Historically, PE-backed portfolio companies have assumed that scaling revenue means scaling the finance function alongside it. By the time a portco hit $50M in revenue, the finance org was supposed to look like a small department.
Today, PE-backed companies are running investor-grade finance operations with lean internal teams that look nothing like the traditional buildout.
CPA.com, the AICPA’s accounting and finance transformation arm, sought to find out why and how. The result is a new case study in which CPA.com profiled Consero and two of our clients, Findhelp and Quantum Rise.
- Findhelp has sustained 50% year-over-year growth for four to five consecutive years, served 30 million users, and closed a significant PE investment with two internal finance hires.
- Quantum Rise integrated a cross-border acquisition in Brazil with one.
CPA.com’s conclusion after interviewing CFOs, VPs of Finance, and Consero leadership: neither company is an outlier. They’re an early signal of where investor-backed finance is heading.
| Traditional buildout | Findhelp | Quantum Rise | |
|---|---|---|---|
| Internal finance team | 6–10 hires | 2 people | 1 person |
| Time to operational | 18–36 months | 60–90 days | ~2 months |
| Growth supported | Varies | 50%+ YoY, 5 yrs | Cross-border M&A |
| Recent milestone | — | PE raise closed | Brazil acquisition |
What’s driving the shift?
For most of the last decade, “lean finance” inside PE portcos was a euphemism for “under-resourced”. A small team trying to cover too much surface area, falling behind on close, scrambling during diligence, holding the line until the CFO could justify another hire.
The layer of operational infrastructure now available underneath those small teams has changed. Three things in particular:
1. Standardized process at scale
Running finance operations across 300+ investor-backed clients for over two decades, Consero’s produced a codified set of workflows for close, procure-to-pay, order-to-cash, reporting, and compliance.
New engagements inherit that orchestration layer rather than rebuilding it. As a result, a portco can go from engagement to live financials in 60–90 days, instead of the two- to three-year timelines that ERP implementations often run elsewhere.
2. Operational AI
The AI conversation in finance is often theoretical. The data inside our own operations isn’t:
- AI bill coding runs 70% more accurate than human coding
- More than 200,000 bank transactions have flowed through automated cash application untouched
- Manual cash application time has dropped from about five minutes per transaction to one second — a 300% faster turnaround for customers
- Internal AI agents are already in production for audit and transactional accounting, with scenario planning and cash forecasting next
When the back office runs on standardized workflows, those workflows become AI prompts. The operating history is the training data.
3. Embedded expertise instead of headcount
A two-person finance team supported by a Consero engagement isn’t really a two-person team. Quantum Rise’s one internal hire is backed by 8–10 Consero professionals across AP, AR, controllership, and strategic finance.
The depth is there, it just doesn’t sit on the portco’s payroll.
The foundation powering AI in finance
Most outsourced accounting firms now talk about AI. Fewer have the operational foundation to make it reliable.
The challenge is that finance outputs — forecasts, cash projections, scenario plans, transaction coding — need to reflect a specific company’s actual revenue patterns, cost structures, and reporting logic. Generic models trained on public data don’t produce that. AI bolted onto a chaotic back office doesn’t either.
What works is AI grounded in clean workflows, structured transaction data, and consistent reporting logic. Two decades of standardized workflows across hundreds of engagements have become the training set for that.
Our EVP of Client Services, Mitt Mehta, frames it this way:
“For the longest time, the focus has been on building processes. And processes can be converted into prompts. That’s where the value add is.” — Mitt Mehta, Consero
The way that capability shows up for clients runs across three connected layers, our Build, Platform, Ecosystem model:
Proprietary reporting portal where AI-driven scenario planning, cash forecasting, and strategic analytics get delivered to the CFO’s desk.
AI agents in production for audit and transactional accounting. Each agent inherits process rigor codified across 300+ prior engagements.
Sage Intacct, payments, FP&A, and automation partners run on an integrated roadmap. Consero extends partner platforms where they don’t ship fast enough.
Build
Internal AI agents are already in production for audit and transactional accounting, with more in development. Each one inherits the process rigor codified across hundreds of prior engagements — meaning the agent doesn’t start from a blank slate. It starts from how we’ve already done the work, thousands of times.
Platform
On top of the ERP sits our proprietary reporting portal — the surface where AI-driven scenario planning, cash forecasting, and strategic analytics get delivered to the CFO’s desk. The intelligence is grounded in the client’s real transaction data, not generic public models.
Ecosystem
Rather than passively consuming partner platforms, we run an integrated roadmap with our core technology partners. Product and engineering leadership meet regularly with partner teams, compare roadmaps, and allocate resources accordingly.
If a partner is shipping a capability next quarter, we redirect our engineers elsewhere. If a critical workflow is eighteen months out, we build it now — often using MCP servers and API access to extend partner platforms without waiting.
What it looks like in practice
The CPA.com case study walks through Consero client success stories in detail.
The short version of each:
Findhelp
Denton runs the finance function with two internal hires — an FP&A professional and a staff accountant — alongside our team.
When Findhelp closed its recent PE investment, the model got stress-tested: 700+ diligence requests, many turned around overnight through our global delivery model.
“It is an absolute beautiful thing to not have to worry about the technology involved with closing on a monthly basis, staffing associated with a monthly basis. AI tools, that’s on Consero — that’s for them to help us get there quicker, to close quicker, to get the reporting quicker.” — Chad Denton, Findhelp
Quantum Rise
VP of Finance Nick Foster brought us on within months of the company’s founding, before the volume of activity would have justified a full internal team. Less than two years later, Quantum Rise closed its first cross-border acquisition.
We handled chart-of-accounts mapping, accrual conversion, consolidated reporting, and ongoing workflows in Sage Intacct — while Foster focused on deal execution.
“If someone were to come in from the outside, I’d probably pay one of the Big Four and it’s at least another zero on the cost.” — Nick Foster, Quantum Rise
Why lean finance matters now
For PE sponsors and the CFOs inside their portcos, the implication is operational and financial.
The operational implication
A lean finance team is no longer a sign that a portco is under-invested in finance. It can be a sign of the opposite — that the company has built a scalable infrastructure underneath a small, senior team rather than absorbing the cost and time of a traditional buildout.
The financial implication
The cost curve looks different. A traditional finance buildout at a $30–$50M portco can easily run $1.5–$2.5M in fully-loaded annual cost between salaries, benefits, ERP and tool licensing, and implementation services.
A Finance as a Service engagement that delivers the same operational outputs typically runs a fraction of that, with the added benefit of being live in 60–90 days rather than 18 months.
Across our client base, that model has now supported:
- 200+ acquisition integrations
- 50+ successful client exits
- $8B+ in aggregate client revenue
- Portfolio companies sustaining 50%+ annual growth
For investor-backed companies preparing for a raise, an add-on, or an exit, the finance org isn’t just a back-office cost center anymore. It’s a lever on valuation, diligence speed, and deal confidence — and one that no longer requires building large internal teams to pull.
Read the Full Case Study
The complete CPA.com case study — You Don’t Need a Bigger Finance Team. You Need a Better Model. — goes deeper on the Findhelp and Quantum Rise stories, our three-layer AI framework, and how the model supports portcos from initial investment through exit.
Curious What This Looks Like for Your Portco?
In one 30-minute call, we’ll walk through your current finance setup and show you what audit-ready books, AI-enabled close, and exit-ready financials could look like for your business.


