Last Tuesday, my morning brief was waiting before I opened my laptop. Trend analysis across key industries had identified where our services had untapped product-market fit. Three account risks had already been flagged in Slack — and I hadn’t typed a prompt.
Five months ago, I was typing faster and calling it a transformation. Most customers I talk to are still there, especially for knowledge work. They’re at Level 1 and think they’re at Level 4.
The Five Levels
I’ve been adapting Dan Shapiro’s driving-automation framework, focused on knowledge work and customer-facing roles:
L0 — Spicy Autocomplete
You fix an architecture or customer brief with AI. The customer experience is unchanged.
L1 — The Intern
You draft emails and summarize accounts faster. Same depth, same lead time. The customer doesn’t notice.
L2 — The Copilot
You walk into the meeting with sharper architecture trade-offs, deeper customer understanding, and pre-defined outcomes. Decision docs same-day, not next week. The customer feels the responsiveness.
L3 — The Safety Driver
You arrive with insights they didn’t ask for. “I saw your team picked distributed data systems over centralized, structured data — here’s what three other customers learned.” Pre-reads land before the meeting, not the morning of.
L4 — The AI-First SA
AI tests your strategies asynchronously. Prototype workloads run overnight. You bring back data the customer didn’t have time to gather and pre-empt risks before they’re raised.
L5 — The Strategic Partner
Multi-quarter roadmap conversations. Cross-portfolio patterns surfaced without being asked. The customer treats you like someone who knows their business as well as they do.
What Most Miss
It’s tempting to measure AI maturity by how clean your inbox is. The customer doesn’t see your inbox. They see how you show up. The free time AI creates is raw material — what you build with it (depth, foresight, sharper decision-making) is the actual role.
Where are you today, and what would the next level let your customers feel?
