Start with a useful workflow. Build from there.
Find where AI can help, validate its behavior, and integrate it into the product people already use.
Discuss your situationQuestions worth asking.
- Which user problem is worth solving with AI?
- How will we know when the output is good enough?
- What happens when the model is slow, wrong or unavailable?
A practical approach.
01
Find the right problem
Understand the workflow and compare AI with simpler alternatives.
02
Test the behavior
Prototype with representative examples and explicit quality criteria.
03
Integrate and operate
Plan permissions, fallbacks, cost, monitoring and handover alongside the interface.
What we can work toward.
- Workflow and value assessment
- Prototype and evaluation plan
- Integration and rollout plan
We agree the scope, priorities and engagement format around your team’s situation.
When it’s a good fit.
For existing products and new ventures with a specific user problem to explore.
Related work.
An independent marketplace: structured model assessments, controlled approvals and useful signals for discovery.
AI review and discovery at AdekaA GOOD PLACE TO STARTWhat are you
What are you
working on?
A product to build. A team to lead.
A question about where AI fits.