Filevine (LOIS) records 1,132,201 monthly visits with +16.2% month-over-month growth and Contact for Pricing pricing. Scale records 616,915 monthly visits with +12.5% growth and Contact for Pricing pricing.
Legal AI and case management that runs across every matter in your firm.
The data, evaluations and systems behind AI that has to be right.
| Dimension / Metric | ||
|---|---|---|
| Official Domain | filevine.com | scale.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 1.13M (1,132,201) | 616.92K (616,915) |
| MoM Traffic Delta | +158.07K (+16.2%) | +68.69K (+12.5%) |
| Primary Market & Share | 🇺🇸 United States (88.9%) | 🇺🇸 United States (44.2%) |
| Direct Visits / mo | 201.42K | 191.41K |
| User Rating | 4.3 | 4.7 |
| Supported Platforms | Website | Website |
Legal AI and case management that runs across every matter in your firm.
LOIS Console runs AI agents across all matters in a firm, not just a single task for a single user, scaling the whole team.
A data foundation built from tens of millions of matters lets AI read across a caseload and show what it did not find as well as what it did.
Agents act on matters — setting tasks, moving deadlines, generating documents — with every action traceable back to source.
Document assembly, intake, matter management, billing and payments, eSignatures, analytics, and court timeline tracking in one system.
The data, evaluations and systems behind AI that has to be right.
Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
SpecialistDelivers authoritative reference content and legal research at scale, though with more traditional enterprise workflows.
SpecialistDelivers authoritative reference content and legal research at scale, though with more traditional enterprise workflows.
Offers powerful enterprise-grade legal AI workspaces and regulatory research, but lacks built-in practice management workflows.
Offers powerful enterprise-grade legal AI workspaces and regulatory research, but lacks built-in practice management workflows.
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.
Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.
Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.
Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.
Provides instant legal research and document drafting, but lacks comprehensive firm-wide case management features.
Provides instant legal research and document drafting, but lacks comprehensive firm-wide case management features.
SpecialistProvides deeper multi-jurisdictional legal intelligence and litigation research databases, but lacks comprehensive case management tools.
SpecialistProvides deeper multi-jurisdictional legal intelligence and litigation research databases, but lacks comprehensive case management tools.
Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.
Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.
SpecialistBuild, simulate, evaluate and monitor self-improving AI agents
SpecialistBuild, simulate, evaluate and monitor self-improving AI agents
