Compliance + Intelligence

Compliance,
guarded by intelligence.

The AI compliance console for cannabis operators. Vanguard drafts cited regulator responses, scores your audit readiness in real time, and works the queue alongside your team — nothing leaves without your approval.

Live across UT · CO · NV Syncs METRC, Dutchie & QuickBooks
Audit readiness live
88/100
Audit readiness composite +3 this week · target 97 Illustrative sample data
Audit chain integrity100%hash-verified
Open findings52 critical
Inquiry SLA on-time96%last 30 days
Renewals ≤ 60 days3UT · CO
Connects to the systems you already run
METRCDutchie POSQuickBooksBioTrackLeafLink
The console

One calm surface for every compliance job.

From the morning triage to the regulator's deadline, Vanguard gives your officer a single place to see what matters and act on it — with the agents doing the legwork.

Regulator Inbox

Every inquiry arrives with a response drafted from cited METRC, POS and manifest evidence. You review, edit, and approve.

Daily Pulse

A morning briefing that leads with what needs you today — criticals first, then inquiries, deadlines and overnight agent work.

Readiness

A live audit-readiness score answers one question: could you pass an inspection today? Drill into findings and dispatch fixes.

Work Orders

Turn a finding into task-driven work, dispatched to the right role with sub-steps, dependencies and agent assists tracked to done.

Foresight

A forward-looking calendar of renewals, filings, audits and rule changes — plus every recurring obligation, never missed.

Ask Kushn.AI

Ask anything in plain language across METRC, POS, manifests, filings and your agent fleet — answers come back with sources cited.

Alerts Compliance Ops SOP Library Activity log Agent fleet Account & access
How it works

Connect once. Stay inspection-ready.

01

Connect your systems

Link METRC, your POS and accounting. Vanguard reads your tags, sales, manifests and filings to build a full picture of your operation.

02

Vanguard sweeps

The agent fleet reconciles inventory, watches deadlines, drafts responses and scores your readiness — continuously, with every step logged.

03

You stay in command

Nothing sends without you. Review the agents' work with its confidence and evidence, then approve — or hand it off as a work order.

The intelligence layer

An intelligence layer that never stops learning.

Vanguard learns how your whole operation fits together — every license, tag, rule and deadline — and works straight from your own records in METRC, your POS and your filings. So when it answers a question or drafts a response, it's built on your real data and the current rules in every state you run — not guesswork. This is the engine at the center of Vanguard.

Your operation data
Compliance ontology
Knowledge graph
Semantic RAG
LLM reasoning
Agent actions
Compliance

Knowledge graph & ontology

An ontology of licenses, tags, rules and obligations links every fact, so the engine reasons over relationships, not just text.

Semantic retrieval

Answers and drafts are retrieved semantically from your METRC, POS, manifests, COAs and filings — cited, never hallucinated.

Always current

A regulatory monitor ingests rule changes across every state you run and maps them into the graph, so the layer never falls behind.

Learns from you

Every approval and edit feeds back — raising confidence, trimming review time, and tuning the agents to how you operate.

Command dashboards

Your whole operation, at a glance.

Readiness scores, open findings, renewals and reconciliation — the numbers that decide an inspection, live on one surface and drillable to the source.

app.kushn.ai/readiness
Audit readiness live · 6 agents sweeping
88/100
Audit readiness composite +3 this week · target 97
Audit chain integrity100%0 broken links · hash-verified
Open findings52 critical
Inquiry SLA on-time96%last 30 days
Renewals ≤ 60 days3UT · CO licenses
Findings by categoryopen · this quarter
METRC
COA
Manifest
Tax
Waste
SOP
Readiness — last 90 dayscomposite score
MarAprMayJun
Ask Kushn.AI

Ask your whole operation a question.

One natural-language front door to the entire intelligence layer — METRC, POS, manifests, lab COAs, inquiries, work orders, SOPs and your agent fleet. Answers come back grounded in your data, with every source cited.

  • “What's our exposure on the UDAF variance inquiry?”
  • “Which licenses renew in the next 60 days?”
  • “Show every COA expiring before the NV audit.”
Ask Kushn.AI
What's our exposure on the UDAF variance inquiry?
UDAF-2026-0431 is a 3.2g METRC variance on tag 1A4F…6789, open 51h — past the 48h SLA. A response is drafted and reconciliation is queued as a work order.
METRCPOS receiptsAudit log
92% confidence · hash-chained
Ask anything across your data…
Security & compliance

Security and traceability are the product.

Vanguard is built for regulated work — every action provable, every response defensible, every key yours.

Immutable audit chain

Every agent action and human approval is hash-linked, so you can prove who did what, when — to any regulator.

Role-based access

Officers, ops admins and floor leads see exactly their scope. Read-only by default; least-privilege everywhere.

Bring your own keys

Connect your own LLM providers. Your prompts and data never train anyone else's model.

Read-only connections

Vanguard reads from METRC, your POS and accounting — it never writes back to them, so it can't change your records.

State rule coverage

Live coverage of UT, CO and NV regulations — and expanding — with every requirement mapped to a check in the graph.

Evidence-cited everything

Every regulator response ships with its METRC, POS and manifest evidence attached — and logged to the chain.

We went from dreading a UDAF inquiry to answering one before lunch — with the evidence already attached.
MSCompliance OfficerMulti-state operator · UT · CO · NV

See Vanguard in action.

Book a demo and we'll walk you through the console, mapped to the licenses and states you run.

Bring your own LLM keys · No card required