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§ The architecture

The chaos was always a shape.

Meta-Tier
3 agents
Operational
dozens
Economic AI
4 agents
Chaos
§ The workforce

Each tier claims its share of the noise.

Economic AI4 agents
The strategic brain — the money story of the practice.
$847,300 YTD$62,400 today$1.2M Q2AR 90+ · $11,700margin 61%
Operationaldozens
The workhorses — deterministic agents running the day.
47 overdue142 duechair 78/91/64%23 unreadD2740Aly 18/20Bank ✓no-show 8.1%
Meta-Tier3 agents
The learning loop — makes the system smarter, safely.
patterns +14drift flaggedk≥5rollback ✓3 evaluated
From here, it's just your practice — running.
Book a 20-min walkthrough →

Most practices run blind — and it costs them every day.

  1. 01
    No daily KPIs.

    You find out about a bad week three weeks later.

  2. 02
    Bookkeeping is a month behind.

    Always. Every practice. Every PMS. Every QuickBooks.

  3. 03
    Patient texts get missed, mis-routed, or answered without chart context.

    The front desk is doing their best — but they don't have time to read the chart before they reply.

  4. 04
    Your PMS tells you what was charted — never how the practice is actually performing.

    That's a different question, and no one's been answering it.

An AI workforce, not a chatbot.

Alvero runs on a three-tier agent architecture purpose-built for dental operations. Strategic on top. Deterministic in the middle. Self-improving underneath.

I

Economic AI Layer

Strategic brain · The agents owners see and feel
4 agents

The economic story of your practice, told by four agents that read every chart, every code, every claim, every dollar. These are the agents you'll talk to.

ECO · 01
Cost Cutter
Finds margin you didn't know you were leaking.
ECO · 02
Revenue Hunter
Surfaces unbilled claims, missed recall, soft openings.
ECO · 03
Efficiency AI
Exposes operational drag across schedules, staff, and chairs.
ECO · 04
Owner Brief AI
Your 15-minute morning briefing, every day.
II

Operational Agents

Workhorses · Deterministic, versioned policy tables — no hallucinations
Dozens

Deterministic agents with versioned policy tables. They run on your books and your patients — so they don't get to vibe. Highlighted below: the 7-agent Bookkeeper AI and intent-routed Messenger.

Bookkeeper AI  ·  7 agents

The 7-agent close engine on QuickBooks, Dentrix, and Plaid. Reconciled. Daily. Automatically.

BKP · 01
Supervisor
Orchestrates the seven, escalates exceptions.
BKP · 02
Dentrix Ingestor
Pulls every code, claim, and patient ledger entry.
BKP · 03
Bank / Card Ingestor
Plaid feeds — read-only — every transaction.
BKP · 04
Document Ingestor
Statements, EOBs, vendor invoices — parsed and tagged.
BKP · 05
Posting
Journal entries posted to QuickBooks against versioned policy.
BKP · 06
Reconciliation
Three-way match: Dentrix ↔ Bank ↔ QuickBooks.
BKP · 07
Close
Daily close. Not monthly. Daily.

Messenger Agents  ·  two-way, with human approval on every outbound PHI event

Intent-routed to TC, hygiene coordinator, AR, CDA, specialty TCs — with chart-grounded draft replies. Now bidirectional: when a patient asks for an X-ray, receipt, or treatment plan, Alvero drafts the response with the document attached — and routes it for one-click staff approval. AI drafts, staff approves, every send audited.

Clinical Agents  ·  Doctors Portal · Virtual Records AI

ASA classification, medication safety screening, and preliminary diagnosis from CBCT, radiographs, and intra-oral photos. Every clinical output requires explicit doctor approval before it reaches a patient or pharmacy. Nothing autonomous. Nothing automatic.

And dozens more

Provider, scheduling, and automation agents across every workflow — each one a small, deterministic specialist running on versioned policy tables. No vibes on your books.

III

Meta-Tier

Learning loop · Self-improving, safely, with auto-rollback
3 agents

Makes the system smarter — quietly, safely, with auto-rollback. Tiered autonomy: Green changes apply automatically, Yellow changes are shadow-tested for 14 days, Red changes require owner approval. A 14-day evaluator catches drift before it ships.

