KUBR

Chicago health-tech executives convicted of overbilling clients and misleading lenders

Outcome Health · Healthcare advertising technology (private)

Revenue inflationForged documentsMisuse of raised funds

The case in brief

Visible before detection

    Checks that could have surfaced it, on hindsight

    1

    Operating-metric verification

    Would have compared billed impressions with device logs from the tablets.

    Can mislead when: Contract staff do not appear in EPFO. Vahan access needs licensed APIs. Some businesses have no physical trace.

    2

    Third-party confirmation

    Would have asked pharma clients to confirm campaigns delivered.

    Can mislead when: Counterparties can collude or ignore requests. A non-response is logged as a gap, never as a pass.

    3

    End-use tracing of funds

    Would have traced how much of the raised debt paid founder dividends.

    Can mislead when: Kubr sees only the company's own accounts. Once money reaches a third party's bank, Kubr can flag the payee but cannot see the next hop without that party's consent.

    Where Kubr services would have helped

    Valuation context

    Offered in India
    • Peer multiples and the exit-multiple bridge would have shown how much of the story relied on valuation holding.

    Proceeds tracer

    Offered in India
    • C6 Would have traced how much of the raised debt paid founder dividends.
    • C10 Would have compared billed impressions with device logs from the tablets.

    Financial diligence

    Offered in India
    • C10 Would have compared billed impressions with device logs from the tablets.

    Model check

    Offered in India
    • C10 Would have compared billed impressions with device logs from the tablets.

    Mapped from the checks each service runs. A hindsight reading of public records, not a promise that the failure would have been found.

    A summary of public documents. It reports what the sources say. It is not Kubr's finding and not a statement of guilt.