Diagnostics Hub

Executive Diagnostics
in 60 Seconds

These are the same forensic instruments I use in R&D Capital Audits. Try them free. If the results show critical leakage, we should talk.

Leadership Diagnostic Routing

Select Your Leadership Seat

September 2026 Executive Framework

Cost Audits & Financial Leaks

Problem: AI Slowing Down Sprints
CTOEMCFO

Why AI Code Slows Down Your Team (PDI)

Your engineers are shipping 3x more code with AI assistants, but releases are slower and bugs doubled. Calculate how much messy AI code is costing your company in dollars.

Calculate AI Code Cost →
Moat Remediation:Track 1: Technical Debt Forensics
Problem: Software Tax Deductions & OpEx
CFO

How to Write Off AI Software Costs Properly

Calculate the difference between real software innovation and hidden maintenance waste to protect your tax deductions, Section 174 filings, and company earnings.

Run Tax & OpEx Audit →
Moat Remediation:Track 6: R&D Capitalization & Section 174
Problem: Board Liability & Unapproved AI
CFOCTO

Board AI Governance & Liability Scorecard

A 10-point check for CEOs, Board Directors, and Audit Committees to evaluate rogue AI agents, data privacy exposure, and capital risks before the next board meeting.

Audit Board Risk →
Moat Remediation:Track 7: Board AI Governance
Problem: Company Valuation Drag
CFOCTO

Valuation Impact Calculator (EV-SE)

See exactly how delayed technical decisions, customer churn, and code debt reduce what buyers or investors will pay for your business.

Calculate Valuation Impact →
Moat Remediation:Track 19: M&A Technical Due Diligence
Problem: Exploding AI Token Invoices
CFOFINOPS

Why Your AI API Bill Outpaces Revenue (AUEB)

Customer signups grew 10%, but your monthly OpenAI or Anthropic bill jumped 300%. Calculate your exact profit margin loss per active user and find your break-even point.

Calculate Token Margin Loss →
Moat Remediation:Track 2: AI Product Economics & Unit Margins
Problem: Cloud GPU vs API Pricing
FINOPSCFO

Why Hosting Your Own AI Model Costs More Than APIs

You rented expensive cloud servers to escape API token fees, but the monthly server bill is higher. Find the exact request volume where self-hosting actually saves money.

Find Hardware Break-Even →
Moat Remediation:Track 14: Local SLMs & Sovereign Inference
Problem: Headcount vs AI Automation
FINOPSCFO

Did AI Actually Lower Customer Support Costs?

Calculate real payroll savings versus the hidden costs of managing, prompt tuning, and supervising autonomous AI agents.

Calculate Headcount Impact →
Moat Remediation:Track 4: Engineering Org Design
Problem: Overpaying on AWS / Azure
FINOPSCTO

When to Move AI Off Expensive Cloud Servers

Calculate how much cash your business gets back each month by moving steady AI database workloads off AWS to dedicated servers.

Calculate Cloud Savings →
Moat Remediation:Track 10: Cloud FinOps & Multi-Cloud Arbitrage
Problem: Small Model Economics
FINOPSCPO

Small AI Model Break-Even Calculator

Calculate the exact number of monthly prompts where fine-tuning a small 8B model beats paying frontier cloud APIs.

Run Break-Even Model →
Moat Remediation:Track 14: Local SLMs & Sovereign Inference
Problem: Unprofitable AI Features
CPOCFO

Is Your AI Feature Losing Money on Each User?

Map flat-rate subscription pricing against actual variable token usage to spot features that eat into your product profits.

Check Feature Margins →
Moat Remediation:Track 2: AI Product Economics & Unit Margins
Problem: Vibe Coding Liabilities
CTOEM

Vibe Coding & Unreviewed AI Code Auditor

Calculate the hidden debt and rewrite costs created when non-technical founders or teams generate thousands of lines of unreviewed code.

Audit Code Risk →
Moat Remediation:Track 1: Technical Debt Forensics
Problem: Agents Breaking Codebases
CTOEM

AI Coding Agent Readiness Check (AARI)

Check your codebase structure and automated test safety before turning on autonomous coding agents like Claude Code or Cursor.

Audit Readiness →
Moat Remediation:Track 15: Multi-Agent Orchestration
Problem: Multi-Agent Token Costs
FINOPSCTO

Multi-Agent AI Token Cost Simulator

Calculate the compounding token bills when multiple AI agents talk to each other in automated loops.

Run Token Simulation →
Moat Remediation:Track 15: Multi-Agent Orchestration

Security Leaks & Rogue AI

Problem: AI Hallucinations in Production
CTO

Stop AI Agents From Going Off-Script ↗

Test how Exogram blocks rogue tool calls, unauthorized database writes, and dangerous prompts without slowing down your app.

Try Live Sandbox ↗
Moat Remediation:Track 8: Runtime AI Safety & Boundaries
Problem: Unmonitored Agent Actions
CTO

Live AI Agent Activity Monitor ↗

Get complete visibility into every command, file write, and external API call made by autonomous AI agents in your stack.

Analyze Activity ↗
Moat Remediation:Track 8: Runtime AI Safety & Boundaries
Problem: Unsafe Tool Connections (MCP)
CTO

MCP Security & Connection Auditor

Find out if your team connected AI tools to internal servers or files without safety boundaries, exposing company code to remote risks.

Scan MCP Tools →
Moat Remediation:Track 8: Runtime AI Safety & Boundaries
Problem: Data Leaks via Public AI
CTOCFO

How to Spot AI Agents Leaking Company Data

Calculate your risk when employees paste private customer data, financial spreadsheets, or proprietary code into public AI tools.

Run Security Audit →
Moat Remediation:Track 12: Enterprise Security & Shadow AI
Problem: AI Jailbreaks & Prompt Attacks
CTO

Test If Hackers Can Trick Your AI App

Test your customer support bots and AI agents against sneaky prompts, hidden instructions, and roleplay bypasses.

Test Prompts Now →
Moat Remediation:Track 8: Runtime AI Safety & Boundaries
Problem: AI Search Giving Bad Answers
CPOCTO

Why Your Search AI Misses Important Answers

See visually how cutting documents into clumsy text chunks breaks meaning, causes hallucinations, and gives bad answers to users.

Visualize Chunk Breaks →
Moat Remediation:Track 11: Prompt vs Fine-Tuning vs RAG

Team Hiring & Engineering Speed

Frequently Asked Questions

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Empirical Foundations • Step 1 to Diagnostic

Research Foundations

Explore Full Corpus (167 Works) →
Built In• September 21, 2026

Claude Code vs. Gemini Spark: How Do They Compare?

Read Work ↗
CIO.com• September 2026

AI Agents Are Creating New Enterprise Governance Risks

Read Work ↗
LinkedIn• September 14, 2026

Things I Got Wrong: A Founder's Post-Mortem on Building AI Products

Read Work ↗
Built In• September 9, 2026

What Is a Frontier Model?

Read Work ↗
Beehiiv• September 9, 2026

The Software Factory Is Running 24/7 (And Nobody Wants the Output)

Read Work ↗
LinkedIn• September 7, 2026

The AI Hype Cycle Is Exhausting

Read Work ↗

"Observability without enforcement is governance theater."

Diagnostic insights are irrelevant without a deterministic interception layer. To remediate the risks identified, you must implement Admissibility-Native architecture.