by AISpec

90 Minutes That Change
Your Architecture

A private strategy session with a PhD engineer who has shipped 10+ AI products. Architecture review. Product roadmap. Technical clarity.

Dr. Antonio Mastropaolo, PhD — 30+ publications, 10+ shipped products
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Deliverables

What You Walk Away With

Not just advice. Tangible artifacts you can share with your team and act on immediately.

Architecture Review

Deep analysis of your current system design, data flow, and AI/ML pipeline. I identify bottlenecks, anti-patterns, and scaling risks before they become expensive problems.

Product Roadmap

We map your next 90 days of technical decisions. Which features to build, which to cut, what to outsource, and the exact order to ship them in for maximum leverage.

Technical Decision Matrix

Framework vs. build-your-own? Which LLM provider? Monolith or microservices? I give you a weighted decision matrix you can share with your team and investors.

Action Plan

You leave the call with a written document: prioritized next steps, architecture diagrams, and specific recommendations. No fluff, no vague advice, just a clear plan to execute.

Process

How It Works

Three steps. Zero friction.

01

Book Your Slot

Pick a time that works. You get a confirmation with a short intake form so I can prepare.

02

Share Context

Fill out the intake form: your stack, biggest challenge, and what success looks like. I review it before we meet.

03

90-Minute Session

We go deep. Architecture diagrams, live code review, whiteboard sessions. You leave with a concrete action plan.

Ideal Client

Who This Is For

If you're building something with AI and the stakes are real, this is for you.

CTO Scaling ML

Your team is growing, your models are in production, and architectural debt is piling up. You need a second opinion from someone who has shipped at scale.

Founder Building AI

You have the vision but need technical clarity. Which model to fine-tune, how to structure your data pipeline, and whether your MVP architecture will survive Series A.

Engineer Evaluating Options

You are at a crossroads: new framework, new infra, new AI provider. You want to talk to someone who has actually built with all of them, not just read the docs.

Session Breakdown

How We Spend the 90 Minutes

Every minute is structured for maximum value.

15mContext & Goals
45mDeep Dive
20mRoadmap
10mQ&A

Context & Goals

Review your stack, understand constraints, align on what success looks like.

Deep Dive

Live architecture review, whiteboard diagrams, code walkthrough, decision analysis.

Roadmap

Prioritized action plan with timelines, resource allocation, and risk mitigation.

Q&A

Open floor. Anything you want to discuss: hiring, tooling, vendor selection.

Antonio's architecture review saved us three months of refactoring. He found issues in our ML pipeline that two senior engineers missed. Worth every dollar.
JR
James R.
CTO, Series B Startup
Investment

One Session. Total Clarity.

1-on-1 Strategy Call
$300
Flat rate. 90 minutes. No surprises.
90-minute private video call
Pre-call intake & preparation
Architecture diagrams & notes
Written action plan (delivered within 24h)
One follow-up email for clarifications
Recording of the session (if requested)
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100% Satisfaction Guarantee

If you don't find the session valuable, I'll refund you in full. No questions asked.

FAQ

Common Questions

What happens during the call?

We start with 15 minutes of context alignment where I review your current architecture and goals. Then we spend 45 minutes in a deep dive: live diagrams, code review, whiteboard sessions. The last 30 minutes cover roadmap planning and Q&A. You leave with a concrete action plan, not vague advice.

How should I prepare?

After booking, you receive an intake form. Share your tech stack, current architecture (even a rough diagram), your biggest challenge, and what a successful session looks like for you. The more context you provide, the deeper we can go from minute one.

Can I record the session?

Yes, absolutely. I encourage it. You can record on your end, or I can record and share the file with you afterward. Many clients share the recording with their team for alignment.

What if I need more time or ongoing help?

Many clients book a follow-up session after implementing the initial action plan. For ongoing engagements, I offer retainer packages. We can discuss those options during the call if relevant.

Ready to Build With Clarity?

Stop guessing. Get a research-grade architecture review and a concrete plan from someone who has shipped it.

Spots are limited. Sessions are typically booked 1-2 weeks in advance.