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Sales & GTM for AI Scale-ups · 2026

Sales Team Buildout

This is the hiring system I use to fill the seats in a sales capacity plan. A hiring kit for AEs, BDRs, SEs, FDEs, and GTM engineers: what to select for, and what to reject.

This kit is for enterprise ACV and a real sales cycle, not a high-volume PLG seat.

TL;DR

  • The stage unlocks the hire, not the next org chart.
  • Pair every seller hire. Shared onboarding, an honest A/B.
  • A second miss at day 60 opens the backfill that day.
  • Athletes who still carry a bag, not logo VPs.
  • The kit is ungated. Files are on this page, no form.

Kit

Roles

Contents

The seven sections

Elsewhere

00 · Why this exists

The capacity model is a hiring calendar. The scorecard is the bar.

You do not hire a "sales org." You schedule seats whose year-one production, net of a failure haircut, clears the number you can commit.

This page is how to qualify and select the profiles those seats need: Enterprise AE, BDR/SDR, Sales Engineer, FDE, and GTM Engineer.

Nothing here is HR theater. Same system as the Sales Playbook: stage gates, activity math, day-60 backfills, pair hires.

Who this is for. Founders and boards scaling $1M to $20M ARR who need athletes before they need a logo slide, and who sell subscription or usage into enterprises that need a committee and a C-level signature. Not a product an individual or a small team can evaluate and buy on a company card. High-volume, low-ACV, self-serve PLG is a different job. Open source can still be the land. Snyk got individual users in. Converting a small OSS deployment into an enterprise contract is still this kit, not a separate velocity seat.

The job

Size the seats on the capacity planner. Fill them with the bar on this page. Do not reverse that order.

Contents

01 · Stage gates

Hire the role the stage unlocks. Not the next stage's org chart.

Each band has one question. Pass it and the next role is earned. Fail it and a bigger title is a story you are buying.

Stage unlocks
Stage Question Sellers Support Role unlocked
$0-1M Prove Strangers buy, deploy, renew? Founder + 1 FDE Contract SE FDE, the builder in the room. No VP Sales.
$1-5M Repeat Two non-founder sellers ≥70% quota, two qtrs? 2-3 AE athletes + 1-2 BDRs 1 SE · DevRel GTM engineer by ~$3M. Athletes who prospect + run POVs.
$5-10M Engine Field math clears at real ACV? 6-8 AEs, dual-track 2-3 SEs · BDRs · FDE on strategic More AEs, SEs, FDE on strategic. No VP Sales until evidence.
$10-20M Compound Growth cheaper as ARR grows? 10-14 AEs · EMEA when pull exists SE team · channel More of the same five seats.

01 · Pair every seller hire

Two at a time, shared onboarding, an honest A/B on whether the bar held. Never lower the bar on seat two to "fill the plan."

02 · Backfill on day 60

A second miss at the day-60 activity gate opens the req that same day. The calendar does not wait for a QBR.

03 · Plan at production

Not quota. Haircut new and ramping seats ~30%. Year-one yield vs quota sits at 55-60%.

Hire the motion, not the raise. Do not hire the overlay, the VP Sales, or the international pod on the back of a raise. Hire the next AE athlete after the last one clears the 60-day gate. Capital makes the wrong org more expensive.

The tell

A Stage 2 company hiring a big-company VP with no recent bag and no recent POV is buying a story.

Contents

02 · Profiles

Select for the work. Reject the slide.

Comp figures below are illustrative 2026 US-metro bands for AI and AI-security scale-ups, not an offer. Quota-to-OTE is the number that decides the model.

02.1 · Enterprise AE

The athlete who prospects and still runs the POV.

MEDDPICC. Self-source about one held meeting a week. POV with signed criteria. Comfortable in ambiguity. Illustrative OTE $300-330K, 50/50, quota-to-OTE 3-3.5x, accelerators 1.25x, about 10% of variable on pipeline generation.

Select for

  • Names Economic Buyer and paper process without prompting
  • A self-source story with math, not a territory that was handed over
  • POV discipline: success criteria signed, clock started, kill or close
  • Operates when the ICP is still moving
  • Splits the book into project management and project formation, and cuts the ones that will not become a project
  • Follow-ups recap milestones to value delivery, not "just checking in"

Reject for

  • Cannot name EB, legal, or security review on a live deal
  • No recent self-source; "my SDR booked it"
  • Inflated attainment with no funnel math behind it
  • Wants a brand, a overlay team, and a clean ICP on day one
  • Multi-threads around the champion to chase a title
  • Every follow-up is a single next step with no work-back plan

The AE who hit 200% two years running as we went $1M to $10M lived in project mode. The run is playbook 02.7.

02.2 · BDR / SDR

Paid on held meetings that become Stage 2. Never on dials.

Often two held meetings a week that convert toward Stage 2. Illustrative $90-110K OTE, 75/25.

Select for

  • Held-meeting craft: the meeting shows up, and it is the right person
  • Writes like a human; sequences are a tool, not the job
  • Takes coaching on talk tracks the same week it is given

Reject for

  • Wants to be measured on activity volume
  • Cannot explain why a meeting died between hold and Stage 2
  • Refuses call recording or live coaching

02.3 · Sales Engineer

Success criteria first. POV in 14 days or less. One SE to three AEs.

Illustrative $230-260K OTE, 70/30. Variable on POV win rate and POV cycle time.

Select for

  • Writes success criteria the buyer will sign
  • Scopes a POV that can finish in two weeks, not a science project
  • Partners the AE; does not replace discovery

Reject for

  • Demo theater with no exit criteria
  • Custom work that cannot be productized
  • Hides from the commercial conversation

02.4 · Forward-Deployed Engineer

Scope like a POV. Cost is CAC. Exit is repeatability.

