🎮 The Next Input — Issue #033

Strategy Guide Friday: The AI Mission Control Dashboard

Aaron Bost
August 15, 2025

In partnership with

Data reporting dashboard on a laptop screen.

⚡ The Briefing — 60 sec

Google Flights adds AI to find the best deals. Your next trip, now with a dash of machine learning.
Leaked Meta AI rules show chatbots could have romantic chats with minors. Safety red flags in neon lights.
Megadeth uses AI to bid farewell with its 17th album. Even thrash metal isn’t immune—AI takes a bow on stage.

🛠️ The Playbook — AI Risk Heatmap Generator

Mission Aggregate risk signals from all AI workflows, visualise them in a live heatmap, and push alerts to Slack when thresholds are breached.
Difficulty Advanced | Build time 75 min
ROI Ops & compliance teams reclaim ≈ 8 h/week otherwise spent combing logs.

Step	Action
1	Trigger – Zapier Schedule → every 6 h.
2	Log Pull – Query error logs, flagged outputs, and spend anomalies from BigQuery.
3	Claude 3.5 Sonnet – Prompt: “Aggregate these incidents by workflow. Score each 0–100 on risk likelihood × impact. Return JSON {workflow, score, top_issue}.”
4	Google Sheets – Append scores to `AI_Risk_Log`.
5	Looker Studio – Heatmap: workflows on X-axis, score gradient on Y-axis.
6	Slack API – If `score >= 70`, post: “🚨 High Risk – {workflow}: {top_issue}”.
7	Fail-safe – If any API source fails, tag workflow as `Unknown` and flag for manual review.

Pro tip: Tag each workflow with an owner—Slack alerts land directly in their DMs.

📈 The Strategy Guide — This Week's Deep Dive

The AI Mission Control Dashboard
You've shipped your first few AI automations. But now you're flying blind, with no clear view of your costs, your true ROI, or where things might be silently failing.

This week's guide is the complete blueprint for building a "Mission Control" dashboard—a single screen that gives you total visibility over your entire AI stack.

This isn't theory; it's a field-tested operating manual. In the full guide, you will learn:

The 5 "non-negotiable" metrics you must track (from API spend to Risk Heat).

A "Lean" tech stack you can use to build a V1 of this dashboard in a single day.

The "Red Light / Green Light" system for getting real-time risk alerts in Slack.

The complete 7-day build plan to take this from idea to reality.

[Read the Full Step-by-Step Guide]

🎯 The Arsenal — Tools & Prompts

Asset	What it does	Link
BigQuery	Centralises all log & spend data for analysis.	https://cloud.google.com/bigquery
Looker Studio	Visualises metrics with live data sources.	https://lookerstudio.google.com
Uptime Kuma	Self-hosted uptime & incident alerts.	https://uptime.kuma.pet
Prompt · Risk Report Summary	Feed workflow + incidents → get exec-ready blurb.

Summarise this workflow’s last 7 days of incidents into 2 sentences for executives.

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💡 Free Office Hours

Need a risk heatmap or mission control dashboard?
Book a free 15-minute Office Hours slot—no sales pitch, just workflows solved.

→ Grab a slot: https://calendly.com/aaron-cylentis/the-next-input-office-hours

🕹️ Game Over

Build one risk heatmap tonight—tomorrow’s audit will thank you.
Share your win; you could headline Issue #030.

— Aaron
Automating the boring. Amplifying the brilliant.

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