One source of truth
Sixteen tables covering every business object the plan names — team, schools and
partners, deals, programs, instructor roles, candidates, daily commitments, session
reports, issues, decisions, projects, tasks, instructor attendance, no-class days,
meetings and alerts.
Every record attaches to a school, program, role, candidate or project
Built
Eight mirrors of the other bases
Partners, open roles, onboarding status, session reports, the session schedule,
partner health and applicants are mirrored in, so the team never has to abandon the
systems they already use. Sensitive columns were excluded at the mirror itself.
Nobody was asked to move house
Built
Capture with no typing
Meeting notes and transcripts generate themselves and are pulled in on a half-hourly
poll during meeting hours. Long transcripts are split into readable pieces so nothing
is lost to a size limit, and each piece is marked done as it is read.
Survives a retry; will not double-import a meeting
Built
AI extraction, now behind a quality gate
Transcripts become draft commitments, tasks, decisions and issues — but only where
somebody actually accepted the work. Each candidate is now staged first with the
verbatim quote it came from, checked against that quote, and only the clean ones are
promoted into the real tables for a two-minute human confirm. Anything with no quote
behind it — usually noise — is dropped rather than filed.
Staged in a Draft Inbox, promoted only on a clean quote
Built
Computed status
Eleven formulas decide green, yellow, red and stalled from dates and gaps: days of
runway on a role, days to a program start, days a decision has waited, whether a
commitment ever closed out. Yellow at two working days without an update.
Nobody reports their own status
Built
Seven automations inside the database
The 6:30am digest, the 5:45pm same-day issue sweep, instant emails on a new issue and
on a no-show, a won deal automatically creating its program and its instructor role,
the Thursday weekly beat, and a flagged session report becoming an issue.
Native, so they run whether or not a laptop is open
Built