Ciridae Raises $20M Seed to Deploy AI Ops for PE‑Backed Mid‑Market Firms

Ciridae was founded in 2025 by former leaders from Meta, Salesforce, and Andreessen Horowitz. The company focuses on replacing manual workflows and fragmented systems in traditional industries with integrated AI software that unifies scheduling, procurement, invoicing, claims management, and financial operations. Its founders say they started the firm after seeing that many businesses that could gain the most from AI lack practical tools to adopt it.

The startup already works with private equity firms that collectively oversee more than $1.3 trillion in assets under management. Within months of launching commercially, Ciridae reached a high seven-figure revenue run rate while staying cash-flow positive. Its platform serves sectors such as logistics, healthcare, construction, industrial distribution, restoration, and home services.

Jack Soslow, co-founder and former Andreessen Horowitz partner, said the company was built to address the lack of AI adoption tools for firms that stand to benefit most from the technology. He argues the biggest AI opportunity lies in constructing the operating infrastructure for businesses the industry has largely passed by, rather than adding another layer of enterprise software. This perspective highlights a gap in the market where AI could drive efficiency without requiring costly, lengthy software overhauls.

The fresh $20 million will let Ciridae expand its engineering team, deepen integrations with PE-backed portfolio companies, and advance its Ciridae AI Index—a benchmarking platform that measures operational transformation across firms. Investors note the round reflects confidence in a model that couples AI talent with operational expertise to deliver production systems in days instead of the typical 18-month implementation cycle. By focusing on mid-market firms, Ciridae aims to capture a segment that larger enterprise vendors often overlook.

Looking ahead, watch for Ciridae’s rollout of the AI Index and its expansion into additional verticals such as industrial distribution and restoration services.