Ficc.ai

Developer of an AI-powered fixed-income pricing platform designed to deliver real-time bond valuations and market insights.

Fintech
Active
Seattle, United States Founded 2020
Website ↗
Last updated 2026-08-21
Total raised
$2.7M
Stage
Founded
2020
Headcount
HQ
Seattle, United States
Sector
Fintech

About

Ficc.ai is a bootstrapped AI & Machine Learning Operationalization (MLOps) Software startup that provides accurate real-time pricing for over one million municipal bonds to its users, enabled by the latest advances in machine learning. The company's artificial intelligence models provide continuous understanding of the market for munis, enabling dealers, brokers, and investors to trade with greater speed, greater confidence, and greater efficiency. Ficc.ai's technology creates profit opportunities by enabling users to scan buying and selling opportunities in the universe of municipal debt far more comprehensively than possible otherwise. The technology allows clients to take advantage of market inefficiencies in a systematic way. Accurate real-time price estimates are valuable not just for traders, but also for issuers, municipal advisers, underwriters, dealers, brokers, trading platforms, portfolio managers, other asset managers, compliance and risk managers, and financial advisers.

Funding history · 3 rounds · $2.7M total

2021-12
Seed $1.2M
★ Harpoon
2020-07
Pre-Seed Undisclosed
★ Harpoon
Date unknown
A Round $1.5M

Q&A

What is Ficc.ai's primary business?
Ficc.ai develops an AI-powered fixed-income pricing platform designed to deliver real-time bond valuations and market insights, specifically for over one million municipal bonds.
Who is the CEO and Founder of Ficc.ai?
Gil Shulman is the CEO and Founder of Ficc.ai, a role he has held since 2020.
What is Ficc.ai's total funding to date?
Ficc.ai has raised a total of $2,700,000 across its funding rounds.
When did Ficc.ai raise its Seed round and who were the lead investors?
Ficc.ai raised a Seed round in December 2021, with Harpoon as a lead investor.
What is Ficc.ai's primary sector?
Ficc.ai's primary sector is Fintech.
Where is Ficc.ai headquartered?
Ficc.ai is headquartered in Seattle, United States.
Which technologies does Ficc.ai utilize?
Ficc.ai utilizes AI, Machine Learning, and MLOps in its technology.

Team · 3

Gil Shulman
Founder · CEO and Founder
Mitas Ray
Founding Principal Scientist
Jon Fiebach
Board Director and Advisor

Sectors & technology

Primary sector
Fintech
Technologies
Target customers
Business model
SaaS
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External links

Websiteficc.ai

Identifiers & details

Founded2020