Your architecture, reviewed every month by someone who builds it.
Calls and reviews for AI, cloud, hybrid, automation and developer platforms: every month, every quarter, once a year or on demand. For vendors and events: talks with live demos, joint talks and explainer videos.
Architecture decisions don't wait for the next workshop.
A workshop gives you a plan. Then the real questions arrive: a new model on Amazon Bedrock, an OpenShift upgrade, a platform team that wants a second opinion by Friday. Setting up a new project for each question takes longer than the decision itself.
A subscription fixes the time, the reply time and the price in advance. You know when you get an answer and what it costs. I know how much time to keep free for you.
Working documents, not a slide deck.
Every call and review ends with something your team can use the next morning.
Decisions written down
Larger decisions end as a short Architecture Decision Record: options, trade-offs, the choice. Your team can still read why in a year.
A ranked findings list
Reviews rate every finding by risk, cost and effort. You fix the expensive problems first, not the loudest ones.
A team that keeps up
Design reviews and internal talks bring your engineers along. The knowledge stays in your company.
Five areas, one reviewer across all of them.
Many reviews stop at one vendor's boundary. Your workloads don't, so the review doesn't either.
AI and GenAI
Model and provider choice, guardrails, evaluation, cost per request, and what data your agents and RAG pipelines can reach.
Cloud on AWS
Account structure, IAM, networking, resilience and cost, checked against the AWS Well-Architected Framework.
Hybrid
Which workloads belong on OpenShift or on-prem, where the data lives, and what that means for latency, cost and operations.
Automation
Infrastructure as code coverage, CI/CD pipelines, configuration drift and the manual steps nobody wrote down.
Developer platforms
Golden paths, self-service, onboarding time and platform maturity against the CNCF Platform Engineering Maturity Model.
From first call to a fixed rhythm.
No long onboarding. The first useful result comes in the first month.
Idea Call, 30 minutes
We look at your architecture, the open decisions and how often you need a second pair of eyes. Free.
First review
I start with the area that carries the most risk. You get the findings list and a plan.
Your rhythm
Monthly, quarterly, once or twice a year, or on demand. Calls, written answers and reviews on a schedule that fits.
Every month, every quarter, or when you need it.
Pick the rhythm that matches how fast your architecture changes. You can move between options when your situation changes.
Monthly levels
- Four levels, from office hours to same-day calls
- Written reply times on every level
- For teams that build and change a lot
Minimum term 3 months
Quarterly Review
- 1 Health Check per quarter
- 60-minute follow-up call with your team
- For stable platforms that still move
Minimum term 2 quarters
Annual Review
- 1 Focused Review with a 90-day plan
- Second review in the same year 10% off
- Before budget planning or a migration
No minimum term
When you need it
- Expert calls and single reviews
- Booked when capacity allows
- Express slots within 24 or 48 hours
No subscription
Capacity you can count on. Subscriptions come with reserved time and written reply times. For larger scopes or busy weeks, specialists from my freelancer network join the work. You keep one contact: me.
Monthly levels
The levels differ in time per month, how fast you get an answer, and how often we review.
Office Hours
- 4 hours per month
- 2 calls of 60 minutes
- Reply within 2 business days
- Call within 5 business days
- 1 quick review per quarter
Minimum term 3 months
Advisor
- 16 hours per month
- Call every 2 weeks, plus ad hoc
- Reply within 1 business day
- Call within 2 business days
- 1 focused review per quarter
Minimum term 3 months
Architecture Partner
- 32 hours per month
- Weekly call, design reviews, ADR sign‑off
- Reply the same business day
- Call the next business day
- 1 focused review per month
- 1 internal talk per quarter
Minimum term 6 months
Priority Partner
Same-day calls- 64 hours per month
- Same-day call when requested by 12:00
- Reply within 2 business hours
- 1 full audit per quarter
- 1 custom internal talk per quarter, ready within 5 business days
Minimum term 6 months · one client at a time
Subscribers on Level 2 to 4 get 10 to 20% off single reviews.
Single reviews and audits
Book once, or combine with the Quarterly or Annual Review.
Health Check
One area in 2 days. Interviews, diagrams and IaC, top 10 findings, 60-minute readout.
Focused Review
One workload or area in 3 to 4 days. Findings rated by risk, cost and effort, 90-day action plan.
Developer Platform Assessment
Platform maturity against the CNCF Platform Engineering Maturity Model.
Full Architecture Audit
AI, cloud, hybrid, automation and developer platform. Report, roadmap, management readout.
