AWS Community Hero - Vienna

AI workshops that deliver
working prototypes
not just slide decks.

Structured, hands-on workshops that take your team from idea to working AI prototype in 3 sessions. AWS-funded options available.

Book a Free Idea Call See Workshop Formats
12+ Years in IT
6+ Years AI/Cloud
AWS Community Hero
100% AWS Fundable
The Problem

Most AI initiatives stall
at the PowerPoint stage.

Companies invest in strategy sessions and receive reports. Months pass. Nothing ships.

Your team has AI ideas but no roadmap

Everyone knows AI matters. But turning vague ambitions into a concrete, prioritized plan that your team can actually execute is where most organizations get stuck.

Consultants deliver reports, not results

Traditional consulting produces impressive documents. But documents don't process data, automate workflows, or generate value. Your business needs working software.

Prototypes take months and cost too much

By the time a vendor delivers a prototype, the business context has shifted, the budget is spent, and executive sponsors have lost patience. Speed matters.

The Method

3 workshops. 3 weeks.
One working prototype.

A proven, structured flow that moves your organization from "we want AI" to a decision-ready prototype - without the months of back-and-forth.

01
Goal Workshop
2 hours

Define the problem, discover the opportunity

We map your organization's AI ambitions to concrete business problems. Using structured facilitation, we identify and prioritize use cases by business value and technical feasibility.

  • Prioritized AI use case list
  • Business value assessment
  • Clear problem statements
02
Concept Workshop
3 hours

Architecture, AWS services, and cost estimates

Technical deep-dive on the top use cases. We design the architecture, select the right AWS AI services, estimate infrastructure costs, and define what a prototype would look like.

  • Architecture concepts
  • AWS service mapping
  • Cost estimates per use case
03
Decision Workshop
2 hours

Live prototype demo and go/no-go decisions

We present a working prototype of the selected use case. Your team evaluates it live, makes go/no-go decisions for each idea, and leaves with a concrete implementation roadmap.

  • Working prototype demo
  • Go/no-go decisions per use case
  • Implementation roadmap
From first call to working prototype in 3 weeks
Workshop Formats

Choose your starting point

Every engagement is tailored. Start where it makes sense for your organization and expand from there.

1 session - 2 deliverables

Discovery

Find your best AI opportunity and understand where to focus first.

€4,000
  • Prioritized use case shortlist
  • Business value assessment
Get Started
1 session - 3 deliverables

Concept

Prove technical feasibility before committing budget to development.

€5,000
  • Architecture concept
  • AWS service mapping
  • Cost estimate
Get Started
Most Popular
2 sessions - 3 deliverables

Prototype

See it work before you commit. A working prototype changes the conversation.

€7,000
  • Working prototype
  • Architecture concept
  • Implementation roadmap
Get Started
4 sessions - 8 deliverables

Comprehensive

Full transformation roadmap - from AI strategy to multiple working prototypes.

€16,000
  • Multiple prototypes
  • Full transformation roadmap
  • Funding application support
  • Implementation planning
Get Started
Costs up to 100% fundable for eligible AWS cloud projects. Learn about AWS funding
Industries

Deep expertise across
complex industries

AI looks different in every sector. Bring domain knowledge to workshops that understand your regulatory context, data landscape, and competitive pressures.

Media & Broadcasting

Video processing automation, AI-powered content tagging, accessibility features, and audience intelligence at scale.

Video Processing Content Automation Accessibility

Geospatial & GIS

Satellite data analysis, location intelligence pipelines, and AI-enhanced mapping for government and enterprise.

Satellite Analysis Location Intelligence Mapping

Energy & Utilities

Predictive maintenance for infrastructure, grid optimization, and AI-driven sustainability reporting.

Predictive Maintenance Grid Optimization Sustainability

Financial Services

Compliance automation, fraud detection pipelines, intelligent document processing for KYC and reporting.

Compliance Automation Fraud Detection Document Processing

Manufacturing & Logistics

Visual quality control, supply chain intelligence, and predictive maintenance for complex production environments.

