other
UK registry whose filings are expected to reveal Callosum's ownership and the state's stake next quarter.
A dev.to teardown models Know Your Business as asynchronous graph resolution over corporate registries, where the entity-level verdict depends on the KYC results of every natural person the traversal turns up.
Reality
The grounding layer in Verivello re-verifies every register record against the entity the user actually asked about, preferring an exact company number and falling back to a normalised name plus a matching incorporation year.
Reality
When registry-mcp measured the counterfactual its README had been asserting, claude-sonnet-5 mostly declined to answer rather than inventing filings. That moves the argument for the tool onto provenance and coverage.
Reality
A forum seller wants $600 for what they say are 877,000 EV salary sacrifice driver records, and the 999-row sample published as proof holds up under structural testing in ways a fabricated file usually does not.
Reality
The Cambridge company says routing agentic work across Nvidia, AMD and Google chips doubles accuracy at a quarter of the cost. No customer has confirmed those numbers.
Reality