually doing.
AI Governance & Oversight
Clear ownership, controls, and a plan for when AI gets it wrong.
Find the three workflows worth automating first.
A 20-minute operations call. No pitch deck — we look at where your team's hours go and whether AI is the right fix.