Sales in the AI Era — A Playbook
Build a sales system where every rep gets an AI SDR without hiring another employee
Sales used to be calls per day. Now it's the quality of the system that runs your reps and their agents. How to build a sales machine where AI handles prospecting, drafts the first email, the first proposal, and the first follow-up .. and your reps focus on closing. Objection handling, pipeline truth, and forecasting included.
How to read this playbook · The AI-Era Lens
Sales when AI does the prospecting
The foundation in this playbook (discovery, pipeline math, qualification frameworks, deal mechanics) is timeless. The AI era flipped what 'activity' means and which inputs predict outcomes. Hold these six shifts in your head as you work through every module — the funnel still has the same stages, but the work at each one looks different.
Shift 1
Activity stopped being a useful proxy
Calls per day, emails sent, demos booked — these used to predict pipeline. They no longer do. An agent can run more activity than any human, badly, all day. Read every metric module asking 'what signal is the agent failing to filter out?' rather than 'how do I do more.'
Shift 2
Discovery became hypothesis-testing
Reps used to discover by asking. Now agents pre-research and present a tentative shape; the rep validates or rejects. Read the discovery modules as 'how to design the hypothesis space the agent explores,' not 'what questions to ask cold.'
Shift 3
Prospecting moved from list-building to filtering
Lists are infinite now. The skill is choosing the 50 accounts out of 50,000 that are actually worth touching this week. Read the targeting and account-selection modules as scoring-and-filtering exercises, not list-building exercises.
Shift 4
Reps manage agents, not just deals
A senior rep in 2026 has 3–8 agents handling specific slices (research, follow-up, scheduling, multi-thread reminders, deal-room updates). Read the rep enablement and process modules as 'how to design the agent layer under the rep,' not 'how to train the rep to do all of it.'
Shift 5
Pipeline forecasting needs different math
Win-rate × deal-size × velocity is still right. What changed is that agent-led activity inflates top-of-funnel numbers without inflating quality. Read the pipeline and forecasting modules with a 'discount the agent activity by 50% until validated' filter on the inputs.
Shift 6
Quota design has to adapt
If a rep can carry 3x more deals because agents handle the manual work, quota and comp have to recalibrate. Read the comp and quota modules as forward-looking — the 2019 quota will under-target or over-target the new operator role.
How to read the foundation modules
Read every framework in this playbook through these six shifts. The funnel stages are the same. Qualification still matters. Pipeline math still works. What changed is that the human's hands aren't doing most of the activity anymore — they're designing what the agents do, judging exceptions, and showing up in the moments that need a person. When you do an exercise, fill it in assuming you're directing an agent layer, not executing solo.
What's Inside
27 interactive modules — first 3 are free to preview.
Why this playbook?
Actionable exercises
Not theory — hands-on activities you complete for your business.
Scoring frameworks
Rate where you stand today and track improvement over time.
Battle-tested frameworks
Built and refined inside real operating businesses, not theory.
Walk away with a plan
By the last page, you have a concrete action plan ready to execute.
Who is this for?
Written by Tiago Santana
Growth operator. $100M+ in revenue generated across companies. Founder of Gardenpatch and The Cooling Co.
I've spent the last decade running salesfor companies at $1M–$100M ARR. When AI agents joined the team, almost everything I knew got rewritten. This playbook is what I'd hand a new salesleader on day one in the AI era — not what worked in 2019. Every module is something I'd actually use, today, in my own companies. Money-back if it doesn't help.
More about Tiago →Founding members get a free copy
The honest version: these playbooks launched in May 2026. No reviews here yet — because the first ten people are still reading them.
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Read it. Use it on a real problem you're working through. Tell us what landed, what didn't, and whether it was worth it. Your review goes on this page (with your name + role, or anonymous — your call).
Who this is for: operators running a real team (any size, any industry) who would actually use a framework like this and tell the truth about it. Not for resellers, not for AI-generated reviews, not for five-star-as-default. Critical reviews are more useful than glowing ones.
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