Dotwork buys Arcario Group to put its AI operating platform into practice

What the deal covers

Dotwork announced the acquisition on October 27, 2026. Arcario Group becomes the foundation of Dotwork's services and forward-deployed engineering organization. According to the companies, existing client engagements continue with their current teams.

Konstantin Popov, founder and CEO of Arcario Group, joins Dotwork as Head of Transformation Services. Arcario's leadership previously built an enterprise operating-model practice that was acquired by Cprime, where it scaled to support major enterprise transformations, according to the announcement.

The problem Dotwork wants to address

Dotwork argues that AI is accelerating execution, but most enterprises still manage strategy, funding and work across disconnected systems. In its words, leaders struggle to see what investments actually cost, whether they produce results and where resources should move next.

The company describes its product as an enterprise steering layer. Its graph-based Enterprise Operating Model connects existing systems rather than replacing them, linking strategy, capital, business capabilities, work, decisions and outcomes. Dotwork says that, unlike tools centered on projects or workflows, it focuses on the decisions that drive performance. It connects plans to actual spending, preserves decision context and gives leaders and AI agents a shared understanding of the enterprise.

Steve Elliott, founder and CEO of Dotwork, framed the idea this way: "The enterprise software industry has spent decades helping companies manage work, automate processes and analyze data. But who's helping the CEO, COO, CFO and CIO actually steer the business?"

What Arcario adds: Design, Activate, Steer

Arcario contributes its Connected Enterprise approach, which aligns people, processes, data and technology. It also brings forward-deployed enterprise value architects who work alongside customers to solve targeted problems and measure results.

Together, the companies say they help enterprises in three steps:

• Design: identify gaps between strategic priorities, investments, business capabilities and execution.
• Activate: connect existing financial and operational systems, then deploy targeted workflows and AI capabilities without replacing core technology.
• Steer: track decisions, actual costs and outcomes, then adapt investments and execution as priorities change.

Popov said that connecting enterprise strategy to what teams actually do "has always been the hard part". He added that with Dotwork, Arcario can "move beyond recommendations to connect decisions, investments and execution".

What it means for enterprise customers

According to the announcement, customers do not need to commit to lengthy transformation programs or bespoke platforms. The combined teams can start with a high-value business problem, establish a reusable operating model and expand as results are demonstrated. Lessons from deployments will also inform repeatable Dotwork platform capabilities.

For Dotwork, the deal adds a hands-on services arm to a software platform. Elliott is the former founder and CEO of AgileCraft, which was acquired by Atlassian, and Dotwork is headquartered in Georgetown, Texas. The announcement does not give pricing, customer numbers or performance figures, so the practical impact will depend on the results the combined company can show.