Prepared for
Vertical SaaS
Hero Finding
The platform earns 100% top-2 satisfaction and a 56 NPS, while three internal vulnerabilities and one external window define the value-creation agenda.
The platform leads every comparison set on satisfaction and NPS, but its own promoters and passives name the same three weaknesses, system performance under heavy workloads, native analytics depth, and mobile platform limits. Meanwhile, AI and workflow automation has emerged as the next selection criterion industry-wide, with 65% of buyers rating an AI roadmap as important and 17% flagging AI gaps as their single most important unmet need.
56
Platform NPS · ahead of every commercial competitor with n>1
100%
Top-2 box satisfaction among current platform users
65%
Buyers rating vendor AI roadmap as important in selection
80%
Offices using current approach for 3+ years
Study Design
N=48 decision-makers and power users · 12-section guide · prosecutor core plus three adjacent segments.
The sample was structured around the core felony prosecutor buyer, with deliberate adjacent-segment representation in public defenders, courts, and law enforcement to test market expansion thesis. 75% of respondents held significant purchasing influence, with 27% serving as primary decision-makers and 48% on decision-making committees.
Sample segmentation
Prosecutors · 25
Law Enforcement · 7
Courts · 7
Defenders · 9
Interview guide · core topics
- Current case management landscape, system usage, and office workflow support
- Technology ecosystem, integration compatibility, and primary system integrations
- Decision-making process, vendor selection rationale, and switching barriers
- NPS scoring, platform strengths and weaknesses, and competitor strengths and weaknesses
- Awareness, perception, and pricing-model preferences for the platform
- Pricing, value perception, contract structure, ROI assessment, and price-increase thresholds
- Future needs, AI roadmap importance, and unmet needs in case management
- Adjacent-segment expansion: public defenders, courts, and law enforcement
Recruit criteria
- Legal, judicial, or law enforcement professionals at prosecutor, defender, court, or police organizations
- Significant involvement in technology purchasing or extensive hands-on experience with case management software
- Active users of commercial case management platforms, in-house systems, paper-based approaches, or evaluating alternatives
- 20-state national distribution with concentration in California, Texas, Illinois, Arizona, Georgia, New York, and Virginia
Key Findings
What the customer-value assessment surfaced.
Six signals shaped the sponsor's view of the moat, the vulnerability set, and the adjacent-segment expansion case.
56
Platform NPS · category lead
100%
Top-2 box satisfaction (current users)
44%
Promoters citing performance under load as weakest aspect
65%
Buyers rating AI roadmap as important
50%
Public defenders open to a purpose-built platform
80%
Offices using current approach 3+ years
01
Satisfaction lead is wide, durable, and tied to purpose-built workflow fit.
Current platform users post 100% top-2 box satisfaction and a 56 NPS, well ahead of other commercial software users (68% satisfaction), in-house system users (50%), and paper-based holdouts (50%). The lead is anchored in purpose-built workflows, vendor responsiveness, and an integration footprint that competitors achieve only in some implementations.
02
Three vulnerabilities are named by the platform's own promoters and passives.
44% of promoters cite system performance degradation under heavy workloads as the platform's weakest aspect, with 33% pointing to inadequate native analytics and 33% to mobile platform limits. 71% of passives identify integration and interoperability gaps as the primary weakness. These are the value-creation priorities most likely to convert passives to promoters and to insulate promoters from future competitive pressure.
03
Switching barriers are high enough to entrench the installed base, even where systems have known gaps.
50% of all users cite staff training burden as a switching barrier, 48% cite financial constraints, 33% data migration risk, and 33% integration dependencies. 80% of offices have used their current approach for 3+ years and only 8% conduct annual vendor reviews, meaning dissatisfaction alone will not trigger transitions without an external catalyst.
04
Selection is decided on integration, peer validation, features, and purpose-built workflow.
63% of offices run formal RFPs. The top selection drivers are integration capabilities (43%, the single highest factor), peer validation (35%), comprehensive features (35%), purpose-built workflows (35%), and cost optimization (30%). 69% cite a proven track record with similar offices as the most important selection factor, mapping directly to the platform's installed base advantage.
05
AI and workflow automation is the next selection criterion, and the window is open.
65% of offices rate a vendor's AI and automation roadmap as very or extremely important in selection. 40% want AI-powered case summaries and document analysis; 27% want automated workflow routing and task management; 42% of platform users specifically request intelligent workflow automation. 17% independently flag AI and automation gaps as their single most important unmet need.
06
Public defender offices validate the adjacent-segment expansion thesis, with a different feature stack.
At least 50% of public defender offices express openness to a purpose-built platform when offered at a reasonable cost, and 55% handle 5,001+ cases annually. Their priorities differ from the prosecutor core: 56% cite justice-system integration as the top unmet need, 44% AI-powered automation, 44% advanced evidence management, and 33% mobile and field access for jail visits.
“The lack of robust native analytics and customizable dashboards forces us to export data nightly to external BI tools or spreadsheets for grant reporting and performance metrics, and somewhat rigid configuration options make certain specialty docket workflows feel like workarounds rather than first-class features.”— Prosecutor's Office, Power User, Current Platform User
Crosstab · Satisfaction by Approach
Top-2 box satisfaction by primary case management approach.
