Use case · Accounting & finance

Close week without the Slack mess.

Accounting and finance is one of the use cases we run most often. Here's the shape of the work: what stalls in finance teams, what we ship, and how Workplace Agent shows up in the channels your team already lives in.

Talk to us about your finance workflow See the full Services process
What stalls

The patterns we see most

  • Controller pings 7 people daily to check close status. The tracking spreadsheet drifts from reality every quarter.
  • AP entry: 5 minutes per invoice, 200 invoices a month (vendor, amount, GL code, due date, all typed by hand).
  • Finance answers "is X reimbursable?" in Slack 5+ times a week. Same answer most of the time.
  • Bank rec clean Monday, broken by Wednesday's duplicate, nobody notices until close.
  • Partners spend a Sunday a month assembling client reporting decks from six data sources.
  • Close slips two days every quarter. Nobody can say exactly why.
What we ship

What a finance engagement actually delivers

01
Daily channel-posted close status: outstanding items, owners, due dates. Pretty-printed tables. The mess moves out of DMs and into one place.
02
Drop the invoice; get structured extraction (vendor, amount, due date, suggested GL code, flags). Human approves. 5 min becomes 30 sec.
03
Expense policy Q&A grounded in your written policy and prior decisions. Finance stops being the help desk for the policy.
04
Anomaly flags on intake. Out-of-pattern entries surface in the channel within a day, not after the close.
05
Integration into NetSuite, QuickBooks, Bill.com, or Sage Intacct so the structured output lands in the right place automatically.
06
A handover period (workshops, runbook, optional retainer) so your team runs the system after we leave.

The engagement shape for finance teams

Most finance engagements use Custom Development and Integrations as the spine, with Advisory often as the entry door and Training to make handover stick. One contract, one team, the same people from kickoff through handover.

A typical first-engagement scope is 8–12 weeks, fixed-fee against scope. Pricing is per engagement, not per invoice or per close.

Advisory Custom development Integrations & automations Training, adoption & managed services

Workplace Agent in finance channels

Channel configurations, not a finance-specific product. The same agent runs research, support, and ops channels for other teams. Coming soon.

#month-end-close

Month-end close coordinator

Outstanding items, owners, due today

Daily status during close week. On-demand status answers. Pretty-printed tables. Close week stops being a Slack mess.

#invoice-inbox

Invoice inbox

Drop an invoice, get structured data

Drop a PDF or scanned invoice. Get vendor, amount, due date, suggested GL code, and flags for anything odd. First pass before human review.

#expense-ask

Expense policy Q&A

Reimbursable or not, policy lookups

Internal channel grounded in your expense policy and prior decisions. "Is X reimbursable?" gets a fast, consistent answer.

Three channels for a finance team is a typical starter shape. See full Workplace Agent →

What this looks like in practice

A representative engagement, pulled from the playbook. Full case studies are on the way.

Problem

60-person services company runs month-end close in a flurry of Slack DMs and a tracking spreadsheet that drifts from reality every quarter. Close slips by two days; the Controller spends three of those days chasing status.

What we built

8-week build pulling from QuickBooks, the bank feed, and the team's existing close checklist. A #month-end-close channel posts daily status during close week with outstanding items, owners, and due dates. On-demand status answers throughout the day. Pretty-printed tables.

Outcome

Close lands on time. The Controller gets a third of close week back. The tracking spreadsheet got abandoned because the team stopped opening it.

What this isn't

We're not a finance-only consultancy. Accounting and finance is one of the use cases we run most often. The same team, the same engagement model, and the same Workplace Agent product handle support triage, legal intake, and ops work.

If you want a working version of this in your workspace fast, Workplace Agent is usually the first step. If you have a workflow that needs a custom build, that's a Services engagement. Either door, same team.

From the field

Notes on what's working in AI deployments, what isn't, and what teams are actually asking for. Direct. No pitches.

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Tell us where finance is stuck.

One sentence is fine. What's the workflow, what's jamming up close week, what would good look like?

Talk to us about your finance workflow