While They Lost Trust, You Found the Openings
The Trust Crisis
Good morning. ☕ Come sit with me for a minute. This week was a lot.
Amazon's AI tool took down Amazon's own cloud infrastructure. For thirteen hours. The company selling AI infrastructure got taken out by its own AI. OpenAI had employees who flagged a mass shooter's concerning conversations BEFORE the incident — and leadership decided not to alert police. Anthropic just closed a $30 billion funding round and shipped Claude Sonnet 4.6 the same week. Perplexity pulled their ads, admitting they were a mistake — while OpenAI is adding them. And electronics prices are spiking because AI companies are buying up ALL the components. They're calling it "RAMaggedon." Every single story this week is about the same thing: trust. Who has it. Who lost it. Who's building it. And friend — I found five money moves hiding in every single crack.
The Claude Deployment Specialist
Drama: Anthropic closed a $30 BILLION funding round (valuation: $380B). Then dropped Claude Sonnet 4.6 — second major model release in two weeks. Meanwhile OpenAI pursuing $100B in funding at $830B valuation.
Confessional 1 — Anthropic: "$30 billion. And then we shipped Sonnet the same week. Some companies celebrate funding rounds. We celebrate by shipping." — adjusts safety goggles, opens deployment dashboard
Confessional 2 — OpenAI: "Oh, $30 billion? That's cute. We're raising $100 billion. But who's counting?" — nervous laughter, refreshes fundraising spreadsheet
Claude is becoming the enterprise standard. Every company evaluating AI needs someone who knows Claude inside and out — deployment, API integration, custom workflows. Anthropic is spending $30 billion to win. Ride. The. Wave.
"Claude Enterprise Integration" — help companies deploy Claude for specific workflows (customer support, content, code review, research). $5K–$20K per engagement. Anthropic is spending $30B to win. You're the person who helps companies use what they're building.
The AI Reliability Architect
Drama: A 13-HOUR AWS outage caused by Amazon's OWN AI tool — Kiro AI coding tool made changes that brought down services. The irony is chef's kiss.
Confessional 1 — Amazon: "So our AI tool... took down our own infrastructure. For 13 hours. Look, we're calling it a 'learning opportunity.' Internally, we're calling it something else." — closes incident report, updates resume
Confessional 2 — Microsoft: "Amazon's AI took down Amazon. And people wonder why I test Copilot so carefully." — sips coffee, drafts press release about Azure reliability
Every company deploying AI in production just got a wake-up call. AI reliability testing, AI incident response planning, AI deployment guardrails — this is a WHOLE practice area that barely exists yet. If Amazon can't prevent this, what chance does everyone else have?
"AI Deployment Risk Assessment" — audit a company's AI-in-production systems for single points of failure, rollback procedures, and incident response. $8K–$20K per assessment. Amazon just proved even the biggest players need this.
The "Not-Ad-Supported" Positioning Play
Drama: Perplexity PULLED its ads, admitting they were a mistake. Meanwhile OpenAI reportedly adding ads to ChatGPT. Two companies, opposite directions on the same issue.
Confessional 1 — Perplexity: "We tried ads. Ads tried us. It didn't work. Sometimes the flex is admitting you were wrong before the other company makes the same mistake." — looks directly at OpenAI, sips tea
Confessional 2 — OpenAI: "Ads? What ads? We're exploring 'monetization strategies.' That's completely different from..." reads Perplexity headline "...okay fine, we'll see how it goes." — schedules meeting with ad team
There's a consulting lane in ad-free premium AI tools. Also: any business using Perplexity now has an ad-free, citation-backed research tool. Package that into a workflow for teams who need clean intelligence without the ad noise.
"AI-Powered Research Workflows" — build ad-free, citation-backed research systems for teams using Perplexity + Claude. $3K–$8K per team setup. Clean intelligence, no ad noise. That's the pitch.
The AI Safety Auditor
Drama: OpenAI employees flagged a mass shooter's disturbing ChatGPT conversations BEFORE the incident — leadership decided NOT to alert police. Massive questions about duty to warn, monitoring obligations, liability.
Confessional — OpenAI: "We flagged concerning conversations. Our employees said to call police. And leadership... made a different call. I'm not going to sit here and defend it. But I will say: nobody has the playbook for this yet." — stares at wall, schedules all-hands about "safety processes"
Every AI company needs a safety response protocol. Every company USING AI chatbots in customer-facing roles needs policies on flagging concerning content. This is a whole compliance and ethics consulting practice. This story just made every legal team sit up straight.