META · 01
Pattern Miner
Cross-practice anonymized benchmarking with k-anonymity ≥5. No tenant data ever crosses the privacy shield.
META · 02
Per-Tenant Coach
Tiered autonomous improvement: Green auto · Yellow shadow-tested · Red owner-approved.
META · 03
Agent Evaluator
14-day drift detection with automatic regression rollback. Your books don't get to regress.

"4 agents brief you. Dozens do the work. 3 make them better every week."

Why I built Alvero.

Dr. Michael Webster owns four dental practices. He built Alvero to carry the operator's workload — the day handled before he walks in.

Dr. Michael Webster, founder of Alvero, in one of his dental operatories.
Dr. Michael Webster · Founder The day is handled before you walk in.
"Dentrix, Open Dental, Curve — they run the chairs. None of them run the operator. So I built one that does."

— Dr. Michael Webster, on the morning he started Alvero

Flight Deck — the owner cockpit

Flight Deck — live in production at 4 practices

Read how it works in the docs →

Running across the owner network.

Four practices. One operating system. Built and battle-tested by the operator who runs them.

0%
AR 90+ reduction
across owner network · 6-month avg
0%
Chair utilization
weighted avg · live measurement
0min
Daily admin saved per provider
vs. pre-Alvero baseline
$0K
Collections lifted
trailing 12 months · network total

As of May 31, 2026. Composite figures from the four owner-network practices currently running Alvero in production. Individual practice results vary. Full methodology available on request.

See the numbers in your own practice. Book a 20-min walkthrough →

Stories from the owner network.

Three short pieces, in the operator's own framing — the morning brief, the PHI safety gate, and what running four practices on one system actually proves. These are silent motion pieces; the words are on screen.

A morning with Alvero — the owner, coffee in hand at dawn, asks Alvero how the day looks.
01 · A morning with Alvero
The day is handled before the doors open.
PHI safety — every PHI message goes through a human approval gate. Always has. Always will.
02 · PHI safety
Human approval on every outbound PHI event.
Network proof — four practices, one operating system, battle-tested by the operator who runs them.
03 · Network proof
Four practices, one operating system.
Modern dental operatory at golden hour, prepared by Alvero before the patient arrives — chart open, room set, ambient lighting warm.
Where the work happensThe chair is yours. The workflow is finally on your side.

Clinical records, prepared before the patient sits down.

The Doctors Portal turns the records appointment into an AI-assisted workflow — CDA-led, doctor-approved. Virtual Records AI does the workup. The doctor reads it and signs.

Records · Demo Patient — Carla T. CDA · uploaded 9:48 AM
BP128 / 82
Pulse72 bpm
Meds on file4
AllergiesPenicillin — none
Virtual Records AI · workup ready Awaiting doctor sign-off
ASA Classification
ASA II Mild systemic disease — well-controlled hypertension. No functional limitation. Routine treatment appropriate.
Medication Safety Matrix
Amoxicillin · prophylaxisNo interaction
Dexamethasone · post-op edemaMonitor w/ NSAID
Ketorolac + Tramadol · analgesiaSeizure threshold ↓
Tramadol · drug–conditionReview w/ SSRI hx
Preliminary Diagnoses · from imaging
CBCT · #36Periapical radiolucency, ~4mm — endodontic evaluation suggested.
BW · #14Interproximal radiolucency to DEJ — restorative candidate.
PanoGeneralized horizontal bone loss, mild — perio baseline.
Doctor approval required before distribution
Step 01 · CDA leads

The CDA runs the records appointment.

Uploads CBCT, radiographs, intra-oral photos, medical history, medications, and vitals through the Doctors Portal.

Step 02 · AI prepares

Virtual Records AI ingests everything.

Generates an ASA classification, a medication safety matrix across the dental formulary, and preliminary diagnoses from the imaging.

Step 03 · Doctor approves

Nothing moves without sign-off.

Nothing reaches the patient or pharmacy without explicit doctor approval. Every approval is audited.

"The records workup is done. Your job is to read it and sign."

Every AI clinical output requires doctor approval  ·  Nothing autonomous  ·  Nothing automatic

Ask your practice anything. Out loud.

Alvero speaks — to owners on the road, and to every team member at 7am. Owner Voice runs in the PWA on iOS. Per-Staff briefings are generated automatically at 5am.

Owner Voice

Drive to the office and already know how the day looks.

"Alvero, what's my production today?"

"$14,200 across 9 chairs. Hygiene is fully booked. Dr. Chen has one open 90-minute slot at 2pm."

