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72 AI SUCCESS STARTS WITH THE DIGITAL WORKSPACE One insight that consistently separates firms that see real value from AI from those stuck in pilots: AI success depends less on the implementation model and more on the digital workspaces supporting it. Many firms start by adding a chat- bot to existing systems. That can be useful, but it merely performs a task. Bots are, in essence, a feature. They do not make an envi- ronment AI-ready. They do not fix unclear content, weak governance, or broken processes. They simply expose them faster. What works is building the right foundation: a digital workspace that enables AI to operate respon- sibly and at scale. In contrast to bots, AI-enabled workflows are constructs that require this strong foundation. Firms that get this right are not simply deploying smarter tools; they are building environments where intelligence can be trusted, governed, and scaled. FROM TOOL TO OPERATING CAPABILITY Most lawyers are now at least somewhat familiar with AI as a tool to brainstorm arguments, draft a clause, summarize a case, or create a checklist. It produces a single output and then stops. Fewer have experience with AI-enabled workflows (agentic AI), which can: • Understand a goal • Plan a series of steps • Interact with multiple systems (DMS, matter management, calendars, task tools) • Act with some autonomy within defined guardrails If AI is a capable associate who produces what you ask for once, an AI-enabled workflow is more like a legal operations manager who understands the end-to-end process and runs it for you. The distinction is simple but powerful: AI creates legal work, and AI-enabled workflows run legal work. That shift from assistance to au- tonomy offers tremendous upside: faster execution, more consistent processes, and better use of insti- tutional knowledge. It also raises the stakes. The more autonomy you grant, the more you need a workspace that is structured and governed. When firms have a cohesive work- space and reduce context switch- ing, agents can operate across content, systems, and workflows with speed and confidence. They can present key information directly into a lawyer's workflow, eliminating the need to jump between tools. ASSISTANCE TO AUTONOMY AI-enabled workflows can do a lot for law firms when the foundation is solid. They can help stream- line intake and triage, surface institutional knowledge, automate routine and time-consuming tasks, and reduce friction across distributed teams. But without a strong digital foundation, those same capabilities can quickly lead to inconsistency, added risk, and a loss of trust. ILTA PULSE ILTA Pulse houses a treasure trove of legal technology resources, all created by people working in the legal tech trenches daily. Volun- teers collaborate through struc- tured teams to record podcasts and webinars, write blogs and ar- ticles, and coordinate educational sessions for ILTA conferences throughout the year. LEARN MORE

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