Performance evaluation
Design benchmarks around the intended task. Compare expert practice, AI outputs and combined workflows for accuracy, consistency and evidence quality, including difficult and ambiguous cases.
Hybrid intelligence evaluation and assurance
Better decisions,
with people and AI.
Technical evaluation for professional firms and specialist teams using AI in expert work. Establish how the whole process performs, where it can fail and whether it creates value.
Explore the workThe work
From possibility
to evidence.
The question is whether AI improves the work people rely on. Axrea examines the combined process, from evidence and analysis to expert review and the final judgment.
Risk and human oversight
Analyse how errors arise and whether review detects them. Test what experts need to check, challenge or decide, and where the workflow should change.
Commercial value
Assess the gains against preparation, checking, correction and ongoing costs. Establish whether changes in quality, capacity or service design justify the investment.
Working together
Specialist expertise,
over time.
Research expertise alongside your team, without a full time appointment.
An ongoing advisory relationship
A retainer provides direct access to the founder for evaluation design, interpretation of results and advice on changes to the workflow. Priorities and scope are agreed around the decisions your firm needs to make.
Start with a defined question
Begin with one workflow and an agreed comparison with current practice. The work can include a test plan, analysis of failure cases and a recommendation on what to adopt, change or investigate further.
The foundation
Research depth.
Commercial perspective.
Axrea brings together doctoral research into the evaluation and assurance of hybrid intelligence with more than two decades in professional advisory, real estate tax and finance.
That combination connects experimental methods with the realities of expert work: professional judgment, review effort and the economics of delivering a service.
Meet our founderA conversation
Start with the decision
in front of you.
Discuss an existing workflow or a proposed investment in AI, and the evidence you need before relying on it.
Start a conversation