Quality Control Supply Chain Predictive Maintenance

Public Sector

Government digitization, accessible citizen services, document automation, and compliant AI deployment.

Government Digitization Accessibility Citizen Services
Use Cases

Real AI applications,
across real industries

Explore detailed use cases showing how AI prototypes have solved specific problems - from media automation to document processing to geospatial intelligence.

AI Video Editing Automation

Auto-cut press conferences, generate highlight reels, process live feeds.

AI Transcription with Speaker Attribution

Multi-speaker transcription for news, podcasts, and enterprise meetings.

Intelligent Document Processing

Automated extraction from contracts, invoices, and forms.

AI Use Case Prioritization

From 57 ideas to 3 fundable prototypes - a structured scoring framework.

Multi-Agent AI Systems

Orchestrating multiple AI agents for complex enterprise workflows.

AWS AI Funding

Up to 100% funded PoC development - how to access it.

Browse all use cases
Deliverables

What clients walk away with

Every workshop produces concrete, decision-ready outputs - not just insights and recommendations.

  • AI Use Case Shortlist

    Prioritized by business value and technical feasibility, ready to present to leadership.

  • Architecture Concepts

    Technical designs mapped to AWS services with clear implementation paths.

  • Working Prototypes

    Functional, demo-ready software your team can evaluate and build on.

  • AWS Cost Estimates

    Realistic infrastructure costs so finance has what they need to approve next steps.

  • Implementation Roadmap

    Phased plan from prototype to production, with team requirements and timelines.

  • Funding Applications

    Pre-prepared AWS funding applications for eligible cloud and AI projects.

"The 3-workshop format gave us a working prototype in under a month. We went from vague AI ambitions to a funded PoC with a clear implementation plan. Exceptional facilitation."
Enterprise Client Financial Services, Vienna
"Linda brought both the strategic vision and the technical depth. We had an architecture concept, cost estimates, and a working demo - all within 3 weeks."
CTO Media & Broadcasting, DACH region
AWS Community Hero
AWS Funding

Up to 100% funded
through AWS

As an AWS Community Hero and certified partner, I navigate the funding process for you - from application to approval.

Up to €10,000

Proof of Concept Funding

AWS funds eligible PoC projects at up to €10,000. Workshop deliverables are designed to meet funding application requirements out of the box.

  • Covers prototype development costs
  • Fast approval for qualified projects
  • Application support included
Up to €400,000

Cloud Migration Funding

Larger cloud transformation projects can qualify for up to €400,000 in AWS migration funding. I help you structure the project to maximize eligibility.

  • Full migration cost coverage
  • Multi-phase project structuring
  • End-to-end application support

Not all projects qualify. Eligibility depends on project scope, AWS services used, and business criteria. I assess your project's funding potential in the free Idea Call.

Linda Mohamed
AWS Community Hero
Based in Vienna
Working globally
About

Linda Mohamed

AWS Community Hero - AI & Cloud Consultant

I've spent 12+ years in enterprise IT - 6 of them focused on AI and cloud architecture. Before going independent, I worked at EY and ebcont, which means I understand both the technical complexity and the organizational dynamics that make or break AI initiatives.

As an AWS Community Hero, I work at the intersection of business strategy and hands-on engineering. I don't just advise - I build. The 3-workshop method was designed to cut through the noise and get organizations to a working prototype as fast as possible.

I work with partners like AION Advisory for engagements that require additional strategic depth, and I'm a trusted resource for AWS-funded innovation projects across the DACH region.

lindamohamed.com Speaking Profile
Get Started

Start with a free
30-minute Idea Call

No commitment. No slides. Just a conversation about your AI goals and whether the workshop format is the right fit for your organization.

Understand your current AI maturity
Identify your highest-value use cases
Assess AWS funding eligibility
Recommend the right workshop format
Book a Free Idea Call

Or email directly: hello@lindamohamed.com