Quarterly ReportQ3 202622 pages12 min read

Quarterly Executive Finance Report

Capital markets, executive hiring, compensation, fundraising, AI adoption, and public and private market observations for Q3 2026.

Series B median round

$32M

Executive hiring pace

+7% QoQ

CFO comp inflation (TTM)

+4.1%

AI adoption in finance

63%

Published Jul 10, 2026 · Updated Jul 10, 2026

Executive Summary

Capital markets stabilized in Q3 2026 after two quarters of compressed round sizes. Median Series B rounds rose to $32M, the highest level since Q4 2024, though pre-money valuations remained approximately 18% below the 2021 peak on a normalized basis. [1]

Executive hiring pace across the C-suite rose 7% quarter-over-quarter, led by CRO and CFO roles. Fractional executive adoption continued to compound, with the fractional CFO market segment growing at an annualized 19% in the quarter. AI adoption inside finance functions crossed 63% — a rise of 11 points from the prior quarter.

Section 01

Capital markets

Figure · Column chart

Median Series B round size, trailing four quarters

USD, millions

24
26
29
32
Q4 2025
Q1 2026
Q2 2026
Q3 2026

Source · PitchBook-NVCA Venture Monitor. [1]

Round sizes have expanded, but the number of rounds remains 22% below the 2021 quarterly peak. This is consistent with the pattern of concentration: larger checks into fewer companies, with a widening quality gap between funded and unfunded companies. [2]

Section 02

Executive hiring

Figure · Bar chart

Executive hires by role, Q3 2026 QoQ change

% change QoQ

CRO
12
CFO
9
COO
6
CTO
5
CMO
3

Source · STANDARD Research, 2026 Q3. [3]

Section 03

AI adoption inside finance functions

Key Finding

63% of surveyed finance teams report using at least one production AI tool. Adoption rose 11 points QoQ.

Evidence · Survey of 214 CFOs and controllers, Q3 2026. Most common tools: AI-assisted variance analysis, memo drafting, and reconciliation.

Implication · AI adoption in finance is no longer experimental. Buyers evaluating fractional CFOs should expect AI-native operators to deliver materially more per contracted day than non-AI-native counterparts.

Methodology

How this research was conducted.

Data sources

  • PitchBook-NVCA Venture Monitor Q3 2026
  • STANDARD Research proprietary hiring database
  • Carta State of Private Markets Q3 2026
  • Survey of 214 CFOs and controllers

Sample size

214 quarterly survey respondents; 1,140 rolling hiring records

Collection period

April 2026 – June 2026

Limitations

  • · US-focused. International market observations excluded.
  • · Quarterly data has higher variance than annual benchmarks; trend lines are more reliable than point estimates.

Definitions

Production AI tool
An AI system used in a live workflow whose output is relied upon operationally, distinct from experimental or ad hoc use.
Q3 2026

FAQs

Frequently asked.

How did Series B round sizes change in Q3 2026?
Median Series B round size rose to $32M in Q3 2026, the highest level since Q4 2024. The number of rounds remains 22% below the 2021 peak.
How much are finance teams using AI?
63% of surveyed finance teams reported using at least one production AI tool in Q3 2026, up 11 points from the prior quarter. Most common uses are variance analysis, memo drafting, and reconciliation.

Citations

  1. [1]PitchBook-NVCA Venture Monitor Q3 2026.
  2. [2]Carta, State of Private Markets Q3 2026.
  3. [3]STANDARD Research proprietary hiring database, 2026 Q3.
Cite as · STANDARD Research. Retrieved Jul 11, 2026.

The STANDARD Engagement

Executive finance. Standardized.