Owner Voice runs in the Alvero PWA on iPhone — no app to install. Tap, speak, and the entire Flight Deck answers back.

Per-Staff Morning Briefing

Everyone walks in already aligned.

"Good morning, Alexandra. You have 8 patients today, $2,150 PAPT scheduled. Your MTD pay is on track at $1,875. Hannah is off today. Your 9am is a new patient, full exam."

Every team member opens Alvero in the morning and hears a personalized 60-second briefing — production, schedule, performance pay, who's off, what's special about today. Generated automatically at 5am.

"Good morning, by name."

§ 08 · Two-way Messenger

Watch the safety gate fire in real time.

Every outbound message pauses at human approval. Every approval is audited. Nothing leaves without a person saying yes.

Front Desk · Ashley · 07:14 · Kelowna Dental Centre
    All outbound events audited · k-anon ≥ 5

    One intelligent layer over everything you already use.

    The owner's cockpit

    Flight Deck

    The owner's strategic cockpit. Financial pulse, agent activity, provider scoreboard. One practice or twenty — same surface, with roll-up across every clinic you own. Built for the 15 minutes you actually have.

    Tour the Flight Deck →
    The manager's dashboard

    Command Centre

    The practice manager's daily dashboard. Schedule, staff, chairs, exceptions. One Command Centre per clinic, tuned to how that clinic actually runs.

    Tour Command Centre →
    Clinical AI · Doctor-approved

    Doctors Portal

    Virtual Records AI prepares the clinical workup — ASA, medication safety, preliminary diagnoses. The doctor approves. Nothing autonomous.

    See Virtual Records AI →
    7 agents · Daily close

    Bookkeeper AI

    Seven agents on QuickBooks + Dentrix + Plaid. Reconciled. Daily. Automatically.

    Meet the seven →
    Practice owner's hands resting on the Alvero Flight Deck dashboard, viewing daily AR, holds, and same-day production at a glance.
    In command, not in the weedsOne screen. Every number. No more guessing how the practice is doing.

    We don't replace your PMS. We finally make it useful.

    Step 01 · Plug in

    Plug in.

    Alvero connects to Dentrix, QuickBooks, and Plaid (read-only). No migration. No rip-and-replace. Setup runs alongside your existing PMS — your team keeps charting the way they already do.

    Step 02 · Listen

    Listen.

    Operational agents ingest schedules, charts, messages, and ledgers in real time. Every two minutes, the picture refreshes — by chair, by clinician, by location.

    Step 03 · Act

    Act.

    Drafted replies (with human approval on every outbound PHI event), posted journal entries, flagged anomalies, daily owner briefs, voice answers. AI does the work. Humans approve the send.

    Step 04 · Learn

    Learn.

    The Meta-Tier benchmarks across the network and tunes each practice's agents weekly. Safely. With rollback. With k-anonymity ≥5 on every benchmark.

    Forty days. From signed to live. Start the forty-day clock →

    What makes Alvero different from every "dental AI" tool you've seen.

    • An AI workforce, not a feature.
      4-agent economic brain + dozens of operational agents + 3-agent learning loop.
    • PMS-agnostic.
      Built to layer on top, never replace.
    • AI-prepped clinical records.
      Virtual Records AI does the workup. The doctor approves.
    • Human approval on every outbound PHI event.
      Messenger drafts, staff approves, every send audited.
    • Deterministic where it counts.
      Operational agents run on versioned policy tables — not vibes.
    • Self-improving, safely.
      Tiered autonomy (Green / Yellow / Red) with 14-day evaluator and auto-rollback.
    • Every agent has a lifecycle.
      Proposed → Designing → Building → Shadow → Active → Maintenance → Retired → Blocked. You always know exactly what each agent is doing in your practice.
    • Privacy Shield by default.
      Tenant data firewalled. k-anonymity ≥5 on every benchmark.
    • Network benchmarking.
      See how your practice compares — without exposing anyone's numbers.
    • Built by an operator.
      Designed by a multi-practice dental owner, not a SaaS team guessing.

    Every agent ships with a lifecycle. You always know what's live, what's learning, and what's been pulled.

    Most "AI" products ship a black box. Alvero ships a registry. Every agent moves through eight states — and no agent ever goes from idea to acting on your practice without spending time in Shadow.

    01
    Proposed
    An agent is being scoped. No code, no impact.
    02
    Designing
    Spec written. Policy table being authored.
    03
    Building
    Code in development. Not connected to your practice.
    04 · Now
    Shadow
    Running on real data — actions logged, not executed. Owner can review every decision.
    ●  recall-reactivation
    05
    Active
    Live. Acting on your practice. Versioned and audited.
    06
    Maintenance
    Active but feature-frozen. Stability focus.
    07
    Retired
    Decommissioned. Replaced or no longer needed.
    08
    Blocked
    Halted on drift, regression, or compliance issue. Awaiting fix.
    Shadow — logged, not executed (recall-reactivation, today) Active — versioned & audited Blocked — auto-halted on regression

    "No agent ever goes from 'idea' to 'acting on your practice' without spending time in Shadow."

    Same Flight Deck. Same Command Centre per clinic.

    Alvero doesn't make you upgrade tiers to manage more practices. The Flight Deck rolls up across every clinic you own. The Command Centre stays where it belongs — in the hands of each clinic's manager.

    Solo Owner

    One of everything.

    • One Flight Deck.
    • One Command Centre — run by your manager.
    • One set of books.
    Multi-Clinic Owner

    Same surface, scaled.

    • One Flight Deck — portfolio roll-up first, drill into any practice.
    • One Command Centre per clinic — each manager runs their own.
    • One Bookkeeper AI per tenant — reconciled separately, rolled up in your Flight Deck.
    Pick the modules. We build the rollout. Scope your deployment →

    A whole team at your fingertips, working 24/7 — for less than one administrative hire.

    Alvero replaces the swivel-chair stack — recall, recare, billing follow-up, intake triage, owner reporting — and runs every minute your practice is closed. One flat practice fee. No per-seat tax. No surprise overages.

    One admin hireAlvero
    Hours covered40 / week168 / week
    Sick daysYesNever
    Onboarding time4–8 weeksSame day
    Scales to multi-practiceNoYes
    Turnover riskRecruiting + retrainingNone
    Solo Practice

    Single-location dentist owners ready to give their front desk an AI team.

    Included
    • Recall + recare agent (24/7)
    • Intake triage + appointment routing
    • Billing follow-up agent
    • Daily owner briefing (5am inbox)
    • Dentrix integration
    • Onboarding in one day
    See it on your numbers →
    DSO / Enterprise

    Multi-brand operators, regional DSOs, and acquisition-stage groups.

    Everything in Group, plus
    • Custom agent buildouts
    • PMS-agnostic integration (Dentrix, Open Dental, others)
    • SSO + role-based access controls
    • Acquisition due-diligence dashboards
    • Dedicated success engineer
    • Custom SLA + uptime guarantee
    Talk to founders →

    Every practice is different. We price by your workflow, not by seat count — bring your numbers to the walkthrough and we'll show you exactly what Alvero costs and what it returns.

    Book a 20-min walkthrough →

    No card. No pressure. Just the math on your practice.

    ¹ Median Canadian dental administrative wage range, $52k–$68k/yr before benefits, training, recruiting, and turnover cost. Source: Government of Canada Job Bank — Administrative Assistant (NOC 13110).

    Warm dental practice reception at dusk, calm and ready — staff briefed by Alvero before doors open.
    Built from a practice, for practicesEvery line of code was tested in a real waiting room.
    Dr. Michael Webster, Founder
    Dr. Michael Webster — Founder · Kelowna, BC

    Built inside a real practice. Hardened across many.

    Alvero was forged inside Kelowna Dental Centre and Brightside — two practices owned and operated by Alvero's founder. Every agent shipped because a real practice needed it. Nothing is in here because it demoed well.

    The first version of Bookkeeper AI was a Sunday-night script the founder wrote because the books were a month behind. The first version of Owner Voice was a hack to answer a single question — "what's my production today?" — without opening a laptop. Everything since has followed the same rule: it ships when a practice needs it.

    Read the full story →
    Founder
    Dr. Michael Webster
    Owner — Kelowna Dental Centre & Brightside  ·  Practicing dentist
    Kelowna, British Columbia, Canada owner.alvero.dental  ·  dr.alvero.dental  ·  staff.alvero.dental 168 Python modules  ·  104K+ LOC  ·  9 web apps

    Two-way, but never unsupervised.

    Alvero is built for clinical operations. That means tenant isolation, human approval on every outbound PHI event, immutable audit logs, and architecture aligned with PHIPA, PIPA, and HIPAA.

    Alignment
    PHIPA / PIPA / HIPAA-aligned architecture
    Outbound PHI
    Human-approved on every send · Approve / Edit / Deny
    Isolation
    Tenant-isolated, row-level secured PostgreSQL
    Banking
    Read-only Plaid integration
    Determinism
    Versioned policy tables on every operational agent
    Audit
    Audit logs on every agent action and every PHI send
    Privacy Shield
    No cross-tenant data leakage, ever
    Benchmarks
    k-anonymity ≥5 on every cross-practice number
    Bring your compliance officer to the demo. Book a security review →

    Common questions from multi-practice owners.

    What is Alvero?
    Alvero is the AI operating shell that sits over your existing dental practice management system, replacing the human bottlenecks in your front office, back office, and books with a coordinated three-tier workforce of specialized AI agents. It plugs into Dentrix, QuickBooks, and Plaid, runs your morning huddle, clears your A/R, and briefs every staff member before doors open — without replacing the PMS your team already knows.
    Does Alvero replace my practice management software?
    No — Alvero does not replace your PMS. It is the intelligent layer on top of Dentrix (and other major systems) that finally makes your PMS useful. Your team keeps charting and booking the way they always have. Alvero handles everything around it: scheduling decisions, recall, A/R, books, messaging, and the daily operating cadence.
    How does the AI workforce architecture work?
    Alvero is built as three coordinated tiers of AI agents: a 7-agent Bookkeeper AI for the back office, a 4-agent Economic Layer for revenue and A/R, and a 3-agent Meta-Tier that supervises and coordinates the others. Each agent has a defined role, audit trail, and human approval surface for any PHI action. Together they replace the “everyone wears every hat” model that breaks at scale.
    How many agents are in Bookkeeper AI?
    Bookkeeper AI is exactly 7 agents. They handle daily reconciliation, deposit matching, vendor pay, payroll prep, sales-tax filing, financial-statement assembly, and audit-trail maintenance — replacing the work most practices outsource to a part-time bookkeeper or QuickBooks ProAdvisor.
    What is the Doctors Portal and Virtual Records AI?
    The Doctors Portal is Alvero's clinical AI workspace. A CDA leads the records appointment and uploads CBCT, radiographs, intra-oral photos, medical history, medications, and vitals. Virtual Records AI prepares the workup — an ASA classification, a medication safety matrix, and preliminary diagnoses from the imaging. Every AI clinical output requires explicit doctor approval before distribution. Nothing autonomous, nothing automatic.
    Does Alvero send patient messages automatically?
    Alvero offers two-way Messenger with human approval required on every outbound PHI event. Inbound messages route, classify, and draft responses automatically. Anything containing protected health information stops at a human approval queue before send — full audit trail, HIPAA and PIPEDA compliant by design.
    What is Owner Voice?
    Owner Voice is the hands-free interface that lets a practice owner ask their practice anything, out loud, from anywhere. "What's today's production?" "Which holds are still open?" Alvero answers in real time, in plain language, with the source data one tap away. It runs in the Alvero PWA on iOS — no app to install.
    What is the Per-Staff Morning Briefing?
    Every staff member gets a personalized morning briefing from Alvero before their shift starts. The hygienist sees her chairs, blocks, and recall list. The front desk sees the day's holds, financial conversations, and arrival times. The doctor sees clinical risk and case sequence. Everyone walks in already aligned — generated automatically at 5am.
    Is Alvero HIPAA compliant?
    Alvero's architecture is PHIPA, PIPA, and HIPAA-aligned. Tenant data is firewalled with row-level security on PostgreSQL. Outbound PHI requires human approval on every send. Cross-practice benchmarks use k-anonymity ≥5. Audit logs cover every agent action and every PHI send.
    Who built Alvero?
    Alvero was built by Dr. Michael Webster, owner of Kelowna Dental Centre and Brightside. Every agent shipped because a real practice needed it. The company is headquartered in Kelowna, British Columbia, Canada.
    ✦   Demo on your own PMS

    Stop guessing how your practice is doing.

    Book a 20-min walkthrough and we'll plug Alvero into a sandbox copy of your own PMS data. No slides, no theatre — just the platform on your numbers.