Dotwork launches live model linking enterprise strategy, spending and AI
Dotwork has launched the Enterprise Operating Model, a live, graph-based model designed to connect an organization's strategy, capital, work, technology, controls and AI in one place. The company says it gives leaders and AI agents a shared view of how the enterprise operates.
- Dotwork launched the Enterprise Operating Model on Nov. 9, 2026.
- The live, graph-based model connects strategy, capital, work, technology, controls and AI.
- It integrates existing systems including financial, cloud, portfolio and control tools.
- Reference models cover several industries and map to frameworks such as TBM, FinOps and TOGAF.
- The launch follows Dotwork's acquisition of Arcario Group in October 2026.
A shared model for fragmented enterprise systems
Dotwork said the Enterprise Operating Model connects systems that enterprises already rely on, rather than replacing them. These include the general ledger, cloud and AI bills, portfolio and delivery tools, architecture inventories and control registers.
The company said enterprise planning and execution are often split across different tools and schedules. Strategy may sit in presentations, budgets in spreadsheets, work in multiple systems, while cloud, application and AI spending continues to accrue. The new model is intended to bring these elements together into a live representation of how the business runs.
Every Dotwork solution reads and writes the same model. The platform covers strategic portfolio management, IT financial management, enterprise architecture, standards and controls, and AI governance.
Steering priorities, tracing costs and governing AI
Dotwork says organizations can use the model to see which strategies are funded, which work supports them and what has changed. Leaders can then redirect teams, capital and AI as priorities shift, instead of waiting for the next planning cycle.
The model also lets users trace a strategy to the work and spending behind it, and trace those elements back again. Dotwork says this creates one set of numbers that matches what finance has booked.
For AI governance, the company says its AI, Dot, and the assistants employees already use can operate with the same governed context. Answers are tied to their source, while actions remain within each person's permissions.
“Every company runs on an operating model, but almost none can see theirs,” said Steve Elliott, founder and CEO of Dotwork. He added that the Enterprise Operating Model gives leaders and AI “the same live picture of the business, so the enterprise can be steered, not just reported on.”
Reference models aim to speed deployment
Customers do not start with an empty model. Dotwork said the Enterprise Operating Model includes reference models covering strategy, capabilities, work, rules and cost, along with industry editions for banking, insurance, healthcare and construction.
Organizations can begin with a reference model and adapt it to their own structure, terminology and approval paths. The model maps to frameworks including TBM, FinOps and FOCUS, AI-Native SAFe, TOGAF, OKRs and emerging AI regulation.
The launch follows Dotwork's acquisition of Arcario Group in October 2026. According to Dotwork, the acquisition added forward-deployed expertise in enterprise operating models. Its forward-deployed teams start with a high-value problem, such as a portfolio review, cost allocation or AI governance gap, and build it on the shared model.
Dotwork said the platform is deployed in the Fortune 50 and in government, and is SOC 2 Type II and ISO/IEC 27001:2022 certified. The approach could give those organizations a way to connect planning, spending, delivery and AI oversight without replacing the systems already used for each function, based on the company's description.
