Common Infrastructure Tools Agenda

Build once.
Use everywhere.

These are the tools the legal help field keeps rebuilding alone. Any team could build each one, and every team could reuse it.

Common infrastructure tools, built once and used everywhere

A tool travels across teams and platforms because you reach it rather than rebuild it. The same reader, classifier, or connector can serve a team on a commercial assistant, a team on a self-hosted platform, and a team running its own code. We are gathering the tools worth building once for the whole field, and we want to know who is already working on each one. Working on one of these? Raise your hand on its card.

01

Reading and protecting documents

Document reader

Reads text out of a scanned or photographed document and matches it into structured fields like the issue, the jurisdiction, the parties, the dates, and the amounts.

I'm building this

PII masker

Strips personal information out of documents and conversations before any of it reaches a model.

I'm building this

Synthetic data converter

Turns real, PII-rich materials into realistic fake versions you can safely share and test against, including poor-quality images that mirror what people actually upload.

I'm building this
02

Understanding the person

Issue and scenario classifier

Maps a person's description of their problem to a legal category so a tool can route them and ground its answer.

I'm building this

Jurisdiction matcher

Turns a place into the right court and the right local rules.

I'm building this

Eligibility and audience check

Sorts who qualifies for a service and who the tool is speaking to, sometimes by asking a short set of questions.

I'm building this

Triage and routing

Sends a matter to the right service, queue, or person.

I'm building this
03

Reaching the records

Knowledge retrieval

Finds the right passage in a knowledge base and hands it to a tool to ground an answer.

I'm building this

Case management and records lookup

Pulls client, case, and court-record data from the systems an organization already runs, so a person never re-enters what a system already knows.

I'm building this
04

Filing, serving, and tracking

Document assembly and form filling

Fills official court and government forms and assembles complete filing packets from a person's answers, so they hand in the right paperwork the first time.

I'm building this

E-filing connector

Files a document into a court's electronic filing system and returns the receipt or rejection. Because most courts run on a small number of common backends, one connector can reach many jurisdictions at once.

I'm building this

Fee and payment

Surfaces the filing fee, the fee-waiver path, and the way to pay.

I'm building this

Service-of-process tracker

Checks whether a document was actually served on the other party, follows the proof of service, and flags when service has not happened.

I'm building this

Deadline calculator

Counts the real deadline for an action, handling court days versus calendar days, service-by-mail tolling, and the triggers that start the clock.

I'm building this
05

Keeping it safe

Guardrail check

Keeps a tool inside legal information and out of advice that crosses into the unauthorized practice of law.

I'm building this

Crisis and content-safety detection

Spots a domestic-violence disclosure or a safety emergency and routes it to a human and the right resources.

I'm building this

Evaluation and quality monitoring

Runs a tool against gold-standard legal questions on a schedule and watches for hallucinations and quality drops over time.

I'm building this

Security and red-team testing

Runs the standard attacks against a tool, including attempts to leak personal information or subvert its instructions, before it reaches the public.

I'm building this

Are you building one of these?

Tell us what you are working on, and we will connect you with the others building it, add it to the commons, and help the field build it once instead of many times over. If you are using one of these and would build on it, we want to hear that too.

Tell us what you're building →

Don't see your tool on the list? Tell us about it.