
With more than 20 years in litigation support, I have seen many technologies that demonstrate well but ultimately add complexity to the litigation workflow. My impression of aiR was different. The platform's customization capabilities, integration strategy, responsive support, and practical approach to AI stood out to me.
The hands-on workshops were especially valuable because they provided an opportunity to evaluate the platform under actual use rather than simply watching a presentation. The test environment performed well with multiple users, and I did not observe noticeable performance degradation during my experience. Just as importantly, many of the capabilities presented appear capable of bringing commonly used case functions into a more centralized environment.
I was also encouraged by the emphasis on user feedback and cross-platform integration. In my view, that is where the long-term value lies. If the demonstrated performance and functionality translate effectively into a production environment, aiR could be a worthwhile investment, with the potential to improve efficiency, simplify workflows, and provide a measurable return on technology spend. Review collected by and hosted on G2.com.
One of my pet peeves is seeing long-standing customers, particularly mid-size law firms, receive less attention simply because the relationship is established. Customer loyalty should strengthen the partnership over time, not gradually turn the customer into another account number.
I believe there is considerable value in maintaining a deliberate focus on the mid-size law firm market. We tend to operate very close to the matters we support, working directly with attorneys, case teams, clients, vendors, and the technology itself. That provides a practical perspective on how these tools perform in real litigation environments and where the gaps actually exist.
Consistency in the teams supporting those relationships is equally important. Too much “musical chairs” among account, support, or case teams can disrupt relationships and force customers to repeatedly rebuild institutional knowledge. Personnel changes are sometimes necessary, but when they become frequent, they can also create the perception that a company is changing direction rather than strengthening what has made the relationship successful. In my experience, that can be an early indicator of customer dissatisfaction and, ultimately, potential loss of market share.
That perspective should not be underestimated. Mid-size firms can provide meaningful insight into workflow, usability, integration, and the everyday challenges surrounding litigation technology that an end client may not necessarily see or communicate. Management would be well served to view these firms not simply as customers, but as long-term strategic partners and an important source of intelligence for improving the product, maintaining customer loyalty, and staying relevant in the market. Review collected by and hosted on G2.com.


