No. 03 · The observatory
Courts and justice case management
Federal courts run a 30-year-old system under active cyber-attack pressure.
- Status
- Open
- Rank
- 11 of 35 in the atlas
- Scored
- 2026-10-05
- Report
- Back to the study
- Rank
- 11 of 35, published score 60.5
- Scoring date
- 2026-10-05, reported 2026-10-09
- Buyable
- $1.0B buyable midpoint, $0.7B to $1.6B recorded legacy spend
- Factors
- size 3, pain 3.8, AI fit 4, lock-in 3.7, crowding 2
- Coverage
- none recorded; AI-native challenger recorded
Courts and justice case management
Ranked 13 of 35 at 60.5 out of 100.
Case management, e-filing and workflow platforms for courts and justice agencies.
What the evidence says
The checked evidence corroborates bounded court-system pain. A 2011 audit documents planning and adoption failures on California’s statewide project. A 2026 article describes continuing security risk in the 30-year-old federal CM/ECF. Judges framed accelerated replacement as the response.
Providers
The card checked three incumbents: Tyler, Journal Technologies and equivant. Tyler’s release announces a 22nd statewide implementation at Kentucky’s signing. Journal’s filing reports products licensed in about 37 states. Equivant reports 350-plus agency customers over four decades. Denominators mix ordinals, states and portfolio installs. No ranking is supported.
Learned Hand is the recorded challenger. Its adoption evidence is acquirer-authored, naming Los Angeles County. Its AI-native label rests on that material.
Sources:
- Clio acquires Learned Hand
- Learned Hand
- Tyler Technologies to Enhance Court Case Accessibility and Efficiency for the Commonwealth of Kentucky
- Daily Journal Corporation Form 10-K, fiscal year ended 2025-09-30
- About equivant Court: Improve communication in justice agencies
The pain
California’s largest courts threatened non-adoption of CCMS. Interim-system courts reported performance issues and defect-process problems.
Federal CM/ECF exposes over a billion public court records. Judges described acute and persistent risk from cyber-criminal pressure.
Sources:
- California State Auditor - Report 2010-102 Summary - February 2011
- Judges Outline Accelerated Modernization of Case Management System
- Daily Journal Corporation Form 10-K, fiscal year ended 2025-09-30
- Tyler Technologies to Enhance Court Case Accessibility and Efficiency for the Commonwealth of Kentucky
Events
California’s audit was published in February 2011. It does not evidence the later 2012 cancellation, which sits outside the source.
The federal CM/ECF article ran in March 2026. It announces accelerated ongoing work, not a completed replacement.
Sources:
- California State Auditor - Report 2010-102 Summary - February 2011
- Judges Outline Accelerated Modernization of Case Management System
Limits
The California audit predates the project’s cancellation. The survey evidence is mixed: 18 of 51 courts said systems met all needs. The pain documented is governance failure, not universal system failure.
Sources:
- Tyler Technologies to Enhance Court Case Accessibility and Efficiency for the Commonwealth of Kentucky
- Daily Journal Corporation Form 10-K, fiscal year ended 2025-09-30
- About equivant Court: Improve communication in justice agencies
- Clio acquires Learned Hand
- Learned Hand
- California State Auditor - Report 2010-102 Summary - February 2011
- Judges Outline Accelerated Modernization of Case Management System
In their words
system performance issues
Source: California State Auditor institutional narrator, 2011-02
problems with the process for fixing defects
Source: California State Auditor institutional narrator, 2011-02
acute and persistent risk
Source: Recorded quote, 2026-03-10
Relevant workflows
6 recorded openings. A missing mapped round is a coverage gap, not an empty field.
| Workflow | Index | Labour | AI use | Core | Mapped |
|---|---|---|---|---|---|
| Judicial research, bench memos and order drafting courts-justice:courts-justice:judicial-research-drafting | 266 | $2.1B | 54% | non-core | 0 |
| Calendaring, hearing notices, reminders and public inquiries courts-justice:courts-justice:calendaring-notices | 177 | $2.4B | 0% | non-core | 0 |
| Courtroom record, minutes and transcription courts-justice:courts-justice:courtroom-record | 162 | $2.0B | 14% | non-core | 1 |
| Evidence and discovery review for criminal cases courts-justice:courts-justice:evidence-discovery-review | 113 | $8.2B | 0% | non-core | 1 |
| Fines, fees and payment-plan collections courts-justice:courts-justice:fines-fees-collections | -283 | $4.8B | 32% | touches core | 0 |
| Filing intake, review and docketing courts-justice:courts-justice:intake-docketing | -424 | $6.0B | 14% | touches core | 1 |
Recorded providers
Provider claims carry their recorded kind and citations. Undisclosed figures stay undisclosed.
| Provider | Products | Parent | Claims |
|---|---|---|---|
| Tyler Technologies | Enterprise Justice, eFiling, Court Analytics, online payments | unknown | cl-cj-tyler-rel (inference) source cl-cj-m-tyler-ej22 (observation) source cl-cj-m-tyler-trial17 (observation) source cl-cj-m-tyler-installs (observation) source |
| Journal Technologies | eCourt, eProsecutor, eDefender, eSupervision, eFile-it, ePay-it | 2025-09-30 | cl-cj-journal-own (reported) source cl-cj-m-journal-states (observation) source cl-cj-m-journal-au (observation) source |
| equivant Court | JWorks, CourtView, ShowCase, myCaseLoad | unknown | cl-cj-equivant-rel (inference) source cl-cj-equivant-inc (inference) source cl-cj-equivant-own (reported) source |
Recorded inputs
Raw scored inputs exactly as frozen. Values and units keep their recorded definitions.
| Factor | Input | Value | Count | Score |
|---|---|---|---|---|
| pain | keep_alive_share | 0.7222222222222222 | 18 | 5 |
| pain | backend_failure_share | unavailable | 17 | unavailable |
| pain | app_rating_inverted | 3.0512066666666664 | 15 | 4 |
| pain | failed_rate | 0.5 | 10 | 3 |
| pain | s3_grade | weak | 1 | 3 |
| pain | mean | 3.75 | unavailable | 3.8 |
| lockin | award_duration_months | 72 | 15 | 5 |
| lockin | noncompetitive_share | unavailable | 8 | unavailable |
| lockin | replacement_duration_months | 102 | 5 | 5 |
| lockin | regulator_approval | 1 | 1 | |
| lockin | mean | 3.6666666666666665 | unavailable | 3.7 |
| crowding | ai_native_traction | 2 | 2 | 2 |
| crowding | funding_per_billion | 5989162.235167385 | 3 | 1 |
| crowding | yc_2024_plus | 6 | 6 | 3 |
| crowding | mean | 2 | unavailable | 2 |
| size | users_midpoint | 165.5 | unavailable | unavailable |
| size | buyers_mid | 118.5 | unavailable | unavailable |
| size | midpoint | 1043551627.8555652 | unavailable | unavailable |
| ai_fit | mean | 3.56375 | 12 | 4 |
| ai_fit | unanswered | unavailable | 0 | unavailable |
Recorded sources
54 recorded citations. Each link lands on the sources catalogue.
Back to the 35-category table or the explorer.