AI Product Discovery Workshop, from AI idea to viable solution

Identify business-relevant AI use cases before investing
Clear basis for decision-making through business, data & risk analysis
Responsible, realistic and scalable AI strategies

How can you use AI potential even if the right approach is still unclear?

Many companies recognize the potential of artificial intelligence, but are faced with the question of where they should actually start. A lack of clarity about use cases, data or benefits often means that projects are not even started in the first place.

With AI Product Discovery, we help companies develop concrete, sustainable solutions from vague AI ideas — well-founded, user-centered and with clear added business value.

Instead of using technology too quickly, we start with the real challenges of your business. Together, we create the basis for AI solutions that are meaningful, feasible and responsible.

Erfahrungen & Bewertungen zu Objectbay Software GmbH

Why AI Product Discovery?

Many AI projects fail not because of technology, but because of unclear goals, unsuitable data, or lack of benefit. AI Product Discovery ensures that you make the right decisions before implementation:

  • Which problem is really worth solving?
  • Where can AI create real added value — and where not?
  • Are data, processes, and organization ready?
  • Does the investment pay off?

The result: clarity, focus and a reliable basis for decision-making.

Ing. Jasmin Hamidovic

Group manager - Combined Services GRAWE

The best experience I've ever had with an external partner! The implemented software is even better than the originally planned version and has a quality that I would not have thought possible.

6 steps to the right AI solution

How do you get from an AI idea to a feasible decision in a structured way?

AI Product Discovery offers a structured path from a clear problem definition to a well-founded go/no-go decision. The process creates transparency as to where AI provides real added value, which requirements must be met and whether an investment is actually worthwhile.

In this way, you make AI decisions based on benefit, feasibility, data maturity and risk before time, budget and resources are tied up.

Understanding the right problem

Together, we develop a well-founded understanding of the problem that is to be solved.

  • Analysis of relevant people, roles and stakeholders
  • Visualization of the current process
  • Identify the biggest obstacles and pain points
  • Joint formulation of the core problem

Outcome: A clearly formulated problem statement supported by all parties involved as a reliable basis for all further steps.

01
02

Identify AI potential

Based on the problem, we develop a concrete AI-based solution approach.

  • Analysis of current tasks and activities
  • Identifying meaningful AI support
  • Definition of inputs, outputs, and information flows
  • First sketch of interaction with AI

Outcome: A reliable solution concept that directly contributes to real work processes.

Check data reality

AI is only as good as its data. We will evaluate your data basis together.

  • Analyzing relevant data sources
  • Evaluation of quality, structure and completeness
  • Checking access, formats, and availability

Outcome: A clear assessment of data maturity, including identified risks and necessary measures.

03
04

Make added value measurable

We translate the idea into a concrete business case.

  • Definition of beneficiaries
  • Defining success and quality criteria
  • Deriving measurable KPIs
  • Evaluation of efficiency and quality gains

Outcome: A transparent business case as a basis for making investments.

Ensuring responsibility & compliance

Trustworthy AI doesn't happen by chance. We address risks early on.

  • Identification of potential errors and side effects
  • Analyzing worst-case scenarios
  • Definition of technical and organizational guidelines
  • Alignment with GDPR and EU AI Act

Outcome: Documented risks and clear protective measures for responsible use of AI.

05
06

Prove value with a prototype

Before big investments are made, we make the benefits tangible.

  • Prioritize the most important feature
  • Definition of specific test scenarios
  • Evaluation of benefits vs. expenses
  • Go/no-go decision for implementation

Outcome: Clearly defined test cases and a well-founded decision for or against implementation.

Ein Softwareentwickler von Objectbay programmiert eine individuelle KI-Lösung

AI Product Discovery Workshop

Ready to make informed AI decisions?

Whether it's an initial idea or a specific question — AI Product Discovery provides clarity, reduces risks and lays the foundation for successful AI solutions.

Let's find out together where AI really makes sense for your company.

Some of our customers

Post
Raiffeisen
Verbund
W&W Gruppe Informatik GmbH
A1
Innotech
Engel
Grawe
Cargo-Partner

Your full-service partner 

Your vision. Our solution. We take care of the entire development process, from conception and implementation to operation.

FAQs

Questions about AI Product Discovery

Get in touch

Let's bring clarity to your AI considerations together. Tell us a bit more!

Hannes Wambach,
VP Growth & Business
Development