EvenUp Launches PLAAS on May 13, Offering Full Pre-Litigation Lifecycle
On May 13, 2026, EvenUp formally introduced Pre-Litigation-as-a-Service (PLAAS), a subscription product that bundles U.S.-based case management staff with purpose-built AI to cover every pre-litigation function: claim setup, care coordination, records and bills retrieval, demand preparation to firm-specific standards, settlement negotiation with carriers, and optional lien resolution. Before the PLAAS launch, 30% of the top 100 PI firms were already EvenUp clients, and the platform was processing more than 10,000 cases per week across $14 billion in represented damages.
The financial backing behind PLAAS reflects serious institutional conviction. EvenUp closed a $150 million Series E in October 2025, pushing total capital raised to $385 million and establishing a $2 billion valuation. Glen Lerner, founding partner of Lerner and Rowe, is a named early adopter. As of the launch date, the company had already sold more than $10 million in PLAAS subscriptions.
For firm administrators evaluating operational headcount, the core PLAAS value proposition is straightforward: the service is designed to replace three to five full-time equivalent positions per firm across intake coordination, records chasing, demand drafting, and carrier negotiation. That is not a vendor marketing claim to take at face value; it is a structural question every PI firm managing more than 200 active pre-litigation files must answer before the next budget cycle.
PLAAS moves EvenUp from a software vendor into a direct competitor of outsourced paralegal and lien-management service providers, and every firm's existing vendor relationships should be benchmarked against PLAAS unit-economics before the next contract renewal.
Performance Metrics That Justify Scrutiny
EvenUp's published early metrics for PLAAS are specific enough to serve as due-diligence benchmarks. Records are requested 66 days faster than firm-managed baselines. Demand packages are delivered 47 days faster. Desk time attributed to pre-litigation administration is reduced by up to three months per case. The platform reports 95% of available third-party policy limits recovered across its case population. Carrying-cost savings are estimated at approximately $1,000 per case.
A firm running 500 pre-litigation files annually at a $1,000-per-case carrying-cost advantage would be looking at $500,000 in annual operational savings, a number material enough to justify a full pilot rather than a brochure read. The 47-day demand acceleration, if replicated at the firm level, also compresses the settlement cycle, which affects cash-flow timing and the cost of financing client medical expenses during case pendency.
What remains unresolved is how PLAAS performs across case mix. Early adopter data from a Glen Lerner-scale firm is not a representative sample for a 10-attorney regional practice. Firms should request stratified performance data by case type, including auto, slip-and-fall, and premises liability, and by policy-limit tier before committing to a multi-year subscription.
Any firm evaluating PLAAS should demand performance data segmented by case type and policy-limit band, because aggregate metrics from a top-100 firm tell a different operational story than outcomes at a 500-file regional practice.
The 2026 Software Stack: Filevine, Litify, Tavrn, and Eve
PLAAS does not operate in isolation. The 2026 case management software environment is moving toward integrated AI workflows across the full pre-litigation chain, and several platforms are competing for the same functional territory EvenUp is now targeting at the services level.
Filevine's AI Legal Assistant, marketed as the ability to chat with your case, has driven monthly search volume for the platform from approximately 14,800 to 27,100 queries, a signal of accelerating adoption. Litify, built on the Salesforce architecture, has embedded AI assistants for case analytics and document generation. Tavrn connects intake, medical record retrieval, chronology generation, and demand letter production in a single workflow with native integrations into Filevine, Litify, and Clio. Eve (eve.legal), which raised a $103 million Series B at a $1 billion valuation in September 2025, reports 450-plus plaintiff-firm clients, processes more than 200,000 cases annually, has recovered more than $3.5 billion for plaintiffs, and added 350 new firms in the eight months following its Series A.
The operational question for case managers is not which platform wins the feature comparison but whether a firm's chosen software stack eliminates the manual handoffs that PLAAS proposes to handle with humans plus AI. A firm that fully deploys Tavrn or Eve inside Filevine may find that the marginal value of PLAAS staffing diminishes. A firm still coordinating records requests by phone and email has a considerably more compelling PLAAS case.
Firms that have not mapped their pre-litigation workflow against their current software's actual utilization rate are paying for features they do not use while potentially overpaying for outsourced labor to fill those same gaps.
