Olelo
Olelo Captioned Calls was an FCC-approved mobile app that provided real-time, automated speech-to-text transcriptions of phone conversations for individuals with hearing loss.
Olelo was my entry point into product. I started as a product analyst, moved into product ownership, and later became point of contact for the account verification and compliance workflows I'd built from the ops side, ownership I carried forward even after moving into the PM role on CaptionCall Mobile.
Compliance Operations
Account search and lookup for CS across user, billing, and verification data
FCC-mandated PII compliance built into the account record (name, DOB, SSN)
Automated daily scan of new signups for missing or invalid verification data
Automatic CS routing of flagged accounts for verification outreach
3-email automated outreach sequence over 7 days via Intercom/Klaviyo
Automatic account deactivation after 7 days if still unverified
Challenges
FCC required verified PII on every account, but self-certified signup data was frequently incomplete or invalid
Revenue was billable minutes from FCC-verified accounts only; unverified usage was pure cost with no offsetting revenue
Verification enforcement ran on the monthly FCC billing cycle, so an unverified account, fraudulent or just a typo, could generate unbillable usage for up to a month before removal
The same manual, once-a-month purge treated fraud and simple user error identically, no way to cut off bad actors faster or give legitimate users a chance to fix a mistake
Manual identification and outreach for flagged accounts didn't scale with signup volume
Key Decisions
Shortened the effective deactivation window from the ~30-day monthly billing cycle to 7 days, cutting maximum unbillable-usage exposure from bad actors while still giving legitimate users a real chance to verify
Replaced blanket deactivation with a time-boxed recovery window, giving users a real chance to verify instead of losing them outright
Automated flagging and outreach sequencing instead of manual CS review, so recovery scaled without added headcount
Impact
Cut the unbillable usage window of bad-actor accounts by 77%
Converted previously-lost legitimate accounts into verified, billable users






