FOR BUILDERS
AI product companies
Find out how your product behaves on realistic customer tasks, where performance is unreliable, and what requires attention before a release or deployment.
Discuss your product APPLICATIONS
Whatever your role in AI, know where it stands.
We help organizations answer specific questions about systems they're building, deploying, or considering. The assessment follows the use case—not a one-size-fits-all benchmark.
FOR OPERATORS
Enterprise AI teams
Evaluate internal knowledge assistants, workflow tools, and other AI applications against the tasks your organization actually needs them to perform.
Discuss an internal system FOR BUYERS
Organizations evaluating vendors
Go beyond a polished demo. Assess a proposed AI solution on representative use cases, with clear criteria and a documented record of findings.
Discuss a vendor evaluation INITIAL FOCUS
Starting with finance-related AI workflows.
Finance teams depend on precise information, well-defined rules, and careful handling of exceptions. These characteristics make focused technical evaluation particularly valuable.
Examples worth evaluating
- Internal finance knowledge assistants
- AI tools for reviewing finance documents
- Vendor products used in finance operations
- AI-supported business processes with clearly defined rules
We evaluate only within agreed technical scope. We don't claim to provide formal bank-model validation, accounting assurance, or regulatory certification without the required expertise and authorization.
A GOOD FIT
The best engagements start with a real decision.
Before a rollout
What failures should we address before putting this system in front of more people?
During vendor selection
Does this AI solution meet our actual workflow requirements?
After performance concerns
Why is this system getting things wrong, and where does it fall short?
When comparing alternatives
Which system performs better under a consistent, meaningful test?
LET’S TALK
Have a system worth putting to the test?
Tell us the use case and the question you need answered. We’ll discuss whether a focused technical assessment is the right next step.