LensReading which lens this session carries.

Function cockpit

Marketing

The content and campaign supply chain runs itself inside a brand frame.

Autonomy0% / 84%

Phase: Phase 3 — Functional orchestration

Operate campaign and content supply chains within approved objectives, budgets, audiences and brand constraints, with consent and claims enforced before anything reaches a market.

Trust score

0

Touchless

0%

Human review

0%

Override rate

0%

Capacity released

20-40% production capacity; 30-50% faster campaign operations (design aspiration)

Accountable human

Chief Marketing Officer

CoS agent: Marketing Chief of Staff

Cost to serve per unit including inference, and where the capacity went

Unit economics

What a unit of Marketing work costs to serve

Cost per unit is stated after inference, not before it.

Units per week

84,963

Cost to serve / wk

$1.1M

was $3.1M

Run-rate saving

$104.9M

annualized at current volume

Inference spend / wk

$247K

23% of cost to serve

Capacity released

200.7 FTE

546 → 345 on the work

Cost to serve by sub-function

Before and after, per unit, with the inference component shown separately.

Sub-functionUnits / wkCost / unit beforeCost / unit nowOf which inferenceChangeWeekly delta
Brand & Positioning7,593$10$4.09$1.02-60%$46K
Market & Competitive Intelligence5,266$27$7.22$2.12-73%$104K
Demand Generation9,293$52$17$3.53-67%$321K
Content Studio7,116$27$8.18$1.56-69%$131K
Campaign Orchestration18,350$29$11$1.77-61%$324K
Digital & Web6,483$17$5.01$1.48-70%$76K
Product Marketing2,502$18$7.49$1.92-59%$27K
Field & Events2,935$12$4.43$1.12-64%$23K
Customer Advocacy12,308$42$17$4.92-58%$298K
Marketing Ops & MarTech13,013$50$16$4.28-69%$449K
Attribution & Analytics104$3K$737$170-74%$217K
Total84,963$3.1M$1.1M$247K-66%$2.0M

Inference is a variable cost that scales with volume, unlike the headcount it replaced.

Where the released capacity went

Capacity that is not redeployed is not a saving, it is a rounding error waiting to be re-hired.

Brand & Positioning

25.7 → 20.2 FTE

5.5 FTE

Redeployed into scenario work and strategy authoring review.

Market & Competitive Intelligence

60.8 → 30.4 FTE

30.4 FTE

Redeployed into cross-function process redesign.

Demand Generation

72.3 → 34.9 FTE

37.4 FTE

Redeployed into customer-facing escalation ownership.

Content Studio

52.3 → 36.4 FTE

15.9 FTE

Redeployed into agent supervision, calibration and coaching.

Campaign Orchestration

108.1 → 65.1 FTE

43.0 FTE

Redeployed into agent supervision, calibration and coaching.

Digital & Web

45.8 → 32.1 FTE

13.7 FTE

Redeployed into agent supervision, calibration and coaching.

Product Marketing

28.6 → 20.8 FTE

7.8 FTE

Redeployed into customer-facing escalation ownership.

Field & Events

35.5 → 25.8 FTE

9.7 FTE

Redeployed into cross-function process redesign.

Customer Advocacy

51.7 → 39.1 FTE

12.6 FTE

Redeployed into control design and independent testing.

Marketing Ops & MarTech

55.1 → 34.6 FTE

20.5 FTE

Redeployed into customer-facing escalation ownership.

Attribution & Analytics

9.7 → 5.5 FTE

4.2 FTE

Redeployed into agent supervision, calibration and coaching.