Generic AI sounds confident and still invents facts and citations. Vico™ is a verification engine: it grounds every answer in the authoritative source, shows its work, and abstains when it can't — so you can check the output, not take it on faith.
When being wrong is expensive — in law, in high-stakes work — "usually right" isn't good enough.
Models cite cases and sections that don't say what's claimed — or don't exist at all.
Out-of-date facts, missed issues, and a different answer every time you ask.
You can't see where an answer came from — so you can't trust it, or defend it.
The problem is documented in the courts and the research — and regulators now say the fix is exactly what we do: verify every claim against its source.
The courts’ “tells” — nonexistent judgments, mismatched citations, quotes that were never written — are exactly what Vico™ is built to catch. We don’t claim to be “hallucination-free”; we make every answer checkable against its source, so verification isn’t a promise — it’s something you can do yourself, in one click.
Vico™ is a verification engine for AI output. Rather than take the model's word for it, Vico™ goes back to the authoritative source behind every answer and confirms it actually holds up there — the same way, every time. That's the core engine; everything below is where we've already put it to work.
Finding a source isn't verifying it. Vico™ confirms the cited authority actually supports the claim, and is still current — the check most AI quietly leaves to you — with a one-click link to the exact authority.
Where an answer can't be tied to an authoritative source, Vico™ flags it or abstains — it does not guess. Knowing what it doesn't know is the point.
The same input yields the same verified result every time — with a receipt you can inspect. Repeatable and defensible, not a roll of the dice.
Built on proprietary technology — multiple U.S. provisional patent applications covering our verification approach.
A wave of legal AI now calls itself "grounded," "cited," even "verifiable." Almost all of it stops at finding a source and linking it — and hands the real check back to you. Verifying means confirming the source actually says what's claimed, and is still current — or honestly saying when it can't.
We don't sell the AI we check — Vico™ is a layer separate from the AI models themselves, tied to no model and promoting none. We don't compete with the models — we complete their excellent work. So the verification is independent: deterministic, with a receipt you can inspect. Patent-pending.
What grounding-and-verification changes in practice, and where you can see it running right now.
Our verification engine, in the hands of real users — AI self-study for the Israeli bar exam (בחינות ההסמכה). Every answer is practiced from the source, not from memory.
More and more real work is being handed to AI agents — software that acts on its own: gathering information, drawing conclusions, drafting, and taking a whole chain of steps with no human checking each one. And the problem is simple: one small error in a single step — a wrong fact, an off number, a citation that doesn't exist — carries forward and contaminates everything built on top of it.
That's where Vico™ comes in. The same verification engine, delivered as an MCP tool — an open standard that lets it plug into almost any AI agent. Before the agent acts on a step, Vico™ checks it against an authoritative source of truth and confirms it's genuinely grounded there; and when it can't verify, it stops and says so, instead of guessing. So any agent, in any domain, gets a trust layer that checks it as it works. We proved it first in law — where being wrong is expensive — but the same principle holds anywhere there's a ground truth you can check against.
Hallucinated facts & numbers
Wrong or missing citations
Steps that don't follow
Stale, out-of-date data
Each check leaves a full record behind that you can go back to and inspect. And Vico™ is an independent trust layer — it verifies the output; it doesn't sell the AI it's checking. One layer, any agent, any model.
Works wherever there's a checkable ground truth — facts, citations, numbers, dates, statutes, filings, specs. Patent-pending verification engine.
Have a question or an idea? Tell us a little and we'll get back to you.
Curious how verifiable AI works, or want to tell us something — we'd love to hear from you.