Ciridae

What Ciridae does

Ciridae is a San Francisco-based software company founded in 2025 that builds an AI Operating System targeting mid-market businesses in the real economy — verticals including logistics, healthcare, construction, industrial distribution, home services, and restoration. The product replaces legacy enterprise resource planning (ERP) and operations tooling with an AI-native platform that orchestrates large language models and deploys task-specific agents across core workflows such as scheduling, vendor management, customer order expediting, commissions calculation, and accounts receivable/payable processing.

The platform is built on a React/TypeScript front end with Python/FastAPI services, a centralized LLM orchestration layer, and proprietary vertical playbooks (kits) that encode industry-specific logic. The company has announced two product extensions: Crucible, an early-access module, and the planned Ciridae AI Index, a benchmarking product. The company is SOC 2 compliant and operates a small team (1–10 employees as of the available data) supported by Forward Deployed Engineers embedded with customers.

Ciridae sells via an enterprise field-sales motion, with pricing structured per deal and contract size customized to customer scale. It reports 20+ active partners and customers and leverages a private equity distribution channel spanning more than $1.3 trillion in aggregate assets under management. Named customers include Knight Commercial, Atom, Factua, and BV Tech. Ciridae has reached a high seven-figure annualized revenue run rate and claims cash-flow positive operations within roughly six months of commercial launch.

Name

Ciridae

Legal name

Ciridae

Website

https://ciridae.com

Company type

Private

Founded year

2025

Operating status

Operating

Headcount range

1–10 employees

Short description

Ciridae builds an AI Operating System for mid-market real economy businesses, replacing legacy ERP and operations software with LLM-orchestrated agents across scheduling, vendor management, and order processing. It sells via PE channel partners to logistics, healthcare, construction, and industrial distribution customers.

Ownership category

akta.pro rank

Product category

Enterprise AI Software / AI Operating System

NAICS

Software Publishers (513210), Custom Computer Programming Services (541511)

SIC

Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372)

akta.pro primary industry

AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

akta.pro secondary industry

B2B/EDI & Supply Chain Process Automation Platforms (HDAEAHAK)

Keywords

• AI operating system
• AI transformation services
• Enterprise workflow automation
• Vertical AI playbooks
• Forward deployed engineering

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations

Revenue model

1. AI Transformation Engagements: Professional services engagements where Ciridae deploys Forward Deployed Engineers to deliver end-to-end AI transformation for mid-market customers — discovery, build, deployment, and integration of custom AI workflows on Ciridae's platform.
2. Platform Subscription (implied): Recurring platform access implied by the "Crucible" product (early access program) and the deployment of custom software "on our platform." Customers receive ongoing access to AI workflows, infrastructure, and proprietary kits post-deployment.
3. Outcome-Based Customer Value: Engagements are positioned around quantifiable customer outcomes (e.g., >$2M EBITDA uplift, $8M FCF unlock, >10,000 hours returned at Knight Commercial), indicating outcome-aligned value creation, though the underlying pricing model is not publicly disclosed.

Pricing tiers

Go-to-market motion2 records

Distribution channels2 records

Marketing channels5 records

Core offering

Ciridae deploys Forward Deployed Engineers to embed with mid-market real economy businesses and ship custom AI-native operating systems on its proprietary platform. The platform unifies project management, financials, CRM, AP/AR, and reporting into a single system, and ships vertical-specific modules (AI-Powered Scheduling, Vendor Management, Customer Order Expediting) backed by proprietary vertical playbooks for logistics, healthcare, construction, industrial distribution, home services, and restoration.

Product overview

Ciridae offers a single unified AI Operating System (the core platform) that replaces the patchwork of ERPs, spreadsheets, and disconnected point solutions in services and industrial businesses, accompanied by built-in modules including AI-Powered Scheduling, Vendor Management, and Customer Order Expediting that share the same platform foundation. Delivered on top of proprietary kits, vertical playbooks, and production infrastructure, the platform ships custom software in weeks; deployed AI agents such as the AI Commissions Calculation Agent run natively on it (e.g., the Knight Commercial deployment). A companion product, Crucible, is in early access (opened June 15, 2026), and a separate benchmarking product, the Ciridae AI Index, is in the company's planned development pipeline.

