- Detailed customer success stories with metrics
- The vendor references case studies on a learning site, including examples such as a consulting firm using the product for a feasibility process. The public snippets are limited; full case study details (including methodology and metrics) were not accessible in the materials reviewed.
- Critical evaluation (vendor-published vs independently verified)
- ROI and efficiency metrics presented by the vendor should be treated as vendor-published unless supported by named customers, clearly defined baselines, measurement methodology, and specified time windows. Buyers should request before/after workflow timing, error/rework rate data, and examiner outcomes where applicable.
- Challenges faced during adoption and how they were resolved
- Not publicly detailed in accessible case study abstracts. Procurement discussions should probe onboarding challenges, model governance steps taken, and any remediation performed during pilot phases.