Generic AI hallucinates case law and leaks matters across clients. StellaIQ builds AI research and drafting tools scoped to your own matters, your own precedent bank, and sources you trust — with every answer traceable back to the original text.
v a u l t s · s o u r c e s · c i t a t i o n s — AI your partners can sign off on.
The tools that impress in a demo fall over in a matter file: no client separation, no source control, no way to check an answer without redoing the research yourself.
No matter separation — general chat tools mix everything into one context, with no clean wall between Client A's file and Client B's.
Unscoped sources — open-internet AI answers from wherever, including out-of-date or fabricated case law.
No way to verify — even a correct-sounding answer is useless if you can't trace it to the source in one click.
Doubled-up work — fee-earners end up doing the research twice, once by the AI and once by themselves to check it.
This is the bar the best legal AI tools (Harvey and similar) are held to — built into your own systems, for firms your size.
Every matter gets its own isolated document vault. AI never reasons across client boundaries — what's in Matter A's vault stays there, full stop.
Search is restricted to sources you trust — case law and legislation, your own precedent bank, your firm's know-how — never the open internet.
Every answer comes with the exact source snippet it was drawn from, one click away — the hallucination check is built in.
A low-risk paid audit first, so you see where the risk and ROI sit before you commit to a build.
We map your DMS, matter management and precedent library, and hand you a costed opportunity report. Valuable on its own.
We configure, test and deploy Matter Vaults, Scoped Legal Search and Cited Answers, integrated with your existing DMS.
We monitor, refine and extend — so the systems keep paying back as your matter load grows.
We sell outcomes — hours back and defensible answers — not technology.
Start with the audit. Most firms see it pay for itself in the first build.
A focused review of your DMS, matter management and precedent library, mapped against the three products above.
Design, build and deploy Matter Vaults, Scoped Legal Search and Cited Answers, integrated with your existing DMS.
Ongoing support, monitoring and improvement as your matter load and precedent bank grow.
Matter separation isn't a setting — it's how the system is built from day one.
Live in weeks, not quarters. A 15-day standard engagement from kickoff to delivery.
We speak DMS, precedent banks and case law databases — your workflow, your language.
Tested, monitored and cleanly handed over. A wrong citation breaks trust; we don't ship them.
Book a no-obligation 45-minute discovery call. We'll talk through your DMS, where hallucination or confidentiality risk sits, and give you honest estimates of effort, cost and ROI.
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