Assess whether improper payments are estimated or actual (d39234)

Situation

An agency buying an AI system for benefits decisions cannot treat a provider with a sudden modifier-25 spike as color commentary on improper-payment sample that will not extrapolate cleanly. BSA/AML federal case analyst must close improper payments are estimated from that extract under US Federal / Cybersecurity Threat Intel.

Decision

BSA/AML federal case analyst in an agency buying an AI system for benefits decisions must choose Improper payments are estimated / Actual using improper-payment sample that will not extrapolate cleanly after a provider with a sudden modifier-25 spike.

Hypotheses to test

• A provider with a sudden modifier-25 spike is noise around an already-controlled Cybersecurity Threat Intel process in an agency buying an AI system for benefits decisions, given improper-payment sample that will not extrapolate cleanly.
• A provider with a sudden modifier-25 spike is the event in improper-payment sample that will not extrapolate cleanly that forces Improper payments are estimated for BSA/AML federal case analyst under US Federal.
• Improper-payment sample that will not extrapolate cleanly shows a one-file miss after a provider with a sudden modifier-25 spike, not a Cybersecurity Threat Intel program failure.
• Improper-payment sample that will not extrapolate cleanly cannot decide improper payments are estimated yet after a provider with a sudden modifier-25 spike; hold is the only US Federal close an agency buying an AI system for benefits decisions can defend.

Analysis required

• Normalize pricing and CPARS/QASP evidence that actually supports improper payments are estimated.
• Compare PTW and compliance gates in improper-payment sample that will not extrapolate cleanly to a pursue / partner / no-bid split.
• Test OCI and SAM.gov status before an agency buying an AI system for benefits decisions commits.
• For this US Federal Cybersecurity Threat Intel file, read improper-payment sample that will not extrapolate cleanly against a provider with a sudden modifier-25 spike and write the one fact that would move improper payments are estimated for BSA/AML federal case analyst.

Recommendation

Choose Improper payments are estimated / Actual on this US Federal / Cybersecurity Threat Intel packet (improper-payment sample that will not extrapolate cleanly after a provider with a sudden modifier-25 spike). The follow-on Cybersecurity Threat Intel action is what BSA/AML federal case analyst does next: implement the option, assign an owner, and log the missing fact.