You are driving it.
You are driving it.
Pick a task. The engine runs it in this page — steps resolve in order, checks pass or fail deterministically, and confidence never rounds to 100. RUN re-runs the same seed; NEW SEED draws another. Same engine, sandboxed data.
- READ HRIS — HIRE RECORDPENDING
- SCOPE ROLE — PERMISSIONS MAPPENDING
- PROVISION SYSTEMSPENDING
CHECKS—
- HIRE RECORD EXISTS IN HRISPENDING
- READ-BACK — EVERY PROVISION RE-READ FROM SOURCEPENDING
- ZERO PERMISSION CONFLICTSPENDING
- IRREVERSIBLE STEPS QUEUED FOR APPROVERPENDING
- VERDICT
- —
- CONFIDENCE
- —
DEMO — SANDBOXED DATA, SAME ENGINE
A task, traced end to end.
One command becomes a plan. A plan becomes parallel agents. Every output is verified — and the irreversible step waits for a human.
A task, traced end to end.
Task inbound: audit 1,200 vendor contracts across terms, renewals, and clauses. Decomposed into a graph of 300 subtasks.
1,200 / 1,200VENDORS AUDITED
300 PARALLEL AGENTS
- AGENT 017 — CONTRACT #4117MATCHED
- AGENT 042 — CONTRACT #2183FLAGGED
- AGENT 113 — CONTRACT #0902MATCHED
- AGENT 190 — CONTRACT #3760REFUSED · LZ-404-NOT-LOADED
- AGENT 227 — CONTRACT #0548MATCHED
- AGENT 289 — CONTRACT #4311MATCHED
- CHECKSALL GREEN
Read-back assert: every match re-read from source. All checks green.
- APPROVALAWAITING APPROVER — QUEUED
41 variances surfaced, 12 above the confidence threshold. The review queue is open — humans approve the irreversible.
- DONESTAGED
1,200 vendor contracts audited. Report staged. Execution waits for the human gate.
DEMO TRACE — SANDBOXED DATA, SAME ENGINE. NOT A CUSTOMER RUN.
Prompt to result.
One prompt becomes a plan. The plan runs deterministically. The result is a close report a CFO can read — and every step stays traceable.
Close the books for March
- RECONCILEDONE
PMS, channel manager, and accounting ledger read back from source. 148 records matched; 3 unmapped sources flagged, none guessed.
- MATCHDONE
141 reservation lines cross-referenced against the bank file. 7 variances surfaced — none closed silently.
- VARIANCE CHECKALL GREEN
Read-back assert: every match re-read from source. 2 variances above the confidence threshold — moved to the human review queue.
- DRAFT REPORTSTAGED
Close report staged from the verified ledger. Approval is the only step left — it waits for a human.
- PERIOD
- MARCH 2026
- LEDGER LINES
- 148 / 148 RECONCILED
- VARIANCES
- 7 — 2 REVIEW, 5 CLEARED
- MATCH METHOD
- DETERMINISTIC READ-BACK
- APPROVAL
- AWAITING APPROVER
REPORT — DEMO ARTIFACT. NOT A CUSTOMER RUN.
DEMO RUN — SANDBOXED DATA, SAME ENGINE. NOT A CUSTOMER RUN.
The answer, drawn as a curve.
Every task the engine closes becomes a precedent, and every precedent makes the next run faster — hours eliminated climb slowly at first, then compound. The shape's tail is where the pilot ends: the last value is pending, not measured.
- EARLY
- RISING
- PEAK
- PENDING
DEMO CURVE — ILLUSTRATIVE
Same ledger. Two operating systems.
This is the same Friday ledger, rendered two ways. The left is the spreadsheet that ran it. The right is the Lianzo console. The data is identical. The physics are not.
DRAG THE DIVIDER — ARROW KEYS WORK TOO
ILLUSTRATIVE DATA — SANDBOXED DEMO. NOT A REAL LEDGER.
- LINES RECONCILED
- 10 / 10
- EXCEPTIONS
- 0 OPEN
- LEDGER STATE
- VERIFIED
- APPROVAL
- QUEUED — HUMAN GATE
- RUN ID
- RUN 061
- APPROVER QUEUE
- QUEUE 07 — 1 PENDING
- AUDIT HASH
- B7E2·4F90
A CHECK FAILED — THE RUN ESCALATED
ESCALATED — HUMAN REVIEW
The escalation was caught: the run stands in the human review queue — logged, reversible, human-visible. Never silent failure.
DEMO — SANDBOXED DATA, SAME ENGINE
Your workflow, run live.
The demo is the sales pitch: your workflow, run live on the call, on the same engine that ran this page.
CONTEXT —RECONCILIATION DEMO
CALENDAR LIVE — OPENS THE FOUNDER'S CALENDAR — 30 MINUTES, NO FORM
Take the run with you.
Your work email joins the pilot waitlist — the first run we record, you watch.
Work email only — one note, then quiet. No spam, ever.