Current platform users sit alone at 100% top-2 box satisfaction, with the gap to the next-best approach measured in tens of points. Highlighted row = the comparator that most closely approaches platform performance.
| n | Top-2 Box | Promoters | Passives | Detractors | |
|---|---|---|---|---|---|
| Current platform users | 16 | 100% | 56% | 44% | 0% |
| Other commercial software users | 12 | 68% | 17% | 33% | 50% |
| In-house or custom system users | 6 | 50% | 0% | 33% | 67% |
| Paper-based or manual users | 10 | 50% | — | — | — |
Platform NPS = 56, ahead of every commercial competitor with n>1n=44 primary case management users · 4 segmentsOther commercial software is the closest comparator, still 32 points behind on satisfaction
Voice of Customer
What prosecutors, defenders, courts, and police actually said.
Verbatim excerpts from the full interview sample, selected for range across segment, role, and platform relationship.
Prosecutor's Office · Selection Rationale
“We ultimately chose the platform because it came down to price. It was the most affordable of the case management systems we reviewed that offered the most features. It just happened to be where price and functionality met.”
— Prosecutor's Office, Regular User, Current Platform User
Prosecutor's Office · State-Level Standardization
“Our prior system in the state was failing. The platform was the most economical, and I knew a couple other counties that had switched. It turned out to be the right choice because the entire state has now converted.”
— Prosecutor's Office, Power User, Current Platform User
Public Defender · Defense Stack
“In a public defense-focused case management system, the most important features are comprehensive client and case tracking, covering intake charges, prior history, and court dates. Client communication tools such as secure messaging, portals, and mobile access for meetings with clients and witnesses are necessary.”
— Public Defender, Power User, Current Platform User
Prosecutor's Office · AI and Workflow
“AI workflows automatically routing tasks, creating reminders, generating documents and checklists based on the status of the case. It would be wonderful and save a significant amount of time, preventing missteps, mistakes, and oversights if I could hit a button that said prepare this case for trial.”
— Prosecutor's Office, Power User, Current Platform User
Court System · Integration Hub
“The most valuable improvement for information exchange is the implementation of standardized event-driven real-time API frameworks shared by all justice partners. This would replace the current model of bad file transfers, batch file transfers, manual uploads to portals, or paper email.”
— Court System, Power User, Other Commercial Software User
Law Enforcement · Switching Cost
“Training the entire department on a new system also costs time and money, pulling officers off the street for training, which often generates overtime amid budget deficits. And then there's the cost aspect; evaluating what the cost of a new system would be compared to what we're currently paying is a factor.”
— Law Enforcement, Power User, Other Commercial Software User
Counter-intuitive
The platform's most loyal users are also its most specific critics.
The customer-value assessment confirmed the headline thesis: a category-leading NPS, 100% top-2 box satisfaction, and a switching-barrier moat that protects the installed base from any near-term competitor incursion. The counter-intuitive finding is that the platform's own promoters articulate the vulnerability map with the most precision. They name performance under load, native analytics, and mobile access as the weakest aspects, and they describe AI and workflow automation as the next thing they want from the platform. The same population that drives the satisfaction lead is also the early-warning system for where commercial competitors will compete next.
Strategic Implications
Three priorities from the assessment.
The research grounded the sponsor's value-creation roadmap for the next 12 to 24 months, focused on durability of the satisfaction lead and the realism of adjacent-segment expansion.
01
Fix the three named vulnerabilities before competitors close on them.
Performance under heavy workloads, native analytics depth, and mobile platform capability are the three weaknesses cited by the platform's own promoters and passives. Each is a finite engineering investment that converts passives to promoters and removes the most credible reasons a satisfied customer would entertain a competitor.
02
Lead the AI and workflow automation roadmap before it becomes table stakes.
65% of buyers now rate vendor AI roadmap as important in selection, with specific demand for AI-powered case summaries, document analysis, and automated workflow routing. The platform has the installed base, the vertical workflow data, and the customer trust to ship credible AI capability faster than horizontal competitors. The window is open and finite.
03
Run a focused expansion play into public defender offices with a defense-tuned product.
50% of public defender offices express openness to a purpose-built platform at reasonable cost, and 55% handle 5,001+ cases annually. Their feature priorities (justice-system integration, AI automation, evidence management, mobile field access) differ enough from the prosecutor core that a defense edition or a defense-tuned configuration is a credible second product line, not a port.
Success criteria · 12 months
- Platform NPS maintained at +50 or above across the installed base
- Promoter-cited performance and analytics weaknesses reduced to under 20% citation within 18 months
- AI and automation module shipped and adopted by 25% or more of installed base within 12 months
- Public defender pilot signed and reference-able within 12 months
Risk register
| Performance degradation under heavy workloads (44% of promoters) | HIGH |
| Competitor AI roadmap closing the gap before platform ships | HIGH |
| Native analytics gap driving external BI and spreadsheet workarounds | MED |
| Mobile platform limits in field-heavy adjacent segments | MED |
| Switching-barrier inertia eroding if external catalyst emerges | LOW |