Groundwork noted that consultancies are shipping adoption fabrics and readiness programs, with advice underscoring the importance of communication and training.

Groundwork engineers bespoke AI systems, agents, custom RAG architecture, and enterprise-ready automation, built around organizational intent, not just task completion. Most AI deployments optimize the wrong thing: what's easy to measure, not what your organization is actually trying to accomplish. We built our approach to fix that, across three practice areas. Bespoke AI Development & Strategy: purpose-built agents, custom RAG architecture, and regulated deployments that become a genuine competitive moat. Enterprise-Ready Agentic Products: a portfolio of 40+ production-tested agents and automation engines, including Morgan, our Enterprise Second Brain, a governed knowledge system built on an organization's own people, documents, and decisions. Training & Practice Environments: our engineers build real automations alongside your team, using your own data and workflows, not a slide deck. Every deliverable is held to a standard, not a promise: under 2% of client work draws a factual correction request, and 100% of quantified claims trace back to a verifiable source. We've built production systems, not pilots, for organizations including SHRM, TransPerfect, and 911 Restoration. We work with enterprise operators, agency principals, fractional CxOs, and private equity firms ready to move from AI curiosity to AI capability. We lay the groundwork for AI-powered growth.