Senior human bookkeeper. AI co-pilot. Catalyst-grade controls.
We don’t replace your bookkeeper with a bot. We pair a senior human bookkeeper with a guardrailed AI co-pilot — for the accuracy a bot alone can’t deliver and the speed a human alone can’t match.
<3 days
Monthly close
Compressed from the typical 15-day close most growing companies live with.
Audit-ready
By design
Every transaction has an AI suggestion + human approval logged in the trail.
Senior-led
Reviewer in every entry
No black-box bot. No offshore data entry. A senior bookkeeper is in every approval.
Track record
~10 years of in-production AI in finance. 3 AI ventures co-founded. This isn’t a 2024 marketing pivot.
Why this exists
Most bookkeeping is broken in one of two ways
Pure-bot services
Pilot, Bench, and the new wave of “automated bookkeeping” tools push for cost compression by stripping out the senior reviewer. Categorizations get made by an opaque model. When the GL needs judgment, there’s no one to apply it.
Pure-human firms
Traditional bookkeeping firms still rely entirely on manual data entry. Accurate, but slow and expensive — and the close always shows up two weeks late, with no AI assist on the repetitive parts.
The Catalyst middle path
A senior bookkeeper, supported by AI on the parts AI is actually good at (extraction, categorization suggestion, anomaly detection), and held to CFO-grade controls by Brian (CFA, FPAC). You get the speed of automation, the judgment of a senior, and the audit defensibility of an institutional shop.
The hand-off
Where AI does the lifting and humans hold the line
Five stages. Every step labeled with who owns it (AI / human / both) so the audit trail story is obvious from day one.
Capture
Bank feeds, receipts, vendor invoices, and payroll reports flow into a single intake.
Extract & categorize
AI reads documents, suggests vendor + GL coding, and flags duplicates or anomalies.
Review & approve
A senior bookkeeper reviews every AI suggestion, corrects edge cases, and applies firm-specific judgment.
Post & reconcile
Approved entries post to QuickBooks / NetSuite. Reconciliations and close checklists run on schedule.
Report & advise
Close-cycle dashboards, KPI packs, and Brian-led monthly reviews — built on books you can defend.
What’s included
- Monthly close + reconciliations (bank, CC, loans, intercompany)
- AP / AR processing with AI vendor coding suggestions
- Sales tax filings + 1099 prep
- Custom monthly reporting pack delivered before close + 3
- Native QuickBooks Online / NetSuite / Sage Intacct integration
- AI anomaly detection across the GL with human triage
- Quarterly senior CFO review with Brian (CFA, FPAC)
- Audit-ready documentation trail by default
Anti-commoditization
How to vet any bookkeeping provider — including us
Print this. Bring it to every conversation.
| Metric | Most bookkeeping vendors | AI-Enabled, Human-Led Bookkeeping |
|---|---|---|
| Who's actually doing the work | An offshore data-entry team OR a black-box bot — usually with no senior reviewer | Senior bookkeeper reviews every entry, AI handles the repetitive lifting in between |
| Audit trail & defensibility | Categorizations made by an opaque model with no documented logic | Every AI suggestion logged with the human reviewer's approval — defensible to a Q-of-E exam |
| Speed of monthly close | Day 15-25 close (or no defined close cycle at all) | Close compressed to under 3 days; reporting in your inbox before the first weekend |
| Real CFO oversight | None — the bookkeeping vendor doesn't talk to your CFO | Brian (CFA, FPAC) reviews the close, owns the dashboard, and joins your monthly review |
| AI track record | "We use ChatGPT" — discovered in 2024 when it became a marketing line | ~10 years embedding AI in finance ops; 3 AI-driven ventures co-founded (AI compliance, AI scheduling, and the AI/automation practice inside Catalyst) |
Ready to compress your close from 15 days to under 3?
We'll walk through your current bookkeeping setup, the AI assist where it actually helps, and what a transition would look like.