The Cloud Architect's AI Playbook

You already know how to do the work.

You're just tired of how long the writing takes.

Every Solutions Architect I know is brilliant at the actual architecture.

The whiteboard session. The technology decision. The AWS design. The security posture.

What kills the weekend is everything around it.

The discovery doc that takes 3 hours to clean up after a 1-hour call.

The proposal executive summary that goes through 6 drafts because "the CFO doesn't understand the technical bits."

The Architecture Decision Record nobody ever writes because there's no time.

The SOW scope section that's just vague enough to invite scope creep.

The CISO briefing that needs to be both technically precise and readable by a non-engineer.

You know exactly what needs to be said. You just don't have 4 hours to say it perfectly every single time.

That's what this playbook fixes.

The Cloud Architect's AI Playbook is 60 copy-paste prompts — designed specifically for Solutions Architects — that turn your raw notes, your whiteboard sketches, and your half-finished thoughts into client-ready output in minutes, not hours.

Not generic "write me an email" prompts.

Not a 10,000-prompt dump where you have to find the 3 that are actually useful.

Every single prompt in this book was written for the specific situations an SA faces every week — tested against real client work, real proposals, real architecture reviews.

Fill in the brackets. Paste your context. Get output you'd actually send.

What's inside

7 modules. 60 prompts. Zero fluff.

Module 1 — Discovery & Requirements (10 prompts)

Turn messy meeting notes into structured requirements documents. Generate discovery questions tailored to the client's industry. Build assumption logs that protect you from scope creep. Extract stakeholder pain points using the Jobs-To-Be-Done framework. Translate technical requirements into language a CFO will sign off on.

Module 2 — Architecture Design & Documentation (10 prompts)

Write Architecture Decision Records in 3 minutes. Build technology comparison matrices with weighted scoring. Run a Well-Architected Framework review and get a prioritized findings report. Turn a whiteboard sketch into a client-ready architecture narrative. Write trade-off analyses that demonstrate senior-level thinking.

Module 3 — Pre-Sales & Proposal Writing (10 prompts)

Write executive summaries that make CFOs want to read the full proposal. Generate SOW scope sections that are legally precise and scope-creep-proof. Build a pricing justification narrative that makes your rate feel like a bargain. Respond to RFP sections that directly address every requirement. Pre-handle the 5 most likely client objections before they ask them.

Module 4 — Stakeholder Communication (8 prompts)

Translate any technical content into C-suite language in one step. Write status update emails for GREEN, AMBER, and RED projects. Draft risk escalation messages that convey urgency without causing panic. Script presentation narratives with SAY / SHOW / PAUSE / TRANSITION callouts.

Module 5 — Cost Estimation & Sizing (6 prompts)

Write AWS cost estimate narratives that a CFO understands and approves. Justify effort estimates when clients push back on "why so many days." Build a 3-year TCO comparison that wins the business case argument. Find cloud savings opportunities and present them as a pre-sales win.

Module 6 — Security & Compliance Documentation (6 prompts)

Write threat model narratives using the STRIDE framework. Generate security remediation plans that satisfy CISOs. Produce compliance gap analyses mapped to MAS TRM, ISO 27001, SOC 2, or GDPR. Explain IAM policies in plain language for non-technical security reviewers.

Module 7 — Technical Writing & Documentation (6 prompts)

Write runbooks clear enough for an on-call engineer who has never touched the system before. Generate API documentation complete with code examples in cURL, Python, and JavaScript. Write blameless Post-Incident Review reports with 5 Whys root cause analysis.

Bonus — The SA's Daily AI Workflow

How to chain these prompts across a full working day: from pre-call prep → post-call output → architecture work → proposal writing → end-of-day wrap. One pipeline that covers your entire week.

Who this is for

✓ Solutions Architects and Cloud Architects tired of spending 3 hours writing what should take 30 minutes

✓ Pre-sales SAs who write 5–10 proposals a month and need a faster way to get to first draft

✓ Independent consultants who need to produce client-ready documentation without a team behind them

✓ Technical leads who regularly have to translate architecture decisions for non-technical executives

✓ Anyone who has ever thought "I know exactly what I want to say — I just don't have time to say it well"

Who this is NOT for

✗ Developers looking for coding prompts (this is specifically for architecture and client-facing work)

✗ Anyone expecting AI to replace their technical judgment — these prompts make your thinking faster, not unnecessary

✗ People who want a 10,000-prompt bundle they'll never actually use

The honest version of the ROI

One proposal win that you would have lost because the executive summary wasn't clear? That's worth 10, 50, or 500 times the cost of this playbook.

One scope dispute avoided because your SOW was airtight? Same.

One hour saved every day you work? At $100/hr, that's $2,000 a month — every month — for the rest of your SA career.

This is a $37 investment in the work you already do every week

What makes this different from every other AI prompt pack

These prompts were written by someone who actually does this work.

Not a content creator who learned what an "architecture review" is from a blog post.

Not a 10,000-prompt dump scraped from Reddit and repackaged.

Every prompt in this playbook was written for a specific SA scenario, with specific output formats, specific professional standards, and specific instructions that a working Solutions Architect would actually recognize as correct.

The Discovery Call Debrief prompt outputs in the format a Delivery Director wants to read.

The CISO Briefing prompt references CVSS scores, control framework references, and residual risk — because that's what CISOs actually look for.

The SOW Scope Section prompt explicitly avoids vague terms like "best efforts" and "as needed" — because those are how scope creep happens.

The gap between "a generic AI prompt" and "a prompt written by someone who's done 200 of these" is enormous. This is the latter.

Frequently asked questions

Does this work with ChatGPT and Claude?

Yes. Every prompt works with both. The output quality is slightly better with Claude (Sonnet or higher) for long-form documents, and with GPT-4o for structured tables. Both are specified where it matters.

Do I need to be a senior SA to use this?

No. Mid-level SAs (3–5 years) get the most value — the prompts scaffold the output structure that senior SAs have internalized but never written down. Seniors use it for speed. Juniors use it for quality.

Is this a course or a video?

No. It's a PDF playbook — 60 prompts you can open in one window and paste from while you're working in another. No watching required. The format is deliberately simple so you actually use it.

What if the AI output isn't good enough to send directly?

It's a first draft, not a final draft. That's the point. The difference between "starting from a blank page" and "editing a strong first draft" is 60–90 minutes per document. That's what this saves.

Do you offer refunds?

Yes — 30-day no-questions refund. If you use the prompts and don't think they were worth $37, email me and I'll refund you in full.

One more thing

Every prompt has a PRO TIP — a one-line note on the specific thing that makes the output 10x more useful. When to use it. What to watch for in the output. How to stack it with the next prompt in the workflow.

Because knowing the prompt is step one. Knowing how to use it is step two.

Both are in the book.

$37. Instant PDF download. Use it this weekend.

[GET THE PLAYBOOK — $37]