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Develop by AI Workshop

AI & data services with Swiss governance built in

We design, build, and maintain AI and data systems your business can trust, from the first use case to a governed operating layer connected to your real tools, policies, and teams.

Develop is the implementation arm of AI Workshop Switzerland. Where our training programs make teams capable, Develop makes systems dependable: we scope high-value use cases, put the data and infrastructure in place, build and customize AI solutions, and keep them healthy in production.

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AI & data services with Swiss governance built in

Every engagement follows the same principles we teach, approved knowledge sources, human-in-the-loop review, clear permissions, and rollout discipline. The result is AI that works inside your organization, not just in a demo.

Nine services, one governed operating layer

Start anywhere. Each service stands alone, and together they take you from idea to audited, maintained AI infrastructure.

How Develop engagements run

Fixed scope, visible milestones, and a working system at the end, with your team involved at every step.

  1. 01

    Scope on business value

    We start from your objectives and workflows, not from a technology. Every project has a named owner, a measurable outcome, and a clear boundary of what stays human.

  2. 02

    Build on your real systems

    We connect approved knowledge, APIs, and internal tools, through MCPs and secure integrations, so solutions live where your teams already work.

  3. 03

    Govern from day one

    Permissions, audit trails, human review checkpoints, and approved data-handling requirements are designed in from the first sprint, not patched on later.

  4. 04

    Transfer the capability

    Documentation, handover sessions, and optional training mean your team can operate, extend, and question the system after we leave.

Frequently asked questions about Develop

What is Develop by AI Workshop?

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Develop is AI Workshop's implementation practice. It covers nine services, from use case discovery and strategy to infrastructure, custom development, training, and maintenance, with governance, human review, and approved data handling built in.

How is Develop different from AI Workshop's training programs?

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Training programs build your team's skills in facilitated sessions. Develop builds and maintains the actual systems: data pipelines, AI applications, custom GenAI tools, and the governance layer around them. Many clients combine both, training the team while we build the infrastructure.

Do we need to start with a big project?

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No. Most clients start with Use Case Discovery or an AI & Data Audit, short, fixed-price engagements that tell you exactly what is worth building before you commit to development.

Where does the work happen and who owns the result?

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We work remotely and on-site in Riyadh and Jeddah, with remote delivery across Saudi Arabia. Everything we build runs in your environment and is handed over with code, models, documentation, and credentials.

Ready to scope this with us?

Tell us about your systems, data, and goals. We reply within one Swiss business day with a concrete next step.

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Start the Develop conversation

Tell us what knowledge, systems, and workflows need to be connected so we can scope the right service, and reply within one Swiss business day.

Start the Develop conversation

نستخدم البيانات للرد على طلبك فقط رد شخصي خلال يوم عمل واحد في المملكة العربية السعودية.

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