| Managing partner and partner committee | Firm strategy, larger commitments and the firm's AI rules | Cost, client confidentiality risk, partner adoption, client expectations | At approval; earlier for firm-wide or AI tools |
| COO or executive director | The business side; reports to the managing partner or a committee (ALA) | Rollout plan, total cost with training, a case for the committee | Sponsors or runs the evaluation |
| CIO or IT director | Technology systems; reviews new products and systems (ALA) | Security, single sign-on, data retention, integrations | Security and technical review |
| Chief knowledge or innovation officer | AI, knowledge and how work product gets made | Real work product, a measured pilot, AI policy fit | Finds and champions the product |
| Practice group leader and practice area administrator | The group's strategic plan (ALA) | Effort saved on real matters, no added client risk | Champions practice tools, runs group pilots |
| Finance director | Financial, time, billing and collection systems (ALA) | Pricing model, billing effects, budget fit | When billing systems are touched |
| Privacy or security | Keeping confidential information secure (ALA privacy role) | Security documents, breach notice terms | The vendor security review |