Executive Learning Series · For the CFO & Finance Org

Architecting AI for financialanalysis, planning& operations.

Ten lessons that move your finance leaders from scattered AI experiments to a governed, auditable architecture they can defend to the board.

10 lessons
Finance leadership cohort
Shared spine
FP&A & Controllership breakouts
Vendor-agnostic
Deterministic by design
Capstone
A 12-month blueprint
01 / The Premise

In finance, a wrong number is worse than no number. We teach your leaders to architect AI that is governed, auditable and deterministic by design.

Built for the CFO and the leaders who run the close and the plan. FP&A and controllership learn to architect agentic workflows across analysis, planning and operations, hold the audit trail, and prove the cycle-time and accuracy gains. Vendor-agnostic by design, so the judgment outlasts the tool.

For
The CFO, plus FP&A and controllership leaders who will build
Format
Ten facilitated lessons. Shared foundation, role-specific breakouts
We protect
Controls, audit trail, data governance and compliance posture
We move you
From spreadsheets and Copilot to agentic orchestration with measurable ROI
You leave with
A phased, auditable architecture blueprint for the finance org
02 / The Shape

One foundation, two focus areas

02 / 05

Seven lessons run shared, so FP&A and controllership build a common language and see the whole finance machine. Three lessons split into role-specific breakouts where the stakes genuinely diverge: how you design the agents, how you hold the controls, and how you measure the return.

Shared lesson
FP&A & Controllership breakout
01
FOMO to Architecture
Shared
02
Map the Work
Shared
03
Chat to Agents
Shared
04
Agent Teams
Breakout
05
Data Foundation
Shared
06
Controls & Guardrails
Breakout
07
Redesign Roles
Shared
08
Build, Buy, Wait
Shared
09
Measuring ROI
Breakout
10
The Roadmap
Capstone
03 / The Curriculum

Ten lessons

03 / 05
01

From AI FOMO to AI Architecture

Reframe the CFO's job from buying tools to architecting a governed finance operating system. Set the outcome lens: cycle time, accuracy, control, margin.

Shared
02

Mapping the Finance Work Worth Automating

Inventory the close, FP&A, AR/AP and reporting workflows. Separate judgment-light from judgment-heavy, and decide where AI belongs and where a human must stay in the loop.

Shared
03

From Chat to Agents

The building blocks: assistants, scripted workflows, autonomous agents, and why deterministic outcomes matter more in finance than anywhere else.

Shared
04

Designing Teams of AI Agents

Treat agents as roles with defined skills, handoffs and sign-off. Architected separately for the plan and for the close. See breakout below.

FP&A + Ctrl
05

The Data Foundation

Your finance AI is only as good as the chart of accounts, the GL and the sub-ledger hygiene behind it. Diagnose garbage-in before it reaches a board pack.

Shared
06

Controls, Auditability & Compliance Guardrails

The insurance policy for finance. Audit trails and human sign-off as the default, mapped to NIST AI RMF and ISO 42001. See breakout below.

FP&A + Ctrl
07

Redesigning Roles, Not Just Tasks

What analysts and accountants do once agents absorb reconciliation and data prep. Redeploy toward judgment and review, and retire the shadow spreadsheets.

Shared
08

Build, Buy, or Wait

A decision framework for the FP&A and close-automation landscape. Point solution versus platform versus build, with lock-in risk and optionality kept in plain view.

Shared
09

Measuring ROI

Instrument the bottom-line case and separate real impact from vanity metrics. Tuned to the numbers each leader is accountable for. See breakout below.

FP&A + Ctrl
10

The 12-Month Architecture Roadmap

Synthesis and capstone. Each leader designs a phased plan: pilot, scale, govern. Run against the F3i Corporate Simulation Pack, a full synthetic finance dataset, so they leave with a real blueprint rather than a notebook of concepts.

Capstone
04 / The Breakouts

Where the paths split

04 / 05

At three points the room splits. Same framework, different stakes. FP&A architects for the plan and the analysis. Controllership architects for the close and the controls. They reconvene to compare blueprints.

Lesson 04

Designing Teams of AI Agents

Architecting an agentic function for the department
FP&A · Strategic Finance lens

The agentic planning function

  • Driver-model agents that rebuild the forecast as actuals land
  • Variance and flux agents that explain the delta before the meeting
  • Scenario agents that price a what-if in minutes, not days
  • Board-narrative drafting with a human author in the loop
Controllership · Operations lens

The agentic close & ops function

  • Reconciliation agents that match and flag before the close starts
  • AP and invoice-coding agents with confidence thresholds
  • Intercompany and sub-ledger matching, designed as a chain
  • Exception routing to a human, never an auto-post without review
Lesson 06

Controls, Auditability & Compliance Guardrails

The insurance policy, role by role
FP&A · Strategic Finance lens

Governing the numbers

  • Assumption traceability: every forecast input has a source
  • Model versioning so a board number can be reproduced
  • No black-box outputs in anything that reaches the board
  • Mapped to NIST AI RMF and ISO 42001
Controllership · Operations lens

Governing the controls

  • Segregation of duties preserved when an agent acts
  • An audit trail on every agent action, end to end
  • Approval gates and materiality thresholds built in
  • Aligned to SOX-style controls and existing audit posture
Lesson 09

Measuring ROI

The metrics each leader defends
FP&A · Strategic Finance lens

Planning impact

  • Forecast accuracy and bias over time
  • Planning and re-forecast cycle time
  • Analyst hours reclaimed from data prep
  • Scenario turnaround speed
Controllership · Operations lens

Operational impact

  • Days to close and time in each close stage
  • Reconciliation error and rework rate
  • Cost per transaction processed
  • Audit readiness and control exceptions
05 / Beyond the Classroom

Bring it in-house

05 / 05

Run the series as a private cohort for your finance leadership, tuned to your ERP, your chart of accounts and your control environment. Then continue past the room. Our advisory team can architect and stand up the systems your leaders designed, under the same governance posture taught in the lessons.

Step 01

The Executive Series

Ten lessons, shared spine, FP&A and controllership breakouts. Your leaders leave fluent in architecture and controls, with a draft blueprint in hand.

Step 02

Private In-House Cohort

The series delivered to your team alone, calibrated to your ERP, your close calendar and your audit reality. Worked against your context, not a generic template.

Step 03 · Advisory

Advanced Architecture & Implementation

An optional advisory engagement to architect, build and govern the agentic finance workflows your leaders designed. The classroom blueprint becomes a running system, with the audit trail intact.

The advisory and the implementation are distinct products. We teach the architecture first, then build it only if it earns its place. No lock-in, no vendor allegiance, and no number you cannot trace back to its source.

The next step

Start with a 90-minute executive briefing.

A tightly packed session on ROI, risk and data governance, then a clear read on which lessons your leaders need first.