AI cost & value blueprint.

Make AI financially predictable before you scale it.

Most AI initiatives look manageable at the pilot stage and expensive in production. ProductDock helps you uncover the full cost of AI across tooling, infrastructure, integration, security, governance, support, and architecture so you can scale the use cases that create measurable value.

Sounds familiar?

01

Unclear AI ROI

“AI will drive ROI”
No one can show how.
02

Hidden production cost

“It’s affordable to run”
Until it hits production
03

Too many pilots and no prioritization

“We have multiple pilots”
None are prioritized.
04

No shared business case across tech and leadership

“We’re aligned on AI”
Not on the business case

What’s included.

01

Stakeholder workshops

Collaborative sessions to align goals, gather input, and validate priorities.

02

Use-case inventory

A comprehensive list of potential initiatives or applications.

03

TCO modeling

Estimating total costs over time for a solution or investment.

04

Cost-risk analysis

Evaluating financial impact alongside potential risks.

05

Architecture review

Assessing system design for scalability, performance, and fit.

06

Executive recommendation

A concise, decision-focused proposal for leadership.

Deliverables.

Decision-ready roadmap

An actionable plan with clear next steps.

TCO and cost drivers

Total costs and the main factors behind them.

Prioritized use-case portfolio

A ranked list of high-impact initiatives.

Scale/no-scale recommendations

Clear calls on what to grow or stop.

Make AI financially predictable before you scale it.

Book a 2-3 week fixed-fee assessment

Book an assessment

Who we are.

We are a Berlin-based software engineering company with 100+ engineers and 15 years of experience delivering complex projects for mid-market companies across the Netherlands, the UK, Scandinavia and beyond. Our engineering teams operate across Serbia, Bosnia & Herzegovina, and Portugal. We’ve spent 15 years working in the kinds of systems that need modernization. We know exactly how they break, and how to fix them. We offer both managed modernization projects and dedicated engineering teams, depending on what works best for your organization.

Why us.

  • European nearshore collaboration model
  • Strong fit for regulated and operationally complex environments
  • Engineering + product + governance perspective
  • Fixed-fee offers that reduce uncertainty before large commitments
  • Clear pathway from advisory sprint to implementation delivery

Trusted by teams at:

1&1
mercedes benz
eBay
EnBW
Gumtree
Intersport
Kamax
Kerberos
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