No generic "legal AI data." We design training datasets for real-world use: standard jurisdiction packs when you need to move fast, custom builds when you have a very specific problem, and long-term partnerships when the law is moving and your models need to keep up.
Start where you are. If you need a fast way to de-risk an experiment, we have standard datasets. If you have a very specific problem, we build bespoke. If you want your models to stay current, we maintain and extend what you already have.
Ready-made, professionally validated jurisdiction packs. Ideal if you want to move fast and get something into your pipeline without a 3-month scoping exercise.
When your problem does not fit into a template: rare jurisdictions, edge practice areas, multilingual coverage, or data aligned to your internal frameworks.
Laws change. Your models should not quietly drift out of date. We maintain, amend, and extend your datasets over time.
Product 1
Professionally validated Q&A datasets for high-demand jurisdictions and practice areas. Built from real conversations with lawyers, not just archives and statutes.
Per-question pricing, with transparent minimums:
Licensing is flexible: time-limited, perpetual, exclusive or non-exclusive depending on how much competitive edge you want.
Product 2
Custom datasets for domains, jurisdictions or workflows that do not fit into a template. We design the data with you, your lawyers, and your models in mind.
Pricing is project-based and milestone-based. You pay as we hit the agreed gates, not months in advance.
Exact numbers depend on jurisdiction, depth, and validation level. The point is simple: we commit to a clear scope, clear deliverables, and clear milestones before work begins.
Tell Us What You Need BuiltProduct 3
Laws change quietly. Models do not, unless you tell them to. We monitor the jurisdictions you care about and deliver updates, amendments, and retraining guidance so your AI does not drift.
For a fixed percentage of the initial dataset cost (typically 10–20 percent per year), we keep your data aligned with legal reality.
For customers who do not want to think about individual updates. A fixed annual fee that covers unlimited incremental changes.
We want you to know exactly what you are paying for. We would rather be very clear than “competitive but vague.”
You see the math: price per Q&A pair times number of pairs. No hidden platform fees, no vague “AI uplift” charges.
If we lower price, we do it by adjusting license duration or exclusivity, not by cutting corners on legal quality.
For custom builds, you pay when specific deliverables are accepted. Deposits, then gated releases. It aligns incentives on both sides.
Multi-dataset and multi-year partnerships come with meaningful discounts. The more we work together, the cheaper it becomes per dataset.
Lower hallucination rates are not marketing copy for us. They show up in how your product behaves with real users, real lawyers, and real regulators.
Customers see significant gains on their internal benchmarks when they shift from generic legal crawls to our attorney-built datasets. That is the difference between a demo and a product.
Because we deliberately include plausible but wrong answers, models learn to avoid entire classes of legal mistakes: fictional cases, misapplied rules, jurisdiction drift.
You get provenance, validator records, and documentation to bring to internal risk, compliance, or external regulators. It is not just “we used good data,” it is provable.
Once the foundation is in place, you can layer your own knowledge, workflows, and models on top. You are not rebuilding from scratch every time the law or your product shifts.
Yes. Many teams start with a smaller standard dataset or a scoped pilot for one jurisdiction and practice area. Once you see the impact on your models, we expand together.
That is usually the best setup. We provide the structured legal backbone; you layer in your own proprietary workflows, templates, and edge cases. We can help with schema design.
No. We stay model-agnostic on purpose. Our job is to be the best possible data layer, whether you are fine-tuning your own models or using third-party APIs.
Whether you need a standard UAE or Jordan pack, a custom build in a niche area, or ongoing updates for a production system, we can design the right data layer with you.
