Tracks/Track 2 — Product Manager / CPO/2-3
Track 2 — Product Manager / CPO

2-3: AI Feature Economics

Designing, managing, and launching AI-native product features.

3 Lessons~45 minSupports Framework: AI Unit Economics

🎯 What You'll Learn

  • ✓ Structure Generative UI
  • ✓ Calculate LLM token margins
  • ✓ Design probabilistic UX
  • ✓ Mitigate hallucination liabilities
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Syllabus Introduction2 MIN READ
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Continue Learning: Track 2 — Product Manager / CPO

2 more lessons with actionable playbooks, executive dashboards, and engineering architecture.

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Access Execution Fidelity.

You've seen the theory. The Vault contains the exact board-ready financial models, autonomous AI orchestration codes, and executive action playbooks that drive 8-figure valuation impacts.

Executive Dashboards

Generate deterministic, board-ready financial artifacts to justify CAPEX workflows immediately to your CFO.

Defensible Economics

Replace heuristic guesswork with hard mathematical frameworks for build-vs-buy and SLA penalty negotiations.

3-Step Playbooks

Actionable remediation templates attached to every module to neutralize friction and drive instant deployment velocity.

Highly Classified Assets

Engineering Intelligence Awaiting Extraction

No generic advice. No filler. Just uncompromising architectural truths and unit economic calculators.

Vault Terminal Locked

Awaiting authorization clearance. Access the module to decrypt architectural playbooks, P&L models, and deterministic diagnostic utilities.

Telemetry Stream
Inference Architecture
01import { orchestrator } from '@exogram/core';
02
03const router = new AgentRouter({);
04strategy: 'COST_EFFICIENT_SLM',
05fallback: 'FRONTIER_MODEL'
06});
07
08await router.guardrail(payload);
+ 340%

Module Syllabus

Lesson 1: Part 1: Lesson 1: Margin Collapse Warning

Interactive Module Section.

15 MIN

Lesson 2: Part 2: Lesson 2: Probabilistic UX Design

Interactive Module Section.

20 MIN

Lesson 3: Part 3: Lesson 3: RAG vs. Fine-Tuning Strategy

Interactive Module Section.

25 MIN
Encrypted Vault Asset

Explore Related Economic Architecture

C-Suite Financials & M&A Diligence

Hard vs Soft AI ROI: Why Developer Productivity is a Trap

Read Answer
Engineering Architecture Economics

Cost of tech debt vs professional technical spec: is there a framework for this?

Read Answer
⚡

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Richard Ewing — AI Economist & Capital Auditor

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