Why Credenva
Businesses can't yet hire AI workers the way they hire people.
Model benchmarks measure general model capability. LLM comparison sites rank foundation models. Developer evaluation tools help internal teams debug prompts and traces. All are useful — none of them tell a business whether a specific AI worker can perform a specific role reliably enough to be hired for it.
Is this AI worker the right hire for this specific business role?
Credenva is an independent assessment company. We evaluate the complete AI worker — model, knowledge, business rules, integrations, permissions, tools and human handoff — against standardized role scenarios. Once verified, the AI worker is published in the Verified AI Workforce Registry.
Position
What Credenva is not
- • Not an AI benchmark or LLM comparison site.
- • Not an AI marketplace or reseller.
- • Not an AI certification body — we are an independent assessor operating a public methodology.
- • Not affiliated with any model provider, framework or AI vendor.
- • Not a substitute for internal engineering evaluation.
Position
What Credenva does
- • Independently assesses AI workers for a specific business role.
- • Runs standardized scenarios that reflect real role workflows.
- • Captures prompts, tool calls, actions, timing and outcomes as evidence.
- • Publishes verified AI workers in the Registry with methodology version and limitations.