BengoAI — Legal AI That Cannot Hallucinate

BengoAI is hallucination-proof legal AI for law firms: expert legal guidance and compliance analysis, available on demand — from case intake, to assigning and tracking action items and requirements, all the way through to a clear, actionable recommendation, accompanied by a comprehensive legal pre-consultation report, ready to be looked at by a legal expert.

Where conventional legal AI generates text, regurgitates information, and guesses; BengoAI reasons. A preconsultation on BengoAI cannot hallucinate: given the same situation, it will always produce the same result — every single time. Determinism isn’t a feature we hacked in; it’s the foundation.

How? BengoAI runs on a proprietary blend of modern and classical AI — a neuro-symbolic engine drawn from our team’s combined decades of experience building robust and reliable software and AI systems.

That doesn’t mean we don’t use modern ML and frontier chat models. Far from it. We blend the best of both worlds—frontier models and our proprietry AI systems—to produce the most usable and safe product on the market.

The result is a deterministic, reliable, and correct pre-consultation system that can explain not only it’s recommendation (eg a new feature is compliant with GDPR so long as you add some elements), but also why that recommendation came to be, step by step, for the legal expert and consultant to reason about when reviewing.

• Structured intake — captures the facts that matter as they become pertinent.
• On-demand consultation — conversational analysis grounded in the relevant law and jurisdiction when your clients want it. No need for direct communication from you to begin a legal review until the pre-consultation is complete.
• Actionable recommendations — every conclusion mapped to concrete next steps your firm and clients can act on that are tracked automatically by the system so everyone knows what needs to be done and what is already complete.
• Unified communication, case tracking, and timelines — each client has their own preferred communication system: Email, Slack, Whatsapp, etc. In Japan (our home) Line is particularly popular. BengoAI gives the legal firm a unified system to communicate with all their clients, no matter what system they choose to use. We also keep track of every interaction and give a time ordered view of events for reference for everyone. No need for in person meetings, note taking, or manually keeping track of who said what, and when.

Deterministic. Safe. Hallucination-proof. Asynchronous. The standard legal work deserves.

Want to see it? Reach out at contact@univalent.cc.

Beyond Legal — One Engine, Many Applications

BengoAI is our flagship, not our ceiling. The same neuro-symbolic engine formalizes any process where correctness, determinism, and auditability matter.

• Any business process, formalized. Capture any process or role — think BPMN — and our system can execute or support it deterministically and safely. We can provide role-specific UX and functionality, communication and routing between participants, and a full audit trail. Legal is simply the first.
• Deterministic control for robotics and AI. The same engine can serve as a trustworthy decision layer over modern robotics and AI systems — predictable, verifiable behavior for the moments where “it usually works” was never good enough.

We’re focused on legal today. If your domain demands software that is correct by construction or requires formal methods and validation, we’d love to hear from you.