Medical Provider Opportunity: Lien Demand Is Concentrated in Specific Specialties
The same verdict environment pressuring firms to accelerate demand timelines is also signaling where new lien-based medical partnerships are forming. The $1.75 million Riverside County sepsis settlement against an urgent care chain is generating referral-pipeline interest in infectious disease and hospitalist specialists willing to work on lien. The $110 million Sacramento assisted-living verdict is driving plaintiff-firm demand for geriatric medicine and neurology consultants who can provide both treatment and testimony support on a lien basis.
In Southern California's San Diego, Orange, and Riverside county markets, where auto and premises liability filing volume per capita ranks among the highest in the state, orthopedic surgery centers, pain management clinics, and MRI facilities working on lien are actively sought by firms running AI-accelerated demand pipelines. Plaintiff counsel conducting specialty-and-county searches are using directory platforms to identify providers before referral decisions are made. Medical practices evaluating whether to accept PI liens should know that listing on lawyerstrend.com/directory/list-your-practice puts the practice directly in front of those attorney searches, in those specialties, before referral relationships consolidate around PLAAS-preferred provider networks or other closed-market arrangements.
The PLAAS optional lien resolution module is directly relevant to this calculus. If EvenUp adopts a preferred-provider model for that component, providers outside those relationships may find themselves routed around by the same firms they currently serve. Early directory presence establishes visibility before those network decisions are finalized.
Medical providers in orthopedics, pain management, neurology, and diagnostic imaging who are not listed in plaintiff-bar directories are already invisible to the AI-accelerated intake workflows that assign lien referrals at the case-setup stage.
California Ballot Initiative 25-0022 and the Fee-Compression Risk
Operational planning for California-based firms and their lien-accepting provider partners cannot ignore Ballot Initiative 25-0022, the Uber-backed measure that has already drawn approximately $12 million in campaign funding. The measure is expected to reach the November 2026 ballot. If enacted, it would cap PI attorney contingency fees at 25% in all California motor vehicle cases and would cap medical cost reimbursement at Medicare and Medi-Cal rates.
The combined effect on lien-directory economics is structural. A 25% fee cap compresses the gross recovery pool available to fund both firm overhead and lien payoffs. Medicare-rate reimbursement caps eliminate the pricing premium that makes lien-based medicine financially viable for providers in California, the largest single lien-directory market in the country. Providers who have built their revenue model around lien reimbursement at negotiated rates above Medicare would face an existential restructuring if the initiative passes.
For firms, the operational calculus shifts as well. PLAAS and competing AI platforms justify their subscription costs in part through the carrying-cost savings and demand acceleration metrics discussed above. If gross recoveries compress by 10 to 15 percentage points on the fee side while lien balances are simultaneously capped at government rates, the net-revenue model for outsourced pre-litigation services needs to be rerun against California-specific economics rather than national averages.
Any California PI firm or lien-accepting provider that has not modeled revenue projections under a 25% fee cap and Medicare-rate lien ceiling is operating without a stress-tested financial plan for Q4 2026 and beyond.
The Five KPIs That Determine Whether a Firm Can Evaluate Any of This Accurately
The metrics that defined operational efficiency in prior years, primarily case count and settlement dollar volume, are insufficient for a firm environment where AI platforms compete on identical measurement claims. Per current industry analysis, the five KPIs that matter for 2026 benchmarking are: intake-to-sign conversion rate, pre-litigation case-cycle time measured in days from retention to demand delivery, cost-per-acquisition across all marketing channels, lien negotiation success rate measured against opening lien balance, and demand-to-settlement velocity.
Each of those metrics is directly addressable and directly claimed by PLAAS, Eve, Tavrn, and the integrated Filevine and Litify AI stacks. A firm that cannot report its current baseline on all five has no foundation for evaluating whether any of these platforms will move the needle or simply duplicate work already being done at lower cost internally.
Gain Servicing, the Atlanta-based AI SaaS platform, is actively recruiting Medical Lien Specialists in 2026 to support pharmacy lien management, lien purchasing, medical funding, and plaintiff cash advances across the full lien lifecycle from referral intake to settlement payment and lien release. That specific hiring signal tells firms and providers alike that the human component of lien management has not been fully automated, regardless of vendor marketing suggesting otherwise.
As of May 15, 2026, no public data shows how PLAAS lien-resolution performance splits between cases where plaintiff firms retained lien work internally versus cases routed through EvenUp's optional module, that distribution is the number every lien-accepting provider in the platform's orbit needs before deciding whether to negotiate direct access to PLAAS-referred case files.