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Interview: "We are moving from data-driven to value-driven"

Joep Steenbeek | Head of Data Office | City of Amsterdam

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Jessica Ruland | Lead Product Manager | TicketSwap

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September 9 & 10 2025 | Jaarbeurs Utrecht Free ticket For visitors

For visitors

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About Data Expo

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2026

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Visit Data Expo and achieve your data goals

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All the information about exhibiting in one document.

Program

Program

About this edition

Program

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Giving a lecture

Testimonial speakers

Exhibitor list Blog & Knowledge

Blog & Knowledge

Discover

Blog

Video series

Featured

Women @ Data Expo

Diversity within the tech sector

Interview: "We are moving from data-driven to value-driven"

Joep Steenbeek | Head of Data Office | City of Amsterdam

Blog TicketSwap: "Right now, we are mainly focused on what we need to build"

Jessica Ruland | Lead Product Manager | TicketSwap

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Big Data Expo Vorm F (1) Big Data Expo Vorm E (1)

Assessing and Redesigning Tasks for AI-Ready Workflows

Wednesday 13:40 - 14:00
Women @ Data Expo | Stand #5
Oliviana Bailey

CEO

Linkedin Meer over deze spreker
Deciding whether a task is ready for an AI workflow is often harder than building the workflow itself. Many tasks get labeled "not a good fit" when the real issue is that they haven't been structured with automation in mind. This session covers two things worth knowing before building anything: how to assess whether a task is genuinely ready for a workflow, and what to do when it isn't yet. The assessment side looks at a small set of practical criteria: how often a task happens, how clearly its rules can be defined, how much room there is for error, and what its data flow and security profile looks like, where the data comes from, what it touches, and where a person needs to stay involved. The redesign side is where people most often get stuck, because they treat the first answer as final. In practice, a task that fails the fit test can often be restructured: separating the mechanical steps from the judgment calls, defining a clear rule for handling exceptions, or standardizing an input so a workflow has something consistent to work from. Oliviana will walk through one real example, applying both parts of this process in front of the room. This session is a preview of two parts of AI4ALL's full-day AI Workflow Builder workshop, October 6 at Equals in Amsterdam, part of World AI Week.
Deciding whether a task is ready for an AI workflow is often harder than building the workflow itself. Many tasks get labeled "not a good fit" when the real issue is that they haven't been structured with automation in mind. This session covers two things worth knowing before building anything: how to assess whether a task is genuinely ready for a workflow, and what to do when it isn't yet. The assessment side looks at a small set of practical criteria: how often a task happens, how clearly its rules can be defined, how much room there is for error, and what its data flow and security profile looks like, where the data comes from, what it touches, and where a person needs to stay involved. The redesign side is where people most often get stuck, because they treat the first answer as final. In practice, a task that fails the fit test can often be restructured: separating the mechanical steps from the judgment calls, defining a clear rule for handling exceptions, or standardizing an input so a workflow has something consistent to work from. Oliviana will walk through one real example, applying both parts of this process in front of the room. This session is a preview of two parts of AI4ALL's full-day AI Workflow Builder workshop, October 6 at Equals in Amsterdam, part of World AI Week.

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