Georgetown, Texas, October 27, 2023 /PRNewswire/ — Dotwork, an AI-native enterprise operations platform, today announced the acquisition of Arcario Group, a firm specializing in enterprise operating models and transformation consulting. The transaction was completed on October 23, and financial terms were not disclosed.
Dotwork stated that AI is accelerating execution, but most companies still manage strategy, funding, and work across fragmented systems. This makes it difficult for management to see the true cost of an investment, whether it’s delivering results, and how resources should be reallocated next.
Dotwork says the company is building an enterprise "command layer" for the AI era. Its graph-based enterprise operating model connects existing systems rather than replacing them, linking strategy, capital, business capabilities, work, decisions, and outcomes. Unlike tools centered on projects or workflows, Dotwork focuses on the decisions that drive performance, connecting plans with actual spending, preserving decision context, and enabling both management and AI agents to develop a shared understanding of the enterprise.


Arcario brings the specialized capabilities needed to activate this model. The company’s Connected Enterprise approach aligns people, processes, data, and technology, while its on-site Enterprise Value Architects collaborate side by side with clients to address specific challenges and measure outcomes.
Both parties stated that the merger will help companies:
- Design: Identify gaps between strategic priorities, investments, business capabilities, and execution.
- Activate: Integrate with existing financial and operational systems and deploy targeted workflows and AI capabilities without replacing core technology.
- Guide: Track decisions, actual costs, and outcomes, and adjust investments and execution as priorities change.
Steve Elliott, founder and CEO of Dotwork, said: “For decades, enterprise software has helped companies manage work, automate processes, and analyze data. But who has been helping CEOs, COOs, CFOs, and CIOs truly guide their businesses forward? AI has made it more critical than ever to decide where to invest and how to measure results. We built Dotwork around these decisions—not another set of workflows or dashboards. Arcario brings the expertise needed to make this operational model a reality.”
Dotwork says that instead of requiring companies to undertake lengthy transformation projects or build custom platforms, the merged team should first tackle a high-value business problem, establish a reusable operational model, and then gradually expand once results are demonstrated. The insights gained from these deployments will also feed back into strengthening Dotwork’s reusable capabilities.
Konstantin Popov, Founder and CEO of Arcario Group, said: “Connecting corporate strategy with the actual work of the team has always been the most challenging part. With Dotwork, we can go beyond recommendations themselves, linking decisions, investments, and execution, and show clients the value they are creating.”
Dotwork stated that Arcario’s management previously built and scaled an enterprise operations model at Cprime to support large-scale corporate transformations. Arcario will form the foundation of Dotwork’s services and pre-deployment engineering organization. Existing client engagements will continue to be managed by the current team. Konstantin will join Dotwork as Head of Transformation Services.
For more information, visit dotwork.com/post/welcome-arcario.
About Dotwork
Dotwork is an AI-native enterprise operations platform that connects strategy, capital, work, and outcomes through a dynamic, graph-based enterprise operating model. Founded by Steve Elliott, formerly the founder and CEO of AgileCraft, which was later acquired by Atlassian, Dotwork is headquartered in Georgetown, Texas. For more information, visit dotwork.com.
About Arcario Group
Arcario Group helps businesses build a Connected Enterprise by aligning people, processes, data, and technology to enhance execution and business outcomes. Learn more at arcariogroup.com.

