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docs: forward-deployed agency model, architecture, and WP-0009

Add Kai trial-currency business model and engagement architecture
(request → bound agent → ramp-up/down, client vault). Register workplan
KAIZEN-WP-0009 for host-operator@railiance01 pilot and CLI/ledger phases.

2026-07-16 10:28:58 +02:00

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RevenueModel

Monetization concept

KaizenAgentic Revenue Model

How KaizenAgentic captures value on top of the raw token costs for LLM providers.

1. Cost Basis

C = token price of underlying model (e.g. GPT-4o, Claude 3, etc.).
This is the direct variable cost passed through from the model vendor.

2. Markup via Capability Multipliers

KaizenAgentic defines capability tiers (2x–5x).
Markup = Capability Multiplier – 1
- Example: 3x agent = 200% markup over base cost.

3. Gross Margin Structure

Tier	Customer Price	Vendor Cost	KaizenAgentic Revenue (Gross Margin)
2x Agent	2C	C	C (50% margin)
3x Agent	3C	C	2C (66% margin)
4x Agent	4C	C	3C (75% margin)
5x Agent	5C	C	4C (80% margin)

Margins increase with capability tier → incentivizing customers to upgrade.

4. Additional Revenue Streams

Beyond token usage markups:

Subscription Access (recurring):
- Pro Tier (monthly): access to 2x–3x agents + monitoring dashboards.
- Enterprise Tier (monthly/annual): 4x–5x agents + SLAs + private optimization loops.
Professional Services: Custom agent design, integration with developer workflows, consulting.
Data Insights: Aggregated anonymized performance benchmarks offered as an add-on (optional).

5. Example Economics

Assume:

GPT-4o cost = $0.01 / 1K tokens
Customer runs 10M tokens / month with a 4x Agent
Customer Price = $0.04 × 10M = $400
Vendor Cost = $0.01 × 10M = $100
Revenue (Gross Margin) = $300 (75%)

6. Business Model Summary

Transparent: Customers always see pricing tied to base model cost.
Scalable: More usage → more revenue, with healthy margins.
Tiered Value Capture: Higher-capability agents capture proportionally more margin.
Recurring Layer: Subscriptions and enterprise add-ons stabilize revenue beyond token usage.

👉 This makes KaizenAgentic operate like a “talent agency margin model”: you pay the “raw salary” (token cost to the model vendor), and KaizenAgentic earns its cut (markup × value of coaching/optimization).

7. Forward-deployed engagements and trial currency

Staffed Roles (host-operator, coach fleet, etc.) add seat + duty revenue on top of token markup. Trial phase settles in Kai (in-game ledger) to calibrate prices before EUR invoicing. Confidential client operational knowledge is not a supplier data asset — only scrubbed, licensed lessons may improve Role craft.

See ForwardDeployedAgencyBusinessModel.md and docs/forward-deployed-engagement-architecture.md.

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