Function cockpit
Revenue Operations
One revenue operating picture, recalculated continuously instead of quarterly.
Phase: Phase 4 — Cross-functional orchestration
Run territory, pipeline, forecast, routing, quote and renewal operations through policies and live signals rather than spreadsheet-driven periodic cycles.
Trust score
0
Touchless
0%
Human review
0%
Override rate
0%
Capacity released
25-45% operational capacity; ±5% forecast variance aspiration
Accountable human
SVP Revenue Operations
CoS agent: RevOps Chief of Staff
Cost to serve per unit including inference, and where the capacity went
Unit economics
What a unit of Revenue Operations work costs to serve
Cost per unit is stated after inference, not before it. Model spend, retrieval, evaluation and the human review time that agents still trigger are all inside the number. A cost-per-unit figure that excludes inference is a marketing number.
Units per week
107,675
Cost to serve / wk
$1.1M
was $3.4M
Run-rate saving
$118.4M
annualized at current volume
Inference spend / wk
$257K
23% of cost to serve
Capacity released
238.1 FTE
624 → 386 on the work
Cost to serve by sub-function
Before and after, per unit, with the inference component shown separately.
| Sub-function | Units / wk | Cost / unit before | Cost / unit now | Of which inference | Change | Weekly delta |
|---|---|---|---|---|---|---|
| CRM Data Stewardship | 12,025 | $45 | $14 | $3.76 | -69% | $373K |
| Pricing & Rate Cards | 11,599 | $13 | $5.11 | $1.18 | -62% | $96K |
| Quote-to-Order | 10,124 | $19 | $5.68 | $1.30 | -69% | $130K |
| Booking & Order Management | 7,986 | $29 | $7.77 | $2.06 | -73% | $168K |
| Billing Interlock | 6,889 | $42 | $14 | $2.00 | -66% | $188K |
| Revenue Recognition Interlock | 17,390 | $43 | $17 | $5.19 | -60% | $452K |
| Renewals & Churn Ops | 3,660 | $16 | $4.79 | $0.66 | -70% | $40K |
| Territory & Comp Ops | 21,288 | $38 | $12 | $1.70 | -69% | $555K |
| Forecast Integrity | 186 | $1K | $368 | $70 | -68% | $147K |
| Systems & Integration | 9,783 | $14 | $3.58 | $1.02 | -74% | $98K |
| Revenue Analytics | 6,745 | $7.34 | $2.85 | $0.46 | -61% | $30K |
| Total | 107,675 | $3.4M | $1.1M | $257K | -67% | $2.3M |
Inference is a variable cost that scales with volume, unlike the headcount it replaced. If volume doubles, the inference column doubles. That is the honest trade being made here.
Where the released capacity went
Capacity that is not redeployed is not a saving, it is a rounding error waiting to be re-hired.
CRM Data Stewardship
30.7 → 16.8 FTE
Redeployed into data stewardship and evidence quality.
Pricing & Rate Cards
36.1 → 28.9 FTE
Redeployed into agent supervision, calibration and coaching.
Quote-to-Order
78.7 → 41.7 FTE
Redeployed into control design and independent testing.
Booking & Order Management
50.7 → 26.3 FTE
Redeployed into control design and independent testing.
Billing Interlock
51.9 → 27.3 FTE
Roles held flat; released hours absorbed volume growth rather than headcount reduction.
Revenue Recognition Interlock
112.0 → 78.3 FTE
Redeployed into cross-function process redesign.
Renewals & Churn Ops
40.9 → 25.5 FTE
Redeployed into exception judgment and supplier relationship work.
Territory & Comp Ops
107.7 → 73.1 FTE
Roles held flat; released hours absorbed volume growth rather than headcount reduction.
Forecast Integrity
13.5 → 7.5 FTE
Roles held flat; released hours absorbed volume growth rather than headcount reduction.
Systems & Integration
78.8 → 47.8 FTE
Redeployed into agent supervision, calibration and coaching.
Revenue Analytics
23.4 → 13.1 FTE
Redeployed into agent supervision, calibration and coaching.