Use case
From the field, AI native workflow redesign of matter intake and triage process within Legal operations Legal function.
Get the playbookA senior Convolving delivery team partnered with the legal operations function for one sprint. Operators from our expert network – with fifty combined years inside in-house Legal Ops and matter management – reviewed the redesign at each checkpoint. Forward-deployed engineers built inside the team's existing matter management, ticketing, and collaboration stack. One flat fee, artifact out, no retainer creep.
Today requests arrive by email, Slack, and Teams with missing context. Lawyer cycles burn on clarification before any work begins.
CLOC's 2025 State of the Industry reports eighty-three percent of in-house teams expect rising demand without matching headcount, and sixty-three percent name workload and bandwidth their biggest obstacle. ACC adds that forty-one percent of CLOs sit under cost-cutting directives even as workloads climb. Gartner's October 2025 GC survey elevated AI-assisted intake and contract analytics to urgent strategic priorities, yet only twenty-six percent of CLOs cite workflow tools as an active technology initiative against sixty-two percent for contract management. Triage runs on memory, urgent matters sit behind low-stakes asks, and the function cannot see what is coming or where it sits.
Click any node to see the activities and tools behind it. Open the canvas in fullscreen for the horizontal view.
Email and Slack intake forces two to three clarification rounds per matter. Urgent work sits behind low-stakes asks while the legal team hunts for context.
Only twenty-six percent of CLOs report active workflow-tool initiatives. Risk and priority live in lawyer memory, so the eighty-three percent demand growth CLOC reports lands without triage discipline.
Forty-one percent of CLOs sit under cost-cutting directives. Without intake structure, routine asks route externally that the in-house team or a knowledge base could resolve.
Same five steps. Click any node to see what the redesign does in that step.
The redesign above ships as a step-by-step playbook. Intake form spec, triage rubric, risk-scoring model, routing rules, knowledge-base prompt library, and the rollout cadence we use on engagements.