One FDE to two or three strategic accounts. Illustrative $220-280K, 80/20. Bonus on POV wins and on repeats that get productized.

Select for

  • Builds in the account and writes down what should become product
  • Treats time in the account as cost of sale, not as a residency
  • Leaves behind a motion a later AE/SE pair can run

Reject for

  • Permanent professional services in disguise
  • No opinion on what should be in the product
  • Cannot time-box a deployment

02.5 · GTM Engineer

Headless stack. Human gate on every send. Hire by about $3M ARR.

Illustrative $160-200K, base plus bonus on pipeline-per-pod efficiency. Owns the AI-native engine the playbook runs.

Select for

  • Ships systems: CRM, enrichment, outbound, routing, reporting
  • Puts a human on every external send, as a rule, not a preference
  • Makes the AE's week shorter, not the stack more interesting

Reject for

  • Wants to "let the agents run"
  • Tool collecting with no operating cadence
  • Cannot sit with a seller and watch a Monday
Contents

03 · Selection loop

Four conversations, then references. Optional take-home under three hours.

The loop is the same for every seller seat. Time-box it. Score it. Pair-check it. Templates live in 06 Artifacts.

Screen · 20-30m

Can they tell a deal story with math?

EB, paper, self-source, last two quarters of attainment with the funnel behind it. Hang up if the story needs a manager to explain it.

Discovery · 45-60m

Craft against this product, this ICP, this stage.

How they would open a named account. Where MEDDPICC is thin. What they would refuse to demo. Listen for judgment, not enthusiasm.

Role-play · 45-60m

Run the hard part live.

AE: discovery plus a POV-criteria close. BDR: hold a meeting with a skeptical champion. SE/FDE: scope a two-week POV. Record it. Score it.

Take-home · ≤3h

Optional. Never a weekend project.

One account plan, one sequence, or one POV outline. If it takes more than three hours, you designed it wrong.

References

Confirm the story the scorecard already believes.

Manager, a peer, and someone they sold with. Ask about self-source, coaching, and what happened at day 60.

Hire if

Must-have average at or above 3.0, no hard red flag, at least two yes votes, references confirm. Pair check: never lower the bar on seat two.

Red flags that end the loop

  • Cannot name EB or paper. They have been in rooms. They have not run deals.
  • No self-source story. A book that was inherited is not a book they can build here.
  • Stage 2 hire who is a logo VP. Title from a company that already had demand.
  • Refuses coaching or recording. The operating system is the recordings.
  • Inflated attainment without math. If they cannot walk the funnel, the number is a slide.
Contents

04 · Ramp gates

Day 30 inspects setup. Day 60 decides the seat. Day 90 decides the book.

A second miss at day 60 opens the backfill that day. Two reps below the day-60 gates is a company tripwire: reallocate pipeline and open the req the same day.

Activity gates, new seller seats
Gate Enterprise AE BDR SE / FDE
Day 30 CRM live, 15 accounts researched, first discovery held, scorecard reviewed with manager Stack live, first held meeting booked, talk track coached from a recording POV kit ready, first success-criteria draft sitting with an AE
Day 60 Four held discoveries, one Stage 2, self-source visible. Second miss opens backfill that day. Held meetings converting toward Stage 2, on a path to two a week One POV in flight with signed criteria and a clock
Day 90 Eight held discoveries, two Stage 2, first POV opened or a close-plan on a live deal Run-rate near two held a week, Stage-2 conversion in the band POV win or a documented kill against criteria; next POV already scoped
Company tripwire

Two reps below day-60 gates: reallocate pipeline and open the req the same day. Do not wait for the quarter to explain it.

Contents

05 · Comp bands 2026

Pay the work the stage needs. Not the title the candidate wants.

Illustrative US-metro bands for AI and AI-security scale-ups. Plan year-one production at 55-60% of quota. Nobody carries a full number before month seven.

Plan assumptions, not an offer
Role Cash / OTE Split Mechanics
Enterprise AE $300-330K 50 / 50 Quota-to-OTE 3-3.5x. Accelerators 1.25x above plan, no cliffs. ~10% of variable on pipeline generation.
BDR / SDR $90-110K 75 / 25 Paid on held meetings that convert to Stage 2. Never on dials.
Sales Engineer $230-260K 70 / 30 1:3 with AE. Variable on POV win rate and POV cycle time.
FDE $220-280K 80 / 20 1:2-3 on strategic accounts. Bonus on POV wins and on repeats that get productized.
GTM Engineer $160-200K Base + bonus Owns the headless stack. Bonus on pipeline-per-pod efficiency. Hire by ~$3M ARR.

Plan assumptions. 55-60% year-one yield versus quota. ~30% haircut on new and ramping seats. A new AE seat returns about $600K in its first twelve months against a $1.0M steady-state standard. Change those levers on the capacity planner.

Contents

06 · Artifacts

The kit, ungated.

Copy the templates. Fill the blanks. The Acme scorecard is hypothetical and illustrative only. Nothing is behind a form.

Contents

Andrew Wesbecher

Bring the number, and the seats it implies.

If you are scaling $1M to $20M and the next hire is the constraint, the inbox is open. Full-time CRO or VP Sales is the priority.

andrew@wesbecher.llc linkedin.com/in/wesbecher

Companions on this site: Playbook 04 Scale, 05 Capacity, 06 Team, 07 OS, plus the working capacity planner. If the planner sized the seats, start at Enterprise AE.