Alexander Fürst
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← AI automation & prototypesAI workflow assessment

AI workflow assessment · Alexander Fuerst

Find the right workflow to automate first.

Before you connect another AI tool, understand the work it needs to do. We examine one recurring workflow and turn a promising idea into a practical decision about what to build, what to keep human and what to leave alone.

Discuss a workflow assessment↗What you take away ↓

A focused, paid engagement. Fee and schedule agreed before work begins.

The decision afterwards

Leave with a grounded decision: automate this step, test this assumption first, or keep the current approach — with the reasoning written down.

  1. A map of the current workflow
  2. A comparison of useful options
  3. A feasibility and assumptions brief
  4. A first implementation and validation plan

01 / Is this the right starting point?

A specific problem. A clear purpose.

For teams copying information between tools, manually processing repeated inputs or considering an AI integration without a clear starting point. You need access to the people who do the work; you do not need a technical specification.

02 / The handover

What your team can work with.

01

A map of the current workflow

Triggers, inputs, tools, handoffs and exceptions for one agreed process, including where people currently check or correct the work.

02

A comparison of useful options

Conventional rules, API integrations and AI are considered against the same task. The recommendation explains where AI adds value, where it creates uncertainty and where a person should remain involved.

03

A feasibility and assumptions brief

Required data and access, integration constraints, operating considerations and unresolved questions. Any effort or value estimates identify their assumptions rather than promising savings.

04

A first implementation and validation plan

A small proposed scope, example inputs and acceptance criteria that make the result testable before a larger commitment. Your team can use the brief to evaluate implementation options.

03 / Getting started

You know the task. We define the scope.

A short description is enough for the first conversation. For the engagement itself, we will need:

  • A walkthrough with someone who regularly performs the task.
  • The tools involved and a few representative examples, redacted where needed.
  • The outcome you want, important exceptions and access or data constraints.

The agreed boundary

The assessment covers one agreed workflow. Production integrations, a working prototype, model training and ongoing operation are separate engagements. If the evidence does not support automation, that is a useful finding too.

04 / Experience from real projects

The work behind the recommendations.

AI-supported survey analysis and a personal multi-agent development tool. Concrete examples of turning information and repeated steps into usable software.

Conversion Y - AI powered Surveys for B2B ↗

Conversion Y

Product screenshot: Conversion Y - AI powered Surveys for B2BRead the project and results ↗

build-manager ↗

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Product screenshot: build-managerRead the project and results ↗

05 / Before you commit

A manageable first step.

What does it cost, and when can we start?+

This is a focused, paid engagement. After an initial conversation, we agree the scope, handover format, schedule and fee before work begins.

Do we need to commission the implementation too?+

No. The handover is intended to help your team make its next decision. You can continue internally, involve another partner or agree a separate implementation step with me.

What if we are not sure about the scope?+

Send a few lines about the flow or problem. We first establish whether this engagement is a useful fit. Larger projects can be discussed through the broader service.

The next step

Which flow should we look at?

A link or a few sentences is enough. You will speak directly with me; we establish the goal and scope before you commission the work.

Discuss a workflow assessment↗
alexander@fuerst.one

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Looking beyond the first step?AI automation & prototypes ↗