Case study · Managed finance

Multi-book finance ops — GL stays yours.

Live remittance and exception queues across books. Humans verify and post. The ops layer sits on the books you already trust — QuickBooks, Sage, or your ERP — without ripping out the ledger.

Composite narrative — pattern drawn from managed-finance work. Not a named client case study. No public dollar outcomes.

The problem

Month-end scramble across books.

Multi-entity and multi-book finance teams still chase remittances in inboxes, spreadsheets, and portal downloads. Exceptions surface late — after the close cycle has already slipped. The general ledger is fine; the ops layer around it is not.

The pattern is common in managed-finance / BPO settings: many books, shared processors, and a need for humans to verify before anything posts. Replacing the GL is the wrong move. Making the exception queue live is the right one.

What we build

Ops layer on the books you already run.

Live remittance & exception queue

Same-day visibility

Inbound remittances and matching exceptions land in a live queue — not a month-end spreadsheet dump — so processors work the exceptions while the period is still open.

GL stays yours

QuickBooks · Sage · ERP

We do not replace the ledger. Postings flow to the books the client already trusts. Humans verify and post; AI drafts and ranks; control stays with finance.

Multi-book BPO shape

Shared processors · many entities

One queue that spans books and entities so a managed-finance team can staff exceptions without hopping systems. Role-aware views for processors and reviewers.

Humans verify / post

Control, not autopilot

Suggested matches and drafted entries are reviewable. Nothing posts without a human gate — the point is speed with control, not unattended write-back.

What changes

From month-end discovery to same-day decisions.

Operators see exception volume and aging while the period is open. Reviewers clear the queue against the live books. Close stops being the first time anyone learns about remittance bleed.

We do not publish invented dollar percentages here. Named client outcomes stay under NDA in a conversation with Luther.

What this is not

Honest boundaries.

  • Not a live product demo sandbox (no public twin on this card).
  • Not an energy or upstream operations story — this page is managed finance only.
  • Not paired with Sandhill or any energy desk demo.
  • Not a named customer logo page.

See if the pattern fits your books.

Start with AI Due Diligence — or unlock the Caprock field & shop demo if that shape is closer.