"AI Safety Response Protocol Design" — build policies, escalation frameworks, and incident response procedures for companies deploying conversational AI. $10K–$25K. The news cycle created the urgency. You deliver the solution.
The RAMaggedon Advisor
Drama: Electronics prices spiking because AI companies buying ALL the components. DRAM prices up 100%+. SK Hynix's entire 2026 production already sold out. Auto industry bracing for chip shortages. They're calling it "RAMaggedon" and it could last YEARS.
Confessional — Nvidia: "Everyone's fighting over RAM. Meanwhile, I'm the reason they need more RAM. You're welcome." — adjusts leather jacket, checks commodity prices
Supply chain intelligence is GOLD right now. Companies need advisors who understand the AI-driven component shortage and can help them plan procurement, negotiate contracts, and find alternatives. The shortage is real. The panic is profitable.
"AI Supply Chain Impact Assessment" — help companies (auto, electronics, IoT) understand how AI demand affects their component supply and build mitigation strategies. $8K–$15K per assessment. Pick your industry. Own the knowledge gap.
The Meta Move: The AI Trust Architect
Amazon's AI broke Amazon. OpenAI knew about danger and didn't act. Perplexity admitted ads were wrong. Anthropic is spending $30B on "responsible" AI. RAMaggedon is hitting consumers. EVERY story is about trust — who has it, who lost it, who's building it. The horizontal play? Become the person companies trust to navigate AI deployment responsibly.
"AI Trust & Governance Advisory" — monthly retainer helping companies build and maintain trust in their AI deployments. Covers reliability, ethics, transparency, and stakeholder communication. $3K–$10K/month. Trust is the new currency. You're the mint.
Word — Talk Tracks (4 career stations)
"Did you hear about Amazon this week? Their own AI tool took down their own cloud for 13 hours. Thirteen. Hours. If Amazon can't prevent their AI from breaking their own systems, what makes any company think they don't need someone checking the guardrails? That's the practice I'm building."
"We need to have an honest conversation about our AI deployment risks. Amazon's own AI tool caused a 13-hour outage this week. What's our incident response plan if our AI tools go sideways? I want to own that assessment before it's an emergency."
"OpenAI had employees who flagged a mass shooter's conversations and leadership didn't call police. We need an AI safety response protocol. What's our policy when AI surfaces concerning content? I'm drafting a framework this week."
"Perplexity pulled their ads. OpenAI's adding them. The ad-free AI research tool positioning just got validated. I'm building AI-powered research workflow packages for teams. Clean intelligence, no ad noise. That's the pitch."
ACTION — 15-Minute Prompt
Saturday Sprint (2-Col Grid)
Draft an "AI Deployment Risk Assessment" service page for your website. Include what you audit, how long it takes, and what the client gets. The AWS outage just gave you the world's best case study.
Document every AI tool your company runs in production — who owns each one, what happens if it fails, and who gets called at 2 AM. You just created the document nobody knew they needed.
Create an AI incident response checklist based on the AWS outage lesson. What should any company do when their AI tool breaks their own systems? Share it with your leadership team.
Write a LinkedIn post about what the AWS AI outage teaches us about reliability. The conversation is live. The takes are flowing. Get yours in while it's fresh.
Launch Pad (For Students/New Grads)
Write a case study on the AWS AI outage. What happened, why it matters, what companies should learn. Post it on LinkedIn or Medium. This is the kind of analytical thinking hiring managers notice. Forward this to someone building their portfolio. 👋🏾
Weekly Philosophy
"Every adversity, every failure, every heartache carries with it the seed of an equal or greater benefit." — Napoleon Hill
Before You Go
This week was a lot. A mass shooting story. A 13-hour outage. Companies raising billions while trust breaks down. If the weight of the news is sitting heavy — put the phone down. Go outside. Call someone who makes you laugh. The opportunities will still be here Monday. But YOU need to be here too. Take care of yourself first. Always. — Susan
Go build your own security. ☕
P.S.: If you're tired of just reading about AI opportunities and you want to build real strategic intelligence — The Oracle Table Method teaches you how to extract opportunity from chaos like this. Every single week. Not just consuming. Building. 🪞
