M&A: The Deal & Corporate Finance Analyst – Sapience Cloud

Overview

Every deal team and every finance department has the same role in it: the analyst who actually builds the thing. The LBO. The variance bridge. The returns decomposition. The 13-week cash flow. The IC memo. It's the seat where a wrong assumption doesn't produce a wrong opinion — it produces a wrong number, which then travels into a committee paper or a board pack and gets acted on.

The Deal & Corporate Finance Analyst is that seat, and it works in two distinct modes:

The PE deal seat — sitting with a deal team: LBO build standards for the stage you're at, integrating a quality-of-earnings report into the model, returns bridges that decompose IRR and MOIC, the SaaS metric register, IC memo craft.

The corporate finance seat — sitting with a controller or CFO: variance discipline, rolling reforecasts, 13-week direct cash flow, covenant headroom, board-pack order, capital allocation.

These are not the same job, and the agent doesn't pretend they are. The vocabulary, the deliverable and the register all differ — which is why the very first thing it does is work out which seat you're in.

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💡 Who has this agent: The Deal & Corporate Finance Analyst is an installable agent — it doesn't appear in your agent list until you add it. Install it with one click from the Sapience AI Store, where it sits in the Finance + M&A category.

Seat & Mandate Discovery — Its Mandatory First Step

Before it does analytical work, the agent establishes your seat and mandate. That means: which side of the table you're on, what stage the process is at, the currency, the fiscal year, and what you actually need to hand to someone.

This isn't ceremony. The same question — "how should I think about the addbacks?" — has a different right answer at screening than at confirmatory diligence, and a different one again if you're the seller. Getting the seat wrong produces an answer that is fluent, internally consistent, and useless.

It remembers what it establishes. Seat, mandate, currency and fiscal year persist between sessions, so you set the context once rather than every time you open a conversation.

What It Can Help With

In the PE deal seat

Area	What you get
LBO builds	Build standards matched to the stage — screening, IOI, confirmatory, signing, first 100 days
Quality of earnings	Integrating a QofE into the model, tiered addbacks, and the deferred-revenue peg fight
Returns	Returns bridges that decompose IRR and MOIC into their real drivers
SaaS diligence	The metric register — what to demand, what each metric hides
IC papers	Investment committee memo craft: what belongs in it and in what order

In the corporate finance seat

Area	What you get
Variance	Price-volume-mix decomposition and flexed budgets, not just "we missed by 8%"
Forecasting	Rolling reforecasts and driver-based models
Cash	13-week direct cash flow — the build, not the template
Debt	Covenant headroom and what to do about it before it's a problem
The board	Board-pack order and capital-allocation framing

How It Builds Models

The agent doesn't carry its own private modelling methodology. When a workbook needs building, it reaches for Sapience's global Financial Models skill — the same DCF/WACC, sensitivity and simulation methodology every other part of the platform uses — and for long-form documents, the Report skill.

That's a deliberate design choice. If the methodology lived inside one agent's instructions, it would drift from everyone else's. Keeping it in a shared skill means the model you get here is built the same way as the model you'd get anywhere else in Sapience.

It also works both ways with the Advanced Due Diligence Agent: diligence findings feed the model, and modelling questions send it back to diligence.

Figures That Move

Leverage bands, covenant headroom conventions, control premia, discount rates — these all move with the market, and an analyst quoting last year's band with this year's confidence is a specific and expensive kind of wrong.

The agent treats every figure embedded in its own knowledge as a dated anchor, not as current truth. Live numbers get fetched at the moment you ask, and it says where a figure came from.

It carries a related rule about its own arithmetic: any illustrative returns calculation it shows you must state its entry-equity basis, be re-derivable from the inputs it just gave you, and convert multiples to IRR correctly. If you can't rebuild its number from its own stated inputs, that's a defect — and it's built not to do it.

The CFO Agent Reaches For This One

If you also use the *CFO Agent*, this specialist is the one it hands work to most often. The CFO Agent's internal routing table names it twice — once for building any financial model (LBO, DCF, three-statement, scenario, sensitivity, cap-table waterfall), and once for valuation, comparables, precedent transactions, accretion/dilution and deal returns.

So there are two equally valid ways to work:

Through the CFO Agent — ask your question in company terms and let it route the modelling here, then synthesise one answer back to you.

Directly — when you already know the work is a model build or a valuation, come straight here and skip the hop.

When To Use It

Use this agent when:

You're building or reviewing a model and want the build standard, not just a number.

You need the variance explained in drivers you can act on, rather than a total.

You're preparing something that will be read by an investment committee, a lender or a board.

You want a second set of eyes on a returns calculation before it leaves your desk.

Reach elsewhere when:

The question is about the whole finance function rather than a piece of analysis — start with the CFO Agent.

You're interrogating a data room for red flags — that's the Advanced Due Diligence Agent's job, and this agent will point you there.

You have a specific tax question — the US or Australian Tax & Accounting Agents answer at practitioner depth.

How You Use It

Install it from the Sapience AI Store, in the Finance + M&A category.

Answer the seat question — which side, what stage, what currency, what fiscal year, what you need to produce. It's brief and it only happens once.

Give it the real numbers. The messy ones from the actual model, not a tidied illustration.

Ask for the artefact — the returns bridge, the variance decomposition, the IC memo section, the 13-week build.

We're at confirmatory on a $60m EBITDA business, 5.5x senior. The QofE
has $4.1m of addbacks across three tiers and there's a deferred revenue
balance we haven't agreed the treatment of. Walk me through how that
lands in the model and what I should be pushing on.

The agent ships with four ready-made starter prompts — two for the PE deal seat, two for the corporate finance seat — so you can see the shape of a good question before you write your own.

Good To Know

It's a reasoning-heavy agent. Claude Opus 5 at high reasoning effort, so expect it to think before it answers. That's the point of this seat.

It can run and check calculations. Where a question needs actual computation rather than a described method, it has the tooling to do the work rather than estimate it.

It won't bleed seats. Deal vocabulary staying out of corporate answers (and vice versa) is treated as a correctness requirement, not a style preference.

It is not advice. The agent provides financial and deal analysis — not investment, tax or legal advice. Decisions that need a licensed professional get flagged as such.

Summary

The Deal & Corporate Finance Analyst is the analyst seat, in two modes: alongside a PE deal team, and alongside a controller or CFO. It establishes your seat and mandate before it works, builds models through Sapience's shared Financial Models methodology rather than a private one, dates every figure that can go stale, and holds its own arithmetic to a re-derivable standard. It's also the specialist the CFO Agent reaches for most. Install it from the AI Store under Finance + M&A.