The reading, the drafting and the chasing. Done, with citations.
Firms and in-house teams spend hours on intake calls, first-pass document review and drafting from precedents. We take that over with agents that show their sources, so a lawyer checks rather than starts from nothing.
Zingaro AI serves law firms and in-house legal teams with client intake calls, first-pass document review and extraction, drafting from the firm’s precedents, and client status updates, with every output traceable to its source.
The grind in legal, handled.
Client intake
Calls answered, matter details captured, conflicts checked, the file opened.
First-pass document review
Contracts and bundles read, clauses extracted and compared against your playbook.
Drafting from precedents
First drafts from your own templates and past matters, for a lawyer to edit.
Knowledge from your matters
Answers from your document management system, with the paragraph shown.
Client updates
Status calls and emails drafted and, where you allow, sent.
Built for the rules you work under.
- Privileged data stays inside your boundary
- Every output cites its source
- Nothing leaves the firm without a person
On your servers
Air-gapped where required.
We install on machines you own, inside your network. Where the rules demand it, the system runs with no outbound connection and updates are carried in by hand. Your team keeps the keys.
Data stays inside your network
Your private cloud
We deploy into your account.
We deploy into your own cloud account, in your region, under your access controls. The data stays in your account. We get the access you grant, and nothing more.
Data stays inside your account
Ours
Managed, fastest to start.
We run it on infrastructure we operate. The right choice when the data is allowed to leave and you want the pilot running this month.
Managed by us, on our terms
In banking, insurance and healthcare, the rules decide where the data sits. We built for that first.
How each option worksFrom one painful job to a system in production.
Models and agents handle the volume. People handle the edges. You always know which did what.
- 01
Discover.
One or two weeks with your team. The jobs listed, sized and ranked. A number on the first one.
- 02
Build the pilot.
Fixed scope, fixed fee, 4 to 6 weeks. Real output on your real data, measured against the number.
- 03
Ship it.
Into production, inside your boundary if the rules require, with evals gating every release.
- 04
Run it, or hand it over.
We operate it with people on the queue and a weekly report, or your team takes it with the runbooks.
What we bring to it.
- Documents
Document AI and intelligent processing
Invoices, claims, contracts and forms read, checked and filed into your systems, with uncertain fields flagged.
Explore - Knowledge
Knowledge systems, RAG and enterprise search
Answers from your own documents and systems, with the source shown and permissions respected.
Explore - Voice
Voice agent development
Inbound and outbound voice agents on our own platform and telephony, in your customers’ languages.
Explore - Deployment
Enterprise and sovereign AI deployment
On-premise, air-gapped, private cloud and in-country deployment with MLOps, monitoring and retraining.
Explore
Bring us the legal job you keep postponing.
Twenty minutes is enough to say whether we can take it.
A pilot starts within 5 working days of agreed scope · Nothing upfront · No seat licences