A supervised AI workforce, running on your judgment.
Libra OS compiles how you actually practice into an expert PROFILE, then runs it across a team of supervised twins — intake, drafts, conflict checks, follow-ups. Each twin acts below a confidence + scope line and halts above it. Nothing ships without your sign-off.
The front office is the bottleneck.
Intake eats the hours you'd spend on work that needs judgment. Conflict checks get sloppy at volume. Drafts are templates you fill by hand. Routine status questions chew through afternoons.
Hiring solves it badly: high overhead, long training, and most of what an assistant does is repetitive enough that a well-supervised AI should handle it.
A general copilot helps one professional draft faster. It doesn't multiply a practice — it doesn't run the front office, hold the line on scope, or keep the file moving while you focus on the work that needs you.
Four supervised twins. One PROFILE.
Feed it 30–50 real intake conversations, a few engagement letters, and your principles for sensitive cases. Libra OS distills that into your expert PROFILE — then runs it across four twins, each with its own autonomy threshold.
Intake Twin
Handles prospect calls and web-chats. Collects facts, runs your conflict scan against the client list, books consults. Hard-stops the instant a prospect asks something that needs your judgment.
Drafting Twin
Pre-fills engagement letters, intake forms, and routine documents from facts collected. Flags any field it can't fill and surfaces missing inputs. You review, customize, sign.
Status Twin
Answers routine “where's my matter?” inquiries from your back-end. Escalates the moment the answer needs nuance — bad news, requests for more info, anything that changes strategy.
Matter-Management Twin
Watches deadlines. Nudges clients for missing documents. Drafts routine updates for your review. Keeps the file moving while you focus on the work that needs you.
The twin runs the routine. Then halts and hands you the judgment.
Below the line, autonomous. The instant a question crosses into your professional judgment, the process freezes and escalates — every word logged to your PROFILE.
One substrate. Vertical packs on top.
The regulated work of a professional rarely changes shape across fields. What changes per vertical: intake taxonomy, templates, scope boundaries, compliance overlay. Packs ship alongside the platform.
Each pack ships a regulator-defensible default policy — UPL for law, AICPA scope for accounting, HIPAA-aware gating for care, SEC/FINRA suitability for advisory.
How it stays your license, not the AI's.
Three guardrails, compiled in — not optional. Defensible to your bar, board, or insurer.
Hard-stop on out-of-scope
Questions demanding your judgment — “do I qualify?”, “what should I do?”, “is this the right treatment?” — never get answered by the AI. They escalate. The threshold can't drop below your field's regulatory floor.
Threshold supervision per task
Each twin acts autonomously below a confidence + scope line and escalates above it. The default is regulator-defensible for your vertical; you tune within bounds, never below the floor.
Audit-logged & attributable
Every word a twin sends is logged and attributable to its task and your PROFILE. If your bar, board, or insurer asks “what did the AI say?” — you have the trail.
Discipline first. Surface second.
The Practice pack is built by Nebula Nova Inc. on the Libra OS engine — supervised professional-services infrastructure. The discipline mechanism — UPL-style scope guardrail, conflict scan, audit logging, supervision spectrum per task — was first validated against a PGWP immigration pack, where the regulatory bar is among the strictest.
EqualDocs is our first design partner; we're piloting the supervised-twin substrate with them on SME contract review and intake. Different vertical, same discipline architecture.
We spent the last year building the substrate — scope guardrail, PROFILE distillation pipeline, supervised-agent runtime — before opening the surface. The substrate is ready for the second professional. The product is ready for the tenth.
The next ten get concierge setup.
Tell us about your practice. We'll distill your conversations into a PROFILE, tune the threshold policy for your vertical, and walk the audit trail end-to-end.