Org21
Org21 provides an AI economics platform that maps every dollar of AI spend to the teams, products, and business outcomes that generated it. The platform connects finance invoices with engineering workload data through read-only connectors to major AI services and organizational systems, enabling attribution, ROI analysis, and governance. It offers a free Individual plan covering up to three providers and a 14-day early access pilot.
- Data & Analytics
- Enterprise Software
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
Finance receives AI invoices while engineering runs the workloads, with no system connecting the two. This attribution fog leaves organizations unable to justify AI spending or govern it effectively, since policy without attribution is guesswork.
Solution
Org21 is an AI economics platform that maps every dollar of AI spend to the team, product, and outcome behind it. The platform connects financial data with engineering usage through read-only connectors to AI services and organizational systems, providing clear visibility into where AI investments are going and what they are returning. Org21 Fusion reconciles spend events into a canonical entity model, fuses them into a Fusion Graph with organizational context, and delivers attribution, ROI baselines, drift alerts, and a CFO-ready scorecard. By resolving attribution fog, justification fog, and governance fog, Org21 enables organizations to see their AI investments clearly and make informed decisions about resource allocation.
Target Audience
Primary customers are finance, engineering, and executive leaders at organizations with significant AI investments who need to understand and justify AI spending and returns.
Features
- Read-only connectors to AI services including Bedrock, Azure OpenAI, Vertex, OpenAI, Anthropic, and 35+ tools, plus org-side systems such as HiBob, Jira, Git, NetSuite, Priority, Zendesk, groundcover, and Salesforce
- Normalization engine that reconciles every spend event to a canonical entity model, collapsing duplicate tool and account names into a single source of truth
- Fusion Graph that attaches teams, products, customers, and outcomes to spend data, with owners, budgets, and policies applied at the point of work
- Governance capabilities including policy setting, budget management, ROI gates, and accountability rules, with every chart convertible into a governed workflow
- Privacy-by-design architecture that minimizes personal data collection, requiring only name and business email for accounts
- Deployment options including cloud workspaces with regional residency and self-hosting in a customer's own VPC on GCP, AWS, or on-premises