Your technology, shown on a real architecture.
Architects and developers trust a working demo more than a product slide. I build the demo on an architecture I would run myself, explain the trade-offs in plain language, and take the hard questions from the room.
Where I speak
AWS re:Invent 2024 and 2025, AWS Community Days across Europe, Cloud Native Days Austria 2026.
What I organise
The AWS User Group Vienna and AWS Community Day DACH.
How I explain
Explainer videos with animated architecture diagrams, in English and German.
Collaboration formats
Every collaboration is scoped to your launch, your audience and your date. Paid content is always labelled.
Joint talk
Your expert and I on one stage, with one shared demo. Your product, my architecture view.
Keynote
One idea your audience remembers, with a live demo instead of slides full of logos.
Webinar or livestream
60 minutes live with your team. Prep call, demo, questions from the chat.
Explainer video
5 to 10 minutes with animated architecture diagrams. Shows where your service fits in a real setup.
Short videos
30 to 90 seconds for LinkedIn, Instagram, YouTube Shorts and TikTok. One concept per video.
LinkedIn posts
Posts and carousels on the architecture behind your launch.
Tell me the format, the date and the audience. You get a proposal within 2 business days.
Request a collaborationOngoing partnerships
For vendors who want to show up regularly. The top level includes a custom talk within 5 business days.
Regular
- 1 LinkedIn post and 1 short video per month
- 1 virtual talk or webinar per quarter
- Content ready in 7 business days
- Reply within 2 business days
Minimum term 6 months
Partner
- 2 LinkedIn posts and 1 short video per month
- 1 explainer video per quarter
- 1 talk per quarter, virtual or in Vienna
- 1 joint talk per half-year
- Reply within 1 business day
Minimum term 6 months
Ambassador
Custom talk in 5 days- 2 LinkedIn posts and 1 video in any format per month
- 1 custom talk per quarter, ready within 5 business days
- 1 joint talk per quarter
- 1 livestream or webinar per quarter
- Reply the same business day
Minimum term 12 months
Book a talk directly
A talk from my catalogue or a new topic for your team or event. Standard lead time 4 to 6 weeks.
Catalogue talk, virtual
30 to 45 minutes plus Q&A
Catalogue talk, in person in Vienna
Catalogue talk, in person elsewhere
Plus travel
Custom talk with live demo, virtual
New topic, spoken freely, no script
Custom talk with live demo, in person
Plus travel outside Vienna
What fast means, in writing.
Every level has a reply time and a booking time. Business hours are Monday to Friday, 09:00 to 17:00 Vienna time.
| Level | Reply time | Call held within | Custom talk ready within |
|---|---|---|---|
| A1 Office Hours | 2 business days | 5 business days | – |
| A2 Advisor | 1 business day | 2 business days | – |
| A3 Architecture Partner | Same business day | Next business day | 3 weeks (internal talk) |
| A4 Priority Partner | 2 business hours | Same day, if requested by 12:00 | 5 business days |
| Quarterly Review | 2 business days | 5 business days | – |
| B1 Regular | 2 business days | – | 3 weeks (catalogue talk) |
| B2 Partner | 1 business day | – | 2 weeks |
| B3 Ambassador | Same business day | – | 5 business days |
| Annual Review and on demand | 2 business days | 10 business days, when capacity allows | 6 weeks |
Express for single bookings. 60-minute expert call from €350. Within 48 hours +25%, within 24 hours +50%, same day +100% if a slot is free.
Talks and content with half the usual lead time +30%. Within 5 business days +60%, if the calendar allows.
A missed service level earns a 10% credit on the next invoice, up to 30% per month. Prices net plus VAT, travel at cost.
Vendors pay for time and reach, not for an opinion.
Paid content is marked
Posts and videos paid by a vendor carry “Werbung” or “Paid partnership” where you see them first.
Only what I have used
I talk about products I have worked with. Vendors check facts. They don't write the script or approve conclusions.
Every report names my ties
Review and audit reports list my partner programmes and current paid collaborations.
Linda Mohamed
Independent AI and cloud architect and international conference speaker. I do the review, give the talk and build the demo myself. Based in Vienna, Austria. Remote or on-site, English or German.
Start with one conversation.
Companies book a 30-minute Idea Call. Vendors and event organisers send a short note with format, date and audience.
- Your architecture and the decisions ahead
- How often you need reviews: monthly, quarterly, yearly or on demand
- For vendors: format, date and audience
- A written proposal within 2 business days
Typically respond within one business day. Vienna, Austria · serving clients globally · [email protected]
