AI readiness for high-volume CFOs

(Almost)every CFO wants AI.
Almost none has a
single source of truth.

You're being asked to put AI and agents on top of the numbers. But AI only amplifies what you feed it: point it at fragmented PSP and settlement data and it scales the errors, faster. Before the copilots, you need one reliable source of truth. This free scan shows whether you have one, and what's still missing.

No data exports. Your answers stay private. No sales call. Built by a 13-year Deloitte Registered Accountant.

Built for CFOs & controllers at Series B-D scale-ups
FREE12MIN · NO PITCH
High Volume Accounting Maturity Benchmark Report cover
Maturity level & score
Your six-factor profile
Where it breaks first
The readiness gap

AI is everywhere.
The foundation isn't.

Most finance functions already run AI. Far fewer have the one thing it depends on: clean, reconciled numbers from a single source of truth.

19%
of finance & IT teams pull the majority of their AI inputs from a single, centralised source of truth.
OneStream survey of 350+ finance & IT executives, 2026
50%
only half have a consistent source of truth, data-quality rules, or automated reconciliation in place.
OneStream, 2026
72%
say bad data has already cost their organisation $500,000 or more; 37% report over $1M.
OneStream, 2026

Adoption has crossed the majority mark: 58% of finance functions were already using AI in 2024 (Gartner). Readiness has not kept pace. Sources: OneStream / PR Newswire, 2026 · Gartner AI in Finance Survey.

No sales call to find out.
Here's exactly what you get.

Personalised to your setup

Built from your own answers, not a generic template.

Scored against your peers

See where you rank among high-volume finance teams.

Next steps & KPIs

Concrete actions per factor, prioritised for your level.

Private · 12 min · no call

Straight to your inbox. No pitch, no pressure, no exports.

Built for the operators who refuse to guess.

Recharge CataWiki Grover Wolt EasyPark Just Eat
Where do you actually stand?

You can size up every peer. The one number you can't see is your own.

High-volume finance teams almost always overrate their own maturity. [Add a real stat here, e.g. 7 in 10 score below Level 3.] The only way to know your number is to measure it. Twelve minutes, scored against your peers.

Get your score →
EXAMPLE RESULT · ILLUSTRATIVE Level 3: Pulse · 65% SOURCETRACEPULSE ROOTPROOFSCALE
Garbage in, garbage out. At machine speed.

AI doesn't fix
bad numbers.
It scales them.

Point a model or an agent at fragmented PSP and settlement data and it won't flag the gap. It builds on it, confidently, and hands you a wrong answer faster than any human could.

In the same research, the executives making the most decisions on faulty data were the heaviest AI users. More tools on a shaky foundation is more exposure, not less.

That is why a single source of truth isn't a nice-to-have for AI. It's the precondition.

Feed AI the truth and it compounds.
Feed it guesses and so do the errors. Why pre-accounting control comes before the copilots

Before the copilots

A single source of truth isn't one tool.
It's six things working together.

AI-ready finance data has structure. The same six factors that decide your financial control are exactly what a model, agent or copilot needs underneath it: validated at the source, traceable end to end, current, self-explaining, provable, and built to scale. The scan measures all six.

The reframe

This isn't a people problem.
It's an architecture problem.

The volume isn't slowing down. Hiring your way out just moves the ceiling up a floor. Real financial control is structural, established before the ledger, or it isn't control at all.

A finance leader looking up at a structure of reconciled and unreconciled nodes
The Real Financial Control Framework

Six factors decide whether your
numbers are ready for AI.

Together, these six are your single source of truth: the foundation any AI has to run on. Each builds on the last, so a gap early on quietly poisons everything downstream, automated or not.

01

Source

Is truth established before data enters the ERP?

SOURCE measures whether you validate transactions at origin, before they contaminate everything downstream.

02

Trace

Can every transaction be traced source to journal?

TRACE measures whether you have one connected, auditable trail across all systems, not tribal knowledge.

03

Pulse

Do you know where you stand daily, or only at close?

PULSE measures the frequency and reliability of your financial visibility. Steering, not month-end guessing.

