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Research

Research on how work is changing.

Evidence, analysis, and findings about AI workforces, government contracting, funding, and the systems changing how organizations execute.

Publications

Research and analysis from Compound Leverage.

DateCategoryPublication

Sep 10, 2026AI WorkforceAI Is About Labor ReallocationWhy AI changes how organizations allocate work between Human Teams and AI Teams, and why capacity is the economic outcome.Sep 10, 2026AI WorkforceAI Capture Platforms vs. AI Capture Teams: Software, Agents, and Workforce CapacityWhat leading GovCon platforms automate, where human control remains, and why execution capacity is becoming a more useful comparison than feature count.Sep 10, 2026AI Tools & PlatformsGovDash Review: AI Agents, Capture, Proposals, and CapacityAn evidence-led review of GovDash capabilities, customer outcomes, human oversight, and operating fit.Sep 10, 2026AI Tools & PlatformsProcurement Sciences / Awarded AI Review: Capture, Proposals, and ScaleAn evidence-led review of Awarded AI, HigherGov, customer outcomes, independent feedback, and operating fit.Sep 10, 2026AI Tools & PlatformsGovSignals Review: AI Agents, Capture, Proposals, and Post-AwardA review of GovSignals agent rosters, lifecycle coverage, published customer outcomes, human control, and operating model.Sep 10, 2026AI Tools & PlatformsCLEATUS Review: GovCon Discovery, Proposals, Agents, and Workflow AutomationA review of CLEATUS discovery, proposal, pipeline, agentic workflows, customer feedback, and limitations.Sep 10, 2026AI Tools & PlatformsSweetspot Review: Capture, Market Intelligence, Proposals, and Agentic MonitoringA review of Sweetspot capture, market intelligence, proposal development, monitoring, published outcomes, and operating fit.