• Industry guide
  • Professional Services
  • 5 min read

Time and billing, reconciled daily

Every invoice traced to its time entries, every payment matched, every unbilled hour surfaced, and every follow-up drafted for a person to send.

Author
ftes.ai Editorial
ftes.ai Team

The short answer

An AI employee for time-and-billing reconciliation on ftes.ai is a Finance Controller Digital FTE that matches time entries to invoices and invoices to payments every morning through a scoped connection, flags unbilled work-in-progress past the firm's threshold, drafts receivables follow-ups from approved templates for a partner's approval, and posts nothing. It never opens a client matter file.

The role this piece is aboutFinance Controller Digital FTE · Finance & Accounting

Key takeaways

  • Unbilled work past the threshold appears in the morning brief with the entries behind it.
  • Payments are matched to invoices with the remittance evidence attached; partial payments are isolated.
  • Receivables follow-ups are drafted from approved templates and sent only by a person.
  • Write-offs, discounts, and disputes are decisions a partner makes; the FTE surfaces them.
  • Measure days to invoice, unbilled WIP, and days sales outstanding against the last two quarters.

Why does billing leak in a professional services firm?

Because the people who record the time are the people who should be doing the work, and billing happens when they get to it. Time sits unbilled past the point a client expects an invoice, invoices go out late and are paid later, and receivables follow-up is a partner's awkward email at quarter end. A Finance Controller Digital FTE on ftes.ai owns that daily instead: it reconciles, flags, and drafts every morning, and a partner or the finance manager approves in minutes.

The work has a checkable answer in the billing system, which is what makes it a first-month function that touches no client matter.

What does the FTE reconcile each morning?

Time entries against invoices: which recorded hours have been billed, which are in draft, and which are unbilled past the firm's threshold, per client and per matter reference, with the entries listed. Invoices against payments: which have been paid in full, which partially, with the remittance evidence, and which are overdue by how many days. Fee arrangements against the billing: fixed-fee matters where recorded time exceeds the budget, flagged for the partner. Everything is proposed with the records behind it; the FTE reads the billing system through a dedicated account scoped to billing data and never opens matter files.

The morning brief lists what needs a decision: unbilled WIP past threshold, overdue receivables, and budget exceptions.

  • Time to invoice: billed, in draft, unbilled past threshold
  • Invoice to payment: paid, partial with remittance, overdue by days
  • Fee arrangement: fixed-fee matters over budget, flagged
Topicworth-it verdictBrieffan-out plannedDraftfrom the Brand BrainFact gateunsourced claims blockedApprovala named personPublishyour routeMeasuresampled, datedNOTHING GOES LIVE WITHOUT A NAMED PERSON · EVERY STAGE IN THE AUDIT TRAIL
Figure 1The billing pipeline: time entries and payments read through a scoped connection, matched and flagged, proposed with the records attached, approved by a partner or finance manager, and only then invoiced, posted, or sent.

How are receivables follow-ups handled?

From approved templates, by stage: a courteous reminder at the first threshold, a firmer note at the second, a partner-signed letter at the third, each drafted with the invoice, the amount, and the days overdue filled in, and each sent only when a person approves it. The FTE never sends on its own, never proposes a discount or a payment plan, and never contacts a client whose relationship partner has marked the account as sensitive. A client who disputes an invoice is escalated to the relationship partner with a summary; the FTE does not argue an invoice.

Most firms find the first-stage reminder can earn autonomy within bounds from the record, because it is a template with a date; the later stages stay gated.

What does the FTE never do in a firm's finances?

It never posts an entry, never writes off or discounts an invoice, never agrees a payment plan, never changes a fee arrangement, and never opens a client matter file or reads correspondence. Write-offs, discounts, disputes, and fee changes are decisions a partner makes with the FTE's summary in hand. Its connection is dedicated, scoped to billing data, encrypted with a separately held key, and revocable in one logged action; its memory holds the firm's billing rules and templates, never client information.

The firm's compliance lead reads the remit before the first connection, and the quarterly connection review confirms the scope still holds.

How does the firm measure it?

Days from time entry to invoice, unbilled work-in-progress past threshold, and days sales outstanding, each against the last two quarters from the billing system's own reports, with the hours partners and finance staff spent on billing and chasing logged from the first week. The approval rate with send-back reasons shows where the templates or thresholds need tuning. Compare at the end of the first full quarter; a month captures setup and the first cycle of reminders, not a representative period.

The pattern most firms see first is unbilled WIP falling, because it is the number nobody was looking at daily.

What does the first month look like?

Week one: agree the thresholds and templates with the partners, mark the sensitive accounts, have the compliance lead read the remit, connect the billing system with a dedicated scoped account, and record the baseline. Weeks two to four: approve evidenced reconciliations and follow-up drafts in minutes a morning, send back with reasons, and read the reasons weekly. Day 30: read the FTE's own report, tune thresholds, and decide whether first-stage reminders have earned autonomy within bounds.

By day 30 the firm knows its unbilled WIP every morning for the first time, and the partners' quarter-end billing weekend has become a review of exceptions.

Frequently asked questions

What does it reconcile?

Time entries against invoices, invoices against payments with remittance evidence, and fixed-fee matters against recorded time, every morning, with the records attached.

Does it chase clients itself?

It drafts staged follow-ups from approved templates. A person sends them. First-stage reminders can earn autonomy within bounds; later stages stay gated.

Does it read client matters?

No. Its connection is scoped to billing data, it never opens matter files or correspondence, and its memory holds no client information.

How is it measured?

Days from time entry to invoice, unbilled WIP past threshold, and days sales outstanding, against the last two quarters, after a full quarter.

  • Professional Services
  • Time and billing
  • Receivables
  • Finance Controller FTE
  • WIP
Further reading

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