AI Strategy and Discovery
AI Strategy and Discovery is a consulting service that reviews an organisation's workflows to identify where AI can deliver measurable value, and results in a prioritised roadmap and ROI analysis.
Who is it for?
- Leadership teams unsure where to start with AI
- Organisations that ran a few experiments but saw no concrete results
- Companies that want to see expected return and risk before investing
How we work
The steps show a general framework; scope and duration are adapted to each organisation.
Clarifying goals
With leadership we define business goals, constraints (budget, regulation, data) and success criteria.
Mapping workflows
We map processes, data sources and existing tools in areas such as HR, finance, customer service and operations.
Assessing opportunities
We score candidate use cases on value, feasibility, data readiness and risk.
Roadmap and ROI
We present the prioritised order as a roadmap, with cost and benefit assumptions written out explicitly.
Deliverables
- A company-specific AI transformation roadmap
- A prioritisation matrix for use cases
- An ROI analysis with explicit assumptions
- A risk and data readiness assessment
Frequently asked questions
When does a discovery engagement make sense?
It makes sense before starting an AI investment, or when earlier experiments did not deliver. The goal is to start from business problems rather than technology and find the few areas with the highest value. Duration and scope depend on the size of the organisation; we clarify them in the first call.
How is the ROI analysis calculated?
We calculate items such as working time saved, cost of errors and rework, and build and running costs using your own data and explicitly written assumptions. We also show how the result changes when the assumptions change.
Our other services
Model Selection and Vendor-Independent Advisory
We choose the large language model (LLM) and tools that best fit your needs, budget and data policy. We are not tied to a single vendor.
Custom AI Solutions
We design RAG (Retrieval-Augmented Generation) architectures for assistants that know your own data (PDFs, emails, databases).
Product Development, Security and Compliance
Enterprise API setups, integration of open-weight models running on your own servers (on-premise) where needed, and AI-integrated web and mobile application development when required.
Team Training and Prompt Engineering
Installing the technology is not enough; people need to use it well. We teach teams to use Copilot, ChatGPT or custom assistants and to write effective prompts.
Let's talk about this service
Let us listen to your processes and goals and evaluate together whether this service fits you.
Send an email