Differentiator

Problem solved

Functional benefit

Brands

• Crucible: Crucible is a Ciridae offering for which the company opened early access on Jun 15, 2026 (signup via Typeform on ciridae.com).
• Ciridae AI Index

Products and services

• AI Operating System A purpose-built AI operating system that replaces the patchwork of ERPs, spreadsheets, and disconnected point solutions most industrial businesses run on. Unifies project management, financials, CRM, AP/AR, and reporting in a single system with AI handling scheduling, the close, procurement, and reporting. Target customers are mid-market services and industrial businesses, often PE-backed.
• AI-Powered Scheduling Scheduling module of the AI Operating System that ingests work order data, technician skills, certifications, and routing constraints to automatically generate optimized schedules across a large field workforce. Schedulers review AI proposals with confidence scores, make targeted adjustments, and approve.
• Vendor Management Vendor management module that automates the full vendor lifecycle — from onboarding and document collection to payment approvals and compliance tracking — with AI handling the coordination overhead and integrating directly with the customer's financial stack.
• Customer Order Expediting AI continuously monitors inbound order activity, triages customer communications, and routes urgent requests without manual intervention, saving the equivalent of a full-time headcount per workflow. Every email handled, status update logged, and exception flagged is tracked against measurable cost savings.
• Crucible Companion product from Ciridae for which early access opened on June 15, 2026 via a Typeform signup on the company homepage. Specific functionality is not detailed in the source material.
• AI Commissions Calculation Agent AI agent delivered to Knight Commercial that produces plain-language summaries of commissions calculations, eliminating hours of monthly manual work and achieving >80% reduction in monthly commissions calculation time. Knight's CFO called the engine industry-changing.

Quantifiable outcome

• Customer EBITDA uplift of >$2M (Knight Commercial case study)
• +6 more outcomes

Named customers4 records

Segments7 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability11 records

Feature5 records

Scale indicators7 records

Recent moves6 records

Expansion highlights3 records

Broad incumbents

• DataRobot: DataRobot provides an enterprise AI platform for building, deploying, and managing ML and generative AI applications — comparable to Ciridae's LLM orchestration layer and applied-AI platform delivered to operational customers.
• ServiceNow: ServiceNow is a broad incumbent in workflow automation and enterprise service management, now layering generative AI across its platform via its $1B+ AI acquisitions — competing with Ciridae in automating operational workflows for mid-market enterprises.
• UiPath: UiPath is the leading robotic process automation platform, increasingly bundling AI agents and document understanding — overlapping with Ciridae's AP/AR automation and operational agent capabilities for mid-market industrial customers.
• Element AI (ServiceNow): Element AI (now part of ServiceNow) was founded to operationalize AI for enterprises via applied research and deployment services — comparable to Ciridae's combination of applied AI research and embedded AI transformation delivery.

Direct peers

• C3.ai: C3.ai sells enterprise AI applications and a model-driven application platform to industrial and enterprise customers — directly comparable to Ciridae's AI Operating System positioning for real-economy operators.
• Palantir Technologies: Palantir builds custom AI operating systems (Foundry, AIP) delivered through Forward Deployed Engineers to enterprise and government customers — directly comparable to Ciridae's FDE-led AI OS delivery model for industrial/real-economy operators.

Emerging players

• Glean: Glean is an enterprise AI search and knowledge platform that uses RAG and AI agents to unify retrieval across enterprise systems — adjacent to Ciridae's knowledge-retrieval and LLM-orchestration capabilities over messy operational data.
• Celonis: Celonis provides process mining and execution management to surface operational inefficiencies in enterprise workflows — overlapping with Ciridae's process-redesign and operational automation thesis for mid-market customers.
• Sana: Sana builds an AI knowledge and work platform that automates workflows and unifies enterprise content — comparable to Ciridae's goal of replacing fragmented ERPs, spreadsheets, and legacy tooling with an AI-native operating layer.
• Tribe AI: Tribe AI is an AI consultancy that embeds ML engineers into enterprise teams to deliver bespoke AI solutions — closely comparable to Ciridae's Forward Deployed Engineer-led bespoke AI transformation motion for mid-market operators.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• Xx.com/TheCiridae
• LinkedInlinkedin.com/company/ciridae

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds2 records

Investors7 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Ciridae