Ship a working prototype in 5 days.
An intensive 5-day Prototype Workshop that takes one scored use case from architecture to working software running against your real data, with a Go/No-Go decision artefact at the end. Not a slide deck. Not a demo on dummy data. Working software.
Book a free 30-min Idea Call →Most AI pilots never reach working software.
They reach a slide deck, a vendor scoping document, a discovery report. They reach a Steering Committee meeting where someone asks for more analysis. They consume budget for months and produce nothing the operation can touch.
The Prototype Sprint exists for the opposite reason. You bring one scored use case (or we run Discovery first to get one). I bring the engineering, the AWS architecture, and the production-grade tooling. By Day 5, the prototype runs against your real data and produces measurable output your team can evaluate.
What you walk away with.
A working prototype, a measured evaluation, and the architecture documentation to take it into production if the decision is Go.
Working Prototype
Functional software running against your real data, deployed to your AWS account or a controlled sandbox you control.
Measured Output
Quantitative evaluation of the prototype's accuracy, latency, and cost against the success criteria agreed in the kickoff.
Architecture Documentation
The AWS services used, the data flows, the integration points, the security posture, ready to hand to your engineering team or extend.
Production Roadmap
What the path from prototype to production looks like, scoped in weeks not quarters, with the dependencies surfaced.
Go/No-Go Artefact
Structured decision document for the leadership review with the evidence, the trade-offs, and the recommended next step.
AI Prototype Sprint
Includes architecture pre-work, the 5-day build with your team, the working prototype in your AWS account, and the production roadmap. AWS PoC funding (up to €10K) commonly covers this.
Book a free Idea Call to scope itPrototype is the third session of the Flagship.
Most teams arrive here via Discovery + Concept. If you already have a scored use case and an architecture decision, we can run Prototype standalone.
Discovery
Use case scoring, top 3 recommendation, funding eligibility. Skipped if you arrive with this work done.
Concept
Architecture blueprint, AWS service selection, data flow design. Required input for Prototype.
Prototype (this workshop)
5-day intensive build. Working software, measured evaluation, Go/No-Go decision artefact.
Up to 100% AWS funded.
As an AWS Community Hero, I navigate the funding process with you, from application to approval. Eligibility is assessed in the first 30 minutes, not added as an afterthought at the end.
PoC Funding
Covers prototype development. Workshop deliverables engineered to meet funding requirements.
Migration Funding
For larger cloud transformation projects. Multi-phase plan structuring and end-to-end application support.
Linda Mohamed
A boutique consulting practice for organisations that want their AI work led by the person actually shipping it. Workshops are shaped around your data, your team, your operation. Based in Vienna, Austria. Remote or on-site, English or German.
Book a free 30-min Idea Call →Begin with a 30-minute Idea Call.
Before the sprint, we confirm scope, success criteria, and AWS funding eligibility. No commitment. No slides.
- Confirm the use case is tractable for a 5-day build
- Scope the success criteria and the data access
- Apply for AWS PoC funding if eligible
- Get the calendar slot and the intake brief
Typically respond within one business day. Vienna, Austria · serving clients globally · [email protected]
