Statecraft Acquires Daybreak for Federal AI Workflows

Statecraft has acquired Daybreak LLC, bringing together two firms focused on AI applications for federal agencies. The transaction is intended to speed the deployment of targeted, auditable AI workflows in federal environments and reduce reliance on labor-intensive services. Statecraft says its pilots have produced up to 90% time savings and 80% cost savings. Daybreak CEO and Co-Founder Manik Rath and his leadership team will remain involved during the customer transition.

A Focus on Defined Agency Work

Statecraft’s Workforce platform deploys teams of AI workers, which the company calls “Inorganics,” to build tools around individual agency missions. Its workflows are designed around agency rules, documents, systems, approval chains, and oversight requirements.

The company says its synthetic teams can write deterministic software, review documents, validate information, check requirements, prepare forms, route approvals, assemble records, and produce reports. Government employees remain involved in shaping and refining the workflows.

Alex Cohen, Co-Founder and CEO at Statecraft, said:

“We want to kill the billable hour. Agencies should not have to keep buying more labor to move the same documents through the same processes. Daybreak's experience deploying AI in live federal environments will help us move agencies faster from expensive contractor hours to accountable outputs.”

Daybreak’s Federal Experience

Daybreak has built custom AI applications in government settings where security, accuracy, and reliability are central requirements. The McLean, Virginia-based firm supports federal agencies across national security, public safety, and environmental missions, with work spanning geospatial analytics, custom analytical software, and agentic AI applications.

Statecraft expects Daybreak’s operating experience to help agencies progress from pilot projects to working systems. The acquisition aligns with Statecraft’s aim of replacing services work and extensive application development performed by contractor teams billing by the hour.

Manik Rath, CEO at Daybreak, said:

“We built Daybreak to make AI work for government the right way, enabling deeper insights and faster results. Statecraft shares that standard, and joining gives this work a bigger platform and continuity for the agencies we serve.”

Building Accountable Outputs

Statecraft positions its model as an alternative to government dependence on consulting, with software and AI teams designed to deliver defined outcomes rather than billable headcount. Its workflows retain required human review and record the rules, actions, and approvals behind each output.

For Statecraft, the addition of Daybreak adds applied AI and data analytics experience to a platform designed to help federal agencies run the systems their missions require.