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AI Strategy

An AI strategy that holds up in the boardroom and ships in the next sprint.

We bring leadership, business owners and engineering to one table and deliver a prioritised roadmap with investment, risk and capability plan.

Request a strategy workshop

Maturity

Where your company stands today — and where it can be in twelve months.

Our maturity model makes the status quo visible and shows clearly which level comes next. No hype, no big bang.

Advisory areas

Three areas where we sharpen a defendable AI strategy with your team.

We help leadership prioritise AI investments, contain risk and equip the team to deliver.

Value mapping

Where does AI deliver measurable impact today — and where does it not? We analyse processes along effort, scale and risk.

Roadmap & investment

A 12-month roadmap with clearly scoped initiatives, budget corridors, ownership and success metrics.

Risk & compliance

Privacy, EU AI Act and model risk — we build the governance framework that satisfies the board and the DPO.

Use-case scoring

Which use cases earn priority over the next two quarters.

We score every use case against value, feasibility and risk — and mark the initiative that goes into build first.

Use casesScore
Value
Effort
Risk
Fit
Service automation
High
Med
Low
Q1
Sales briefings
Med
Low
Low
Q1
Knowledge base
High
High
Med
Q2
Forecast model
Med
High
High
Q4

Deliverables

What lands on the table at the end of a strategy engagement.

Four documents leadership, engineering and the DPO can use in parallel — no extra translation work needed.

Strategy thesis

24 pp.

Market view, hypotheses and the AI value case for your domain — formatted as a board paper.

Priority roadmap

12 pp.

Initiatives, budgets and ownership across 12 months — with clear quarterly milestones.

Use-case backlog

40+ cases

Scored use cases incl. effort, value and risk — ready to maintain in the tool of your choice.

KPI & risk framework

16 pp.

Measurement and risk frame for the upcoming builds — aligned with privacy and compliance.

By the numbers

This is hafencity.dev

15+ Experts

Engineers, designers, and strategists working as one practice from our Hamburg HQ.

50+ Clients

Companies across consumer, healthcare, and B2B trust us with their digital products. Long-term partnerships are the default.

97% Recommendation rate

Repeat engagements and references our buyers actually call. Trust compounds when delivery does.

50+ Launches

Custom mobile and web products shipped from concept to maintenance — owned end-to-end by our team.

100% In-house

Strategy, design, and engineering all live at our Hamburg HQ. One team, one project lead, accountable to you from kickoff to launch.

Since 2023

Helping companies ship digital products — and growing alongside the teams we work with.

Next steps

Let's talk about your project

Book a 30-minute discovery call. We'll review your goals, surface unknowns, and outline how we would run the engagement.

Schedule a call