INC. Business Matchmakers · Personal introductions
Test AI performance on the work your business depends on.
INC. Business Matchmakers discusses what you need and explores which personal introduction through our network could fit. You and the specialist then agree directly on the work to be carried out.
A few good answers do not show how an AI application performs across everyday work. Evaluation starts with the tasks, errors and operating conditions that matter to your business. Define what users need to achieve and what would make an output unsuitable before selecting a score.
Build a representative test collection
Include ordinary requests, difficult cases, missing information and questions outside the intended scope. Prepare expected facts or review criteria with people who know the task. Keep test examples separate from material used to tune the system, so repeated improvement on familiar examples does not become misleading evidence.
Measure different kinds of quality separately
Assess accuracy, completeness, relevance and source support, alongside response time and cost where useful. For a connected agent, examine actions and permissions as well as the final answer. Agree how human reviewers resolve disagreements and how automated scores are checked against meaningful expert judgement.
Make testing useful for release decisions
Set acceptance criteria, record versions and define what happens when performance declines. Repeat relevant tests after changes to models, prompts, sources or integrations. INC. seeks suitable expertise after your enquiry. Test design, evaluation work and monitoring are agreed directly with the specialist; passing a test set does not establish perfect behaviour in every situation.
Frequently asked questions
How many test examples do we need?
The number depends on task variety and the consequences of errors. Ask for coverage of important cases rather than a convenient round number.
Can another AI judge the answers?
It can support assessment, but its judgement also needs validation. Use human expertise for important criteria and cases where automated scoring is unreliable.
Can we test an existing supplier’s solution?
Yes. Agree access, representative inputs and the evidence required. Separate the evaluation criteria from the supplier’s demonstration examples.
From your question to a personal introduction
- 01
We clarify what you need
Tell us what you want to achieve, where you are now and your timescale. That gives the search a clear direction.
- 02
We check the right route
We explore the fit within our international network, including the network behind our members. Availability and interest on both sides are part of that check.
- 03
You agree the next steps
INC. prepares the introduction. The specialist discusses the approach, price and delivery directly with you. Guidance from INC. follows your membership arrangements.
Save time searching. Start with your question.
You do not have to build every connection yourself. Tell INC. which expertise you need so we can prepare a suitable personal introduction.
Please do not include confidential files or sensitive personal information here. We will first agree what information is needed.
Go to the membership application form
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