Run AI as a Team Sport, Not in Single-Player Mode
Dotwork is the Continuous Steering Platform — one connected operating model that links strategy, capital, execution, agents, and outcomes for federal agencies, state and local governments, defense organizations, and large commercial enterprises. It is the platform for Multiplayer AI: an architecture where every part of the organization runs AI in connection rather than isolation, so the work done in one function makes every other function smarter.
Most enterprises today are not failing at AI because they lack ambition or investment. They are failing because every function deploys AI in isolation — each with its own dashboard, its own context, its own quarterly review, and its own slide deck. The result is what MIT recently called the GenAI Divide: 95 percent of enterprise AI delivers no measurable P&L impact because current systems forget context, do not learn together, and cannot evolve as one operating model. Dotwork was built to close that gap.
The platform ships six pre-built operating-model pillars on a unified ontology, each individually fundable by a different leader and budget, and each stronger when connected to the others. Ambient Portfolio Operations is the modern reimagining of Strategic Portfolio Management for the CTPO and portfolio leaders. Ambient Strategy Operations turns strategy from a static planning artifact into a live operating constraint for the CEO and CSO.
Ambient IT Operations connects technology investment to outcomes for the CIO and CFO. Ambient Cloud Operations brings cloud and AI infrastructure spend into business context for FinOps leaders. Ambient AI Operations governs AI agents and initiatives as portfolio bets for the CAIO. Industry Vertical Operations applies the operating graph to industry-specific workflows and decisions. One door gets a customer in; the graph is what expands.
Dotwork connects to the systems agencies and enterprises already use — Jira, ServiceNow, Azure DevOps, GitHub, financial systems, cloud billing platforms, BI tools, agent platforms, and MLOps tooling — without rip-and-replace. AI continuously maintains the operating model in the background, eliminating the 40 to 60 percent of operator time that goes to reconciling data, maintaining rollups, and rebuilding portfolio views. The result is a live operating picture leaders can steer from, rather than a static one assembled four times a year.
For public sector customers, this provides defensible visibility into how technology investment connects to mission outcomes — essential for capital efficiency reporting, AI governance and accountability, modernization tracking, and oversight inquiries. For commercial enterprises, it means continuous portfolio steering and a credible board-level answer to whether AI investment is producing returns.
Dotwork is built by the team that created the first generation of strategy-to-execution governance as AgileCraft, scaled it to nearly half the Fortune 500 as Jira Align under Atlassian, and rebuilt the category from scratch for the AI era. The platform is live at Fortune 50 enterprises, has been selected over ServiceNow and other major competitors in head-to-head evaluations, and deploys in weeks. Enterprise security is built in, including SOC 2 certification, AES-256-GCM encryption at rest, TLS 1.2+ in transit, SSO, SAML, RBAC, comprehensive audit logs, and VPC deployment options for organizations with data sovereignty or strict compliance requirements.