04

Root

Does the system explain why differences exist?

ROOT measures how much variance analysis is automated, versus people rediscovering the same issue every month.

05

Proof

Can you prove completeness at any moment?

PROOF measures whether audit readiness is structural, a byproduct of daily operations, or an annual fire drill.

06

Scale

If volume doubled tomorrow, would it hold or break?

SCALE measures whether infrastructure absorbs growth without proportional headcount. Scale without heroics.

SOURCE → TRACE → PULSE → ROOT → PROOF → SCALE.  A chain is only as strong as the factor that breaks first.

What to do first

Build the source of truth before the copilots.

The instinct is to start with the model. The leverage is the other way around. Establish one reconciled, validated source of truth first, and every AI use case on top of it compounds value instead of errors.

For most high-volume teams the gap is right at the start: data is never validated before it enters the ERP. Close that, and your numbers become something a model can actually trust. The scan pinpoints your earliest gap, so you fix the foundation, not the symptom.

Your first three moves

  1. Map every point where financial data enters your ERP.
  2. Validate each event at the source, before it is booked.
  3. Make one reconciled source of truth the only input your AI reads from.
Factor-by-factor score page Improvement tips page Real Financial Control profile radar page
What lands in your inbox

Not a score.
A roadmap with
your name on it.

  • Your maturity level and exactly where you sit versus high-volume peers.
  • Your six-factor profile: the visual map of where the chain breaks first.
  • Factor-by-factor next steps and the KPIs to track for each.
  • A clear read on what 2× volume does to your current setup.
12
MINUTES
6
FACTORS
€0
NO PITCH
Get your score →
The line most teams can't see

Fake control vs. real control.

Both feel like control from the inside. Only one survives 2× volume and a sharp auditor.

Fake control

FEELS FINE, UNTIL IT DOESN'T
  • The ERP is trusted as the source of truth
  • Differences get "trued up" at month-end
  • Traceability lives in a few people's heads
  • Audit prep is an annual reconstruction project
  • Growth is absorbed by adding headcount

Real control

TRUTH INSIDE, STRUCTURAL
  • Truth is validated before the ERP
  • Differences surface the moment they appear
  • Every transaction traces source-to-journal in minutes
  • Audit readiness is a byproduct of daily ops
  • Infrastructure absorbs growth, not your team
The teams that stopped scaling on heroics

Peers in your phase
already know their number.

“We thought we were audit-ready. The scan found two PSP flows that never tied out. We fixed them before our raise, not during it.”

[Name, CFO] · [Company]  ·  replace with a real, approved quote

4→1
RECHARGE

From four FTE on reconciliation to one, without slowing the close.

2 days
CATAWIKI

Proof-of-concept to working trace in days, not a quarter-long project.

T+1
FUTUREWHIZ

From waiting a month for reporting to live financial visibility, mid-month.

Peter Engel, founder and CEO of Actuals
Why we built this
Real control doesn't mean checking more. It means building a system that doesn't need to be checked.
Peter EngelFounder & CEO, Actuals · 13 years as a Public Registered Accountant & Auditor at Deloitte

Actuals builds the pre-accounting control layer for high-volume finance teams: a single source of truth across order, payment and settlement data, before it ever reaches the ledger. Because accounting truth doesn't originate in the ERP. It originates before.

How it works

Three steps. Twelve minutes.

1

Take the scan

Answer focused questions about how your high-volume finance setup actually works today. No prep, no data exports.

2

Get your report

Receive your personalised benchmark in your inbox: level, six-factor profile and prioritised next steps.

3

See where you stand

Optional, no-pitch conversation about your Real Financial Control roadmap and where the chain breaks first.

Your benchmark is waiting

Find out where your
chain breaks first.

Twelve minutes today, or a 2 a.m. discovery during due diligence. One is cheaper.

8 questions · 12 minutes · free benchmark report Start the free scan → Opens the free benchmark in a secure pop-up. No new tab, no data exports needed.

Free · No pitch · No pressure · Your answers stay private · No data exports needed

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