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Ciridae Raises $20M Seed to Build AI Operating Systems for Real Economy Workflows

Everybody wants to sell AI like it’s a magic trick. Wave the hands, dim the lights, throw around words like “transformation,” and suddenly a broken workflow is supposed to heal itself while an executive nods through another keynote fueled by catered sushi and venture capital optimism. Meanwhile, the real economy is trying to move freight, manage crews, route inventory, process claims, answer customers, and keep the lights on while another consultant charges six figures to rearrange a PowerPoint slide nobody asked for.

That’s why Ciridae caught my attention. Not because the company raised $20M in Seed funding led by Accel, with Andreessen Horowitz, General Catalyst, Sunflower Capital, and Backcountry Ventures joining the round. Plenty of companies raise money. Silicon Valley treats funding announcements like nightclub promoters treat bottle service. Everybody’s “exclusive” until payroll hits on Friday.

Ciridae is developing operating systems for real economy businesses. Not theory. Not AI cosplay. The company embeds directly with operators, rebuilds workflows around AI, and deploys systems that run in production where mistakes cost real money and wasted time punches harder than a Twitter thread ever could.

Ciridae hit high seven-figure run-rate revenue quickly while staying cash-flow positive because the company understood something a huge portion of tech still misses while busy turning every sentence into a audition: businesses do not buy AI because it sounds futuristic. They buy outcomes. Faster execution. Cleaner operations. Better margins. Less friction.

And Ciridae is swimming directly into the chaos a lot of software companies avoid. Construction. Logistics. Distribution. Staffing. Operationally dense industries where every delay creates downstream operational headaches across crews, inventory, scheduling, and customer expectations. These sectors do not care about vibes. They care whether the system works on Tuesday morning when 3 people call out sick and a shipment disappears somewhere between Reno and Sacramento.

Jack Soslow brings the venture and data science muscle from Andreessen Horowitz and Meta. Jack Weissenberger brings deep ML and production engineering experience from Tenyx, Salesforce, Apple, and Capital One. Together, they built a company designed for businesses trying to survive the next decade.

The name Ciridae feels fitting too. Precise. Almost surgical. Built to navigate pressure instead of performing for applause. AI is entering a phase where the winners will not be the loudest companies. The companies that matter will quietly wire intelligence into the bloodstream of industries people stopped paying attention to years ago.

Ciridae

Ciridae

Developing operating systems for real economy businesses

Website

Key Executives

  • Jack Soslow (Venture and Data Science)
  • Jack Weissenberger (Deep ML and Production Engineering)

Investors

Accel

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