Roadmap & Use Case Design
Find the use cases worth investing in. Cut the rest.
We help organizations move from broad AI ambition to a prioritized portfolio of use cases. The focus is on finding opportunities that are valuable, feasible and aligned with the company's strategic direction. This is where we combine business creativity, technical realism and structured prioritization, so the build / buy / partner decision is grounded in evidence, not in vendor pitch decks.
Discovery workshops · Ideation · ROI modelling · Roadmap design
1 Engagement Partner · 1 AI Strategy Lead · 1 Senior Data Scientist · 1 Solution Architect
Companies that want to define their AI roadmap, identify high-value use cases, or challenge existing ideas before committing investment.
- Q01
Which use cases create the most measurable operational impact?
- Q02
Which are most feasible given our data, systems and constraints?
- Q03
What should be built internally versus bought or partnered for?
- Q04
What's the right sequence of investments over the next 12–18 months?
- Use-case discovery workshops with business, IT and data teams
- Creative ideation sessions to uncover non-obvious AI opportunities
- Analysis of current processes, pain points and decision flows
- Identification of automation, augmentation and transformation opportunities
- Business value, ROI and feasibility analysis
- Data availability and technical readiness assessment
- Risk, complexity and adoption assessment
- Build / buy / partner recommendations
- Realistic, pragmatic roadmap with sequencing and investment planning
Prioritized AI use-case portfolio with value/feasibility scoring
Use-case descriptions and target outcomes
ROI logic and investment rationale
Roadmap with sequencing, dependencies and required capabilities
Decision support for what to build first, defer or avoid
A defensible AI roadmap connecting business ambition, operational pain, data reality and technical feasibility, one your CFO and CTO both sign off on.
Allianz Benelux, the roadmap shaped how an AI-powered Underwriting system would augment underwriting before a single line of code was written.
30 minutes is enough to know whether we're the right fit.
We'll come prepared, ask hard questions, and tell you honestly if you should be talking to someone else instead.