AI that respects privilege.
One fabricated citation in a filing ends careers. One privileged document in a third-party prompt breaks confidentiality. Obsivara monitors every AI workflow your firm runs — what goes into prompts, what comes out, and whether the output can be trusted — so you can adopt AI without gambling your license on it.
What legal teams are up against.
Privileged material in third-party prompts
Every prompt containing client communications or work product sent to an external model provider is a potential privilege waiver question. Most firms have no inventory of which workflows send what, to whom.
Hallucinated citations are sanctionable
Courts are sanctioning attorneys for AI-fabricated authorities. Research and drafting workflows need verification checkpoints and output monitoring — 'the associate should have checked' is not a control.
Clients now audit your AI use
Outside counsel guidelines increasingly demand disclosure of AI tooling and controls. Firms that can't demonstrate governance are losing panel positions to firms that can.
Where Obsivara goes to work in legal.
Research and citation workflow monitoring
Trace AI-assisted research workflows end to end, flag outputs containing unverified citations, and enforce a verification step before anything reaches a filing.
Confidentiality exposure mapping
Detect client-identifying and privileged content flowing into external model APIs, and map which matters, workflows, and credentials are implicated.
Contract review AI oversight
Monitor AI contract-analysis workflows for accuracy drift and model changes, with per-matter cost attribution for client billing transparency.
Intake and triage bot health
Keep client-intake assistants reliable and on-script — with full transcripts and replay when a prospective client dispute requires reconstructing exactly what was said.
The features that matter most for legal.
ABA Model Rule 1.1 comment 8 makes technological competence an ethical duty, and Rule 1.6 makes confidentiality non-negotiable. Obsivara operationalizes both: a live inventory of every AI system touching client data, monitoring for confidential content in outbound prompts, and an audit trail that lets you answer any client's AI governance questionnaire with evidence instead of assurances.
Questions
Obsivara traces every AI research and drafting workflow end to end — recording inputs, outputs, model versions, and configuration changes. You can replay any interaction step by step, enforce human-review checkpoints before outputs reach filings, and maintain a defensible record of exactly how AI was used in any matter.
Yes. Obsivara monitors outbound AI workflow inputs for client-identifying and potentially privileged content, maps which matters and workflows are implicated, and alerts when sensitive material is detected heading to an external model provider. This helps firms operationalize their confidentiality obligations under Model Rule 1.6 without relying solely on policy memos.
Obsivara automatically maintains a live inventory of every AI tool and workflow in use at the firm, a versioned log of every model and configuration change, and full trace records for AI-assisted work. This gives your firm evidence-based answers — not assurances — when clients or bar authorities ask about your AI governance controls.