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Formulary Financial

AI-driven fund administration for accounting, reporting

Overview

Formulary Financial provides an AI-native fund administration platform that handles back-office needs for private capital, including accounting, reporting, compliance, audit support, capital activity, and investor communications. It replaces manual data entry with an AI-powered data systemization model that integrates internal and external data to create a single source of truth and real-time updates. How it works: the platform automates workflows and maintains an auditable data foundation, enabling asset managers to access reliable data, generate tailored reporting, and support audits. It differentiates itself by focusing on an end-to-end, tech-driven approach for private equity, growth equity, and venture capital firms and by shifting accountants toward advisory and exception handling rather than manual data entry. The company aims to increase transparency and accuracy in fund operations, reduce reporting delays, and improve efficiency for both general and limited partners.

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About Formulary Financial

Simplify's Rating
Why Formulary Financial is rated
C
Rated C on Competitive Edge
Rated B on Growth Potential
Rated D+ on Differentiation

Industries

Data & AnalyticsEnterprise SoftwareFintechFinancial Services

Company Size

11-50

Company Stage

Seed

Total Funding

$4.6M

Headquarters

New York City, United States

Founded

2025

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Simplify Jobs

Simplify's take

What believers are saying

  • Formulary's website updated October 2026 and careers page show active hiring across accounting and engineering.
  • November 3, 2026 Khosla job posts signal continued investor support and scaling momentum.
  • The company targets a massive private markets workflow problem, with faster closes and cleaner LP reporting.

What critics are saying

  • Khosla job posts on November 3, 2026 say Formulary manages billions, but no independent validation exists.
  • Fund administration is crowded with established firms; switching vendors during audits creates immediate client churn risk.
  • If AI errors corrupt NAVs or LP reports, reputational damage can destroy a young administrator overnight.

What makes Formulary Financial unique

  • Alfia Ilicheva launched Formulary in May 2025 after Bridgewater and Apollo-backed Edna.
  • Formulary combines fund accounting, compliance, audit, capital activity, and LP communications on one platform.
  • Its AI-native stack promises real-time, auditable data instead of spreadsheets and legacy fund systems.

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Funding

Total Funding

$4.6M

Above

Industry Average

Funded Over

1 Rounds

Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Above Average

Industry standards

$3.3M
$2M
$2.3M
$3